We use cookies to enhance your experience. By continuing to visit this site you agree to our use of cookies . More info . X close

Process Mining Market

Report Code TC 8819
Published in Oct, 2023, By MarketsandMarkets™
Download PDF

Choose License Type

Buy Report Now Inquire Before Buying

Process Mining Market by Offering (Software (Process Discovery Tools, Conformance Checking Tools), Services), Mining Algorithm (Deep Learning, Sequence Analysis), Data Source (ERP Systems, CRM Systems), Vertical and Region - Global Forecast to 2028

Overview

The process mining market is anticipated to grow rapidly, reaching a value of USD 12.1 billion by 2028 from USD 1.8 billion in 2023. Over the course of the projected period at a CAGR of 45.6%. The rapid expansion of the process mining market can be attributed to several key drivers, as organizations navigate through intricate processes, there's a heightened necessity for tools that can adeptly dissect and optimize these complexities, the pervasive wave of digital transformation has evolved into a tidal force, with businesses across sectors increasingly integrating advanced technologies and process mining serves as the compass, illuminating the intricate pathways of operations, fostering transparency, and empowering organizations with the control needed to navigate through the intricacies of modern business environments.

Attractive Opportunities in the Process Mining Market

NORTH AMERICA:

North America has been at the forefront of technological innovations. With a well-established IT infrastructure and a culture of early technology adoption, businesses in the region are likely to embrace process mining tools to enhance efficiency and competitiveness. North America has a vibrant start-up ecosystem that often drives innovation.

The growth of this market can be attributed to growing trend of increased investment in analytics and BI tools and North America being a hub for multinational corporations, the need for efficient and optimized processes to maintain global competitiveness is significant.

In North America, continuous monitoring & analytics tool is slated to be the largest software segment by market share in 2023.

Partnerships, collaborations, and product launches would offer lucrative opportunities for market players in the next five years.

In North America development of user-friendly and cost-effective process mining solutions specifically designed for small and medium-sized enterprises presents an untapped market for accessible process mining tools.

Global Process Mining Market Dynamics

Driver: Increasing complexity of business processes

With businesses engaging in diverse and interdependent operations globally, the intricate network of workflows is further compounded by the integration of technologies such as ERP systems, CRMs, and RPA. Stringent regulatory compliance requirements, coupled with the imperative to meet customer expectations for personalized experiences, contribute to the multifaceted nature of these processes. Process mining emerges as a vital tool, providing real-time visibility, actionable insights, and historical perspectives to unravel the complexities, optimize operations, and drive informed decision-making in the ever-evolving landscape of modern business.

Restraint: Data security and privacy concerns

In this modern era, where organizations increasingly rely on process mining solutions to optimize their operations, the sensitivity and confidentiality of data cannot be overstated. As businesses delve into the intricate details of their processes through mining, there is a growing apprehension about the security of the data being analyzed. Companies handle vast amounts of proprietary information, including customer data, financial records, and internal operations data, making them susceptible to breaches. The reluctance to adopt process mining tools often stems from the fear that exposing such granular insights may inadvertently lead to data leaks or unauthorized access. Compliance with data protection regulations, such as GDPR, adds an additional layer of complexity, necessitating stringent measures to ensure adherence. This concern is particularly pronounced in industries dealing with highly regulated information, such as finance and healthcare, where the repercussions of a security breach can be severe, including legal actions, financial penalties, and reputational damage.

 

Opportunity: Artificial intelligence and machine learning integration

As organizations across various sectors strive for operational excellence and efficiency, the synergy between AI, ML, and Process Mining emerges as a powerful solution. AI and ML technologies enhance Process Mining capabilities by enabling advanced data analysis and predictive insights. Process Mining involves the extraction of knowledge from event logs to discover, monitor, and improve business processes. When integrated with AI and ML, it transcends mere retrospective analysis, offering proactive and real-time decision-making support. One key aspect is the ability of AI and ML algorithms to handle large and complex datasets, allowing for more comprehensive process mapping and analysis. This, in turn, facilitates the identification of inefficiencies, bottlenecks, and opportunities for optimization within business processes. The predictive analytics offered by ML algorithms further empower organizations to forecast potential process deviations, enabling preemptive corrective actions.

Challenge:Interpreting complex insights

Process Mining tools are adept at extracting and analyzing vast amounts of data to provide valuable insights into business processes. However, the sheer volume and intricacy of the generated data often pose a usability challenge for end-users. The complexity arises from the diverse sources of data, intricate process interdependencies, and the nuanced nature of business workflows. Organizations may struggle to derive actionable insights from the wealth of information presented by Process Mining tools, hindering effective decision-making. The challenge of interpreting complex insights translates into a potential bottleneck for deriving meaningful and strategic conclusions. This complexity can overwhelm users, leading to difficulties in identifying key patterns, bottlenecks, or areas for improvement in their processes.

Global Process Mining Market Ecosystem Analysis

By offering, continuous monitoring & analytics tools software segment to account for a larger market size during forecast period The software segment of the process mining market includes various software solutions that cater to the needs of several industries. Continuous analytics allow organizations to continuously optimize their processes based on real-time data. This iterative improvement cycle ensures that businesses are always operating at peak performance, meeting customer expectations, and adapting to changing market dynamics effectively. These tools enable proactive issue identification and resolution. By constantly analyzing processes, they can detect anomalies or inefficiencies before they escalate. This proactive approach aligns with the modern business ethos of preventing problems rather than reacting to them, contributing to smoother operations.

 

By mining algorithm, discovery algorithms segment to hold the largest market share during the forecast period

In an era marked by increasingly complex business operations, discovery algorithms showcase a remarkable adaptability. They excel in handling intricate process structures and variations, making them indispensable for industries with multifaceted workflows. This adaptability positions them as the go-to solution for businesses navigating intricate operational scenarios. The iterative nature of discovery algorithms allows for continuous monitoring of processes. As businesses evolve and adapt to changing market dynamics, these algorithms facilitate real-time insights into ongoing operations.

By data source, financial systems data segment to register the fastest growth rate during the forecast period

Financial systems form the backbone of any organization, serving as the nerve center for monetary transactions, budgeting, and financial planning. As businesses increasingly recognize the pivotal role of finance in overall operational health, the demand for process mining within financial systems intensifies. Financial processes are inherently complex, involving numerous steps and stakeholders. Process mining excels in unraveling intricate workflows, identifying bottlenecks, and optimizing processes for efficiency. The financial systems data segment benefits significantly from the ability of process mining to streamline these intricate financial workflows.

EUROPE Region Holds the Largest Share of the Process Mining Market

Process mining's versatility makes it applicable across a wide range of industries, from manufacturing to finance. Europe, with its diverse economic landscape, sees widespread adoption of process mining solutions across various sectors, contributing to the region's overall market share. Supportive government initiatives and funding for digital transformation projects further propel the adoption of process mining in Europe. This creates an environment conducive to innovation and technological advancement, fostering the growth of the process mining market in the region.

Recent Developments of Process Mining Market Industry

  • In July 2023, Microsoft announced the launch of Power Automate Process Mining, infused with next-generation AI which enables organizations to easily understand what is happening across their business, maximize process insights, use out-of-box recommendations to reduce the complexity of processes, transform operations, and drive continuous process improvement with automation and low-code apps. In May 2023, Pegasystems announced the launch of Pega Process Mining, which will make it easier for Pega users of all skill levels to find and fix process inefficiencies hindering their business operations. In May 2023, QPR Software announced a brand-new partnership with Paris-based Solution BI, known for their customer-centric end-to-end business intelligence solutions.
  • In March 2023, UiPath launched a new process mining tool called Communications Mining which brings new capabilities to understand and automate business communications. It uses state-of-the-art AI models to turn business messages—from emails to tickets—into actionable data. In January 2023, Appian announced a strategic alliance with EY to support clients on digital transformation initiatives using the next wave of intelligent automation and process mining.

Key Market Players

Key Players in the Process Mining Market Include

Want to explore hidden markets that can drive new revenue in Process Mining Market?

Scope of the Report

Report Attribute Details
Market size available for years 2018–2028
Base year considered 2022
Forecast period 2023–2028
Forecast units USD (Billion)
Segments covered Offering, Mining Algorithms, Data Source, Vertical, and Region
Geographies covered North America, Europe, Asia Pacific, Middle East & Africa, and Latin America
Companies covered IBM (US), ABBYY (US), Celonis (US), UiPath (US), Software AG (Germany), SAP Signavio (Germany), QPR Software (Finland), Microsoft (US), Appian (US), Pegasystems (US), Mehrwerk (Germany), Kofax (US), Soroco (US), iGrafx (US), Nintex (US), Automation Anywhere (US), Hyland Software (US), Fluxicon (Netherlands), Datapolis (Poland), Apromore (Australia), BusinessOptix (US), StereoLOGIC (Canada), Worksoft (US), Inverbis Analytics (Spain), Skan.ai (US), Mindzie (US), Cyclone Robotics (China), Upflux (Brazil), Puzzledata Inc. (South Korea), Kyp.ai (Germany), Workfellow (Finland).

 

Key Questions Addressed by the Report

What is process mining?
Process mining is a method of applying specialized algorithms to discover, validate and improve workflows. By combining data mining and process analytics, organizations can mine log data from their information systems to understand the performance of their processes, revealing bottlenecks and other areas of improvement. Process mining leverages a data-driven approach to process optimization, allowing managers to remain objective in their decision-making around resource allocation for existing processes.
What is the total CAGR expected to be recorded for the process mining market during 2023-2028?
The market is expected to record a CAGR of 45.6% from 2023-2028.
Which are the major growth enablers catalyzing the process mining market?
The process mining market is being majorly driven by factors such as increasing complexity of business processes, rising adoption of digital transformation, and growing need for process visibility and control.
Which are the top three process mining tools prevailing in the process mining market?
Continuous monitoring and analytics tools, process discovery tools, and conformance checking tools are among the top-3 process mining tools in terms of adoption because they offer organizations the ability to gain real-time insights into their business processes, identify bottlenecks and inefficiencies, ensure compliance with desired process models, and make data-driven decisions.
Who are the key vendors in the process mining market?
Some major players in the process mining market include IBM (US), ABBYY (US), Celonis (US), UiPath (US), Software AG (Germany), SAP Signavio (Germany), QPR Software (Finland), Microsoft (US), Appian (US), Pegasystems (US), Mehrwerk (Germany), Kofax (US), Soroco (US), iGrafx (US), Nintex (US), Automation Anywhere (US), Hyland Software (US), Fluxicon (Netherlands), Datapolis (Poland), Apromore (Australia), BusinessOptix (US), StereoLOGIC (Canada), Worksoft (US), Inverbis Analytics (Spain), Skan.ai (US), Mindzie (US), Cyclone Robotics (China), Upflux (Brazil), Puzzledata Inc. (South Korea), Kyp.ai (Germany), Workfellow (Finland).

 

Personalize This Research

  • Triangulate with your Own Data
  • Get Data as per your Format and Definition
  • Gain a Deeper Dive on a Specific Application, Geography, Customer or Competitor
  • Any level of Personalization
Request A Free Customisation

Let Us Help You

  • What are the Known and Unknown Adjacencies Impacting the Process Mining Market
  • What will your New Revenue Sources be?
  • Who will be your Top Customer; what will make them switch?
  • Defend your Market Share or Win Competitors
  • Get a Scorecard for Target Partners
Customized Workshop Request

Table of Contents

Exclusive indicates content/data unique to MarketsandMarkets and not available with any competitors.

TITLE
PAGE NO
INTRODUCTION
48
RESEARCH METHODOLOGY
57
EXECUTIVE SUMMARY
71
PREMIUM INSIGHTS
77
MARKET OVERVIEW AND INDUSTRY TRENDS
80
  • 5.1 INTRODUCTION
  • 5.2 MARKET DYNAMICS
    DRIVERS
    - Increasing complexity of business processes
    - Rising digital transformation
    - Growing need for process visibility and control
    RESTRAINTS
    - Lack of awareness and understanding among potential users
    - Data security and privacy concerns
    - Data quality and availability issues
    OPPORTUNITIES
    - Artificial intelligence and machine learning integration
    - Rising demand for cloud-based solutions
    - Increasing focus on sustainability
    CHALLENGES
    - Use of legacy systems and integration with other technologies
    - Data complexity
    - Diverse data sources and intricate process interdependencies
  • 5.3 EVOLUTION OF PROCESS MINING
  • 5.4 VALUE CHAIN ANALYSIS
  • 5.5 ECOSYSTEM ANALYSIS
    PROCESS MINING MARKET: SOFTWARE PROVIDERS
    PROCESS MINING MARKET: SERVICE PROVIDERS
    PROCESS MINING MARKET: DATA PROVIDERS
    PROCESS MINING MARKET: SYSTEM INTEGRATORS
    PROCESS MINING MARKET: END USERS
    PROCESS MINING MARKET: REGULATORY BODIES
  • 5.6 PROCESS MINING ARCHITECTURE
    INFORMATION SYSTEMS
    EVENT LOG DATA PRE-PROCESSING
    PROCESS MAP CREATION
    INSIGHT GENERATION
  • 5.7 BEST PRACTICES IN PROCESS MINING MARKET
  • 5.8 CASE STUDY ANALYSIS
    HEALTHCARE & LIFE SCIENCES
    - Johnson & Johnson adopted Celonis’ process mining and value chain technologies to deliver practical, day-to-day solutions
    ENERGY & UTILITIES
    - eRegio implemented Signavio’s Business Transformation Suite to identify process bottlenecks and inefficiencies
    GOVERNMENT & DEFENSE
    - US State Government leveraged IBM’s process mining solutions to streamline procurement processes
    MANUFACTURING
    - Hitachi partnered with Automation Anywhere to streamline business processes and enhance employee efficiency
    BFSI
    - Isbank deployed UiPath Process Mining to discover pockets of value within its processes and provide impactful recommendations to businesses
    EDUCATION
    - Munich University of Applied Sciences implemented iGrafx’s solutions to optimize process landscape
  • 5.9 TECHNOLOGY ANALYSIS
    KEY TECHNOLOGIES
    - Artificial Intelligence (AI) and Machine Learning (ML)
    - Robotic Process Automation (RPA)
    - Cloud Computing
    - IoT
    - Big Data Analytics
    ADJACENT TECHNOLOGIES
    - Natural Language Processing (NLP)
    - Decision Support System (DSS)
    - Data Streaming and Real-time Analytics
    COMPLIMENTARY TECHNOLOGIES
    - Data Warehousing
    - Data Governance
    - Encryption and Cybersecurity
    - APIs
  • 5.10 TARIFF AND REGULATORY LANDSCAPE
    PROCESS MINING SOFTWARE TARIFF
    REGULATORY LANDSCAPE
    - Regulatory bodies, government agencies, and other organizations
    - North America
    - Europe
    - Asia Pacific
    - Middle East & Africa
    - Latin America
  • 5.11 PATENT ANALYSIS
    METHODOLOGY
    PATENTS FILED, BY DOCUMENT TYPE, 2013–2023
    INNOVATION AND PATENT APPLICATIONS
    - Top applicants
  • 5.12 PRICING ANALYSIS
    AVERAGE SELLING PRICE TREND OF KEY PLAYERS, BY SOFTWARE TYPE
    INDICATIVE PRICING ANALYSIS, BY PROCESS MINING VENDOR
  • 5.13 TRADE ANALYSIS
    IMPORT SCENARIO OF COMPUTER SOFTWARE
    EXPORT SCENARIO OF COMPUTER SOFTWARE
  • 5.14 KEY CONFERENCES & EVENTS
  • 5.15 PORTER’S FIVE FORCES ANALYSIS
    THREAT OF NEW ENTRANTS
    THREAT OF SUBSTITUTES
    BARGAINING POWER OF SUPPLIERS
    BARGAINING POWER OF BUYERS
    INTENSITY OF COMPETITIVE RIVALRY
  • 5.16 PROCESS MINING TECHNOLOGY ROADMAP
  • 5.17 PROCESS MINING MARKET: BUSINESS MODELS
    SOFTWARE VENDOR MODEL
    CONSULTING SERVICES MODEL
    PLATFORM-AS-A-SERVICE MODEL
    MANAGED SERVICES MODEL
    DATA MONETIZATION MODEL
  • 5.18 TRENDS/DISRUPTIONS IMPACTING BUYERS/CLIENTS
  • 5.19 KEY STAKEHOLDERS AND BUYING CRITERIA
    KEY STAKEHOLDERS IN BUYING PROCESS
    BUYING CRITERIA
PROCESS MINING MARKET, BY DATA SOURCE
133
  • 6.1 INTRODUCTION
    DATA SOURCES: PROCESS MINING MARKET DRIVERS
  • 6.2 ENTERPRISES RESOURCE PLANNING (ERP) SYSTEMS
    WIDESPREAD ADOPTION OF ERP SYSTEMS ACROSS INDUSTRIES TO DRIVE MARKET
    FINANCIAL ERP DATA
    INVENTORY ERP DATA
    PROCUREMENT ERP DATA
  • 6.3 CUSTOMER RELATIONSHIP MANAGEMENT (CRM) SYSTEMS
    NEED TO HARNESS CUSTOMER-CENTRIC DATA FROM CRM SYSTEMS TO PROPEL GROWTH
    SALES CRM DATA
    MARKETING CRM DATA
    CUSTOMER SUPPORT CRM DATA
  • 6.4 IOT DEVICES & SENSORS
    RAPID ADOPTION OF IOT TECHNOLOGY ACROSS INDUSTRIES TO DRIVE POPULARITY OF IOT DEVICES AND SENSORS
    SENSOR DATA ANALYTICS
    IOT DEVICE PERFORMANCE DATA
    PREDICTIVE MAINTENANCE DATA
  • 6.5 CUSTOM APPLICATIONS & DATABASES
    RISING NEED TO ANALYZE AND OPTIMIZE SPECIFIC WORKFLOWS TO DRIVE ADOPTION OF CUSTOM APPLICATIONS AND DATABASES
    CUSTOM DATABASE TABLES
    LEGACY APPLICATION DATA
    WEB APPLICATION LOGS
  • 6.6 WORKFLOW & BPM SYSTEMS
    GROWING EMPHASIS ON STREAMLINING OPERATIONS AND BOOSTING PRODUCTIVITY FOR SUSTAINABLE BUSINESS EXPANSION TO DRIVE MARKET
    WORKFLOW PROCESS DATA
    BUSINESS PROCESS MODEL & NOTATION (BPMN) MODEL EXECUTION
    PROCESS WORKFLOW METRICS
  • 6.7 DOCUMENT MANAGEMENT SYSTEMS
    RAPID DIGITAL TRANSFORMATION TO PROPEL GROWTH OF DOCUMENT MANAGEMENT SYSTEMS
    DOCUMENT WORKFLOW DATA
    CONTENT MANAGEMENT DATA
    DIGITAL SIGNATURE WORKFLOWS
  • 6.8 SUPPLY CHAIN & LOGISTICS DATA
    SURGE IN ECOMMERCE AND GLOBAL TRADE TO BOOST GROWTH OF PROCESS MINING SOLUTIONS ACROSS SUPPLY CHAINS
    TRANSPORTATION & SHIPPING DATA
    SUPPLIER & VENDOR INTERACTIONS
    COLD CHAIN MONITORING DATA
  • 6.9 FINANCIAL SYSTEMS DATA
    INCREASING COMPLEXITY OF FINANCIAL TRANSACTIONS TO SPUR DEMAND FOR PROCESS MINING TOOLS
    ACCOUNTING & FINANCIAL TRANSACTIONS
    EXPENSE MANAGEMENT DATA
    AUDIT & COMPLIANCE RECORDS
  • 6.10 OTHER DATA SOURCES
PROCESS MINING MARKET, BY MINING ALGORITHM
175
  • 7.1 INTRODUCTION
    MINING ALGORITHMS: PROCESS MINING MARKET DRIVERS
  • 7.2 DISCOVERY ALGORITHMS
    DISCOVERY ALGORITHMS HELP ORGANIZATIONS GAIN INSIGHTS INTO OPERATIONS FOR OPTIMIZATION AND EFFICIENCY
    HEURISTIC MINING
    - Directly-follows Graph Discovery
    - Dependency Graph Discovery
    ALPHA MINER
    - Enhanced Heuristic Mining
    - Noise Filtering
    - Loop Handling
    INDUCTIVE MINER
    - Directly-follows Graph Induction
    - Log Petri Net Conversion
    - Noise Tolerance
  • 7.3 CONFORMANCE CHECKING ALGORITHMS
    CONFORMANCE CHECKING ALGORITHMS ALIGN PROCESSES WITH INTENDED MODELS, IMPROVING PERFORMANCE AND COMPLIANCE
    TOKEN-BASED REPLAY
    - Token-based Replay Fitness Analysis
    - Token-based Replay Alignments
    - Token-based Replay Precision & Generalization
    LOG-BASED CONFORMANCE CHECKING
    - Deviation Detection
    - Conformance Metrics
    - Root Cause Analysis
    MODEL-BASED CONFORMANCE CHECKING
    - Process Model Alignment
    - Model-based Conformance Checking Fitness Analysis
    - Model-based Conformance Checking Precision & Generalization
  • 7.4 ENHANCEMENT & EXTENSION ALGORITHMS
    ENHANCEMENT & EXTENSION ALGORITHMS REFINE EXISTING PROCESS MODELS THROUGH IMPROVED OPERATIONAL EFFECTIVENESS
    PROCESS SIMULATION
    - Monte Carlo Simulation
    - Process Variability Analysis
    - What-If-Analysis
    RECOMMENDATION ALGORITHMS
    - Process Optimization Recommendations
    - Resource Allocation Recommendations
    - Compliance Improvement Guidance
    PREDICTIVE ANALYTICS ALGORITHMS
    - Machine Learning for Process Predictions
    - Predictive KPI Monitoring
  • 7.5 CLUSTERING & CLASSIFICATION ALGORITHMS
    CLUSTERING & CLASSIFICATION ALGORITHMS ENABLE BETTER RESOURCE ALLOCATION AND INFORMED DECISION-MAKING
    PROCESS INSTANCE CLUSTERING
    - Similarity Measures
    - Hierarchical Clustering
    - K-Means Clustering
    PROCESS VARIANT CLASSIFICATION
    - Decision Tree Classification
    - Naive Bayes Classification
    - Support Vector Machines (SVM)
    ANOMALY DETECTION
    - Statistical Anomaly Detection
    - Isolation Forest
    - Autoencoders for Sequence Anomalies
  • 7.6 SEQUENCE ANALYSIS ALGORITHMS
    SEQUENCE ANALYSIS ALGORITHMS ENABLE BUSINESSES TO IMPROVE SEQUENCING OF CRUCIAL PROCESSES FOR INCREASED EFFICIENCY
    SEQUENTIAL PATTERN MINING
    - Frequent Sequential Pattern Discovery
    - Parallel Sequence Mining
    SEQUENCE ALIGNMENT
    - Event Log Sequence Alignment
    - Sequence Edit Distance Metrics
    - Sequence Clustering
    PROCESS PATH ANALYSIS
    - Path Frequency Analysis
    - Process Path Abstraction
    - Critical Path Identification
  • 7.7 DEEP LEARNING ALGORITHMS
    DEEP LEARNING ALGORITHMS LEVERAGE NEURAL NETWORKS TO ENHANCE PREDICTIVE CAPABILITIES AND OPERATIONAL INTELLIGENCE
    RECURRENT NEURAL NETWORKS (RNN)
    - LSTM-based Process Analysis
    - GRU-based Sequence Modeling
    - Event Sequence Prediction
    TRANSFORMER MODELS
    - Attention-based Process Analysis
    - Transformer-XL for Long Sequences
    - Process Text Mining
    GRAPH NEURAL NETWORKS (GNN)
    - Graph-based Process Analysis
    - Graph Attention Networks (GAT)
    - GNNs for Process Prediction
  • 7.8 TEMPORAL PROCESS MINING ALGORITHMS
    GROWING FOCUS ON TIMING AND DURATION OF PROCESS EVENTS AND OPTIMIZING TIMING-BASED PROCESSES TO DRIVE GROWTH
    TEMPORAL PATTERN DISCOVERY
    - Time Interval-based Patterns
    - Temporal Rules and Constraints
    - Duration Analysis
    TIME SERIES ANALYSIS
    - Event Log Time Series Analysis
    - Process Event Forecasting
    - Time-related Process Insights
  • 7.9 OTHER MINING ALGORITHMS
PROCESS MINING MARKET, BY OFFERING
226
  • 8.1 INTRODUCTION
    OFFERINGS: PROCESS MINING MARKET DRIVERS
  • 8.2 SOFTWARE
    PROCESS DISCOVERY TOOLS
    - Process discovery tools empower organizations to enhance and streamline their processes
    - Event Log-based Discovery
    - Process Map-based Discovery
    CONFORMANCE CHECKING TOOLS
    - Conformance checking tools bridge gap between theoretical models and actual operational realities
    - Model-checking Conformance
    - Log-based Conformance
    PROCESS ENHANCEMENT AND SIMULATION TOOLS
    - Need for fostering process enhancement and simulation to drive market growth
    - Simulation & Optimization
    - Process Enhancement & Automation
    PERFORMANCE ANALYSIS TOOLS
    - Performance analysis tools enable businesses to gain valuable insights into efficiency and effectiveness of operational processes
    - Performance Metrics
    - Performance Visualization
    VISUALIZATION TOOLS
    - Growing need for businesses to transform complex data into actionable insights to spur demand
    - Process Visualization
    - Data Visualization
    CONTINUOUS MONITORING & ANALYTICS TOOLS
    - Need for companies to drive proactive and strategic decision-making to boost adoption of continuous monitoring & analytics tools
    - Real-time Monitoring
    - Historical Analytics
    - Predictive Analytics
    - Advanced Prediction Models
    INTEGRATION & COLLABORATION TOOLS
    - Growing demand among organizations to enhance efficiency and foster seamless communication to spur growth
    - Data Integration
    - Collaboration Tools
    OTHER SOFTWARE SOLUTIONS
  • 8.3 SERVICES
    PROFESSIONAL SERVICES
    - Professional services offer specialized expertise for seamless integration of process mining tools
    MANAGED SERVICES
    - Managed services provide end-to-end management of process mining, helping businesses focus on core competencies
PROCESS MINING MARKET, BY VERTICAL
276
  • 9.1 INTRODUCTION
    VERTICALS: PROCESS MINING MARKET DRIVERS
  • 9.2 BFSI
    FOCUS ON TRANSFORMING BFSI LANDSCAPE WITH OPERATIONAL EXCELLENCE TO DRIVE GROWTH
    - Loan Origination & Underwriting
    - Fraud Detection & Prevention
    - Customer Onboarding & KYC
    - Claims Processing
    - Others
  • 9.3 MANUFACTURING
    PROCESS MINING OFFERS COMPREHENSIVE VIEW OF ENTIRE PRODUCTION CHAIN IN MANUFACTURING SECTOR
    - Production Optimization
    - Quality Control & Assurance
    - Supply Chain Management
    - Maintenance & Reliability
    - Others
  • 9.4 IT & ITES
    EMPHASIS ON EMPOWERING ORGANIZATIONS TO NAVIGATE COMPLEXITIES OF IT SERVICE DELIVERY TO BOOST GROWTH
    - Software Development Lifecycle (SDLC) Analysis
    - IT Help & Desk Support
    - IT Infrastructure Management
    - Cybersecurity & Threat Detection
    - Others
  • 9.5 HEALTHCARE & LIFE SCIENCES
    NEED FOR IMPROVING PATIENT CARE AND DRIVING INNOVATION TO SPUR ADOPTION OF PROCESS MINING SERVICES
    - Patient Care & Hospital Management
    - Clinical Trials Optimization
    - Electronic Health Records (EHR) Analysis
    - Supply Chain & Pharmaceutical Manufacturing
    - Others
  • 9.6 RETAIL & ECOMMERCE
    RISING IMPORTANCE OF IDENTIFYING CUSTOMER PATTERNS AND PREFERENCES TO PROPEL MARKET
    - Customer Experience Enhancement
    - Inventory & Stock Management
    - Order Fulfillment & Logistics
    - Pricing & Promotion Strategy
    - Others
  • 9.7 ENERGY & UTILITIES
    PROCESS MINING ENHANCES SUPPLY CHAIN AND MAINTENANCE PROCEDURES IN ENERGY & UTILITIES SECTOR
    - Energy Consumption Analysis
    - Asset Management & Predictive Maintenance
    - Grid & Distribution Optimization
    - Environmental Compliance
    - Others
  • 9.8 TRANSPORTATION & LOGISTICS
    GROWING DEMAND FOR MORE AGILE AND RESPONSIVE SUPPLY CHAIN TO DRIVE MARKET
    - Route Optimization
    - Inventory & Warehouse Management
    - Logistics Visibility & Tracking
    - Safety & Compliance
    - Others
  • 9.9 GOVERNMENT & DEFENSE
    PROCESS MINING SERVES AS CRITICAL TOOL FOR MAINTAINING OPERATIONAL INTEGRITY IN GOVERNMENT & DEFENSE SECTOR
    - Citizen Services Improvement
    - Public Health & Safety
    - Regulatory Compliance & Auditing
    - Others
  • 9.10 EDUCATION
    NEED FOR INSTITUTIONS TO MEET NECESSARY BENCHMARKS AND MAINTAIN HIGH STANDARD OF EDUCATION TO PROPEL USE OF PROCESS MINING STRATEGIES
    - Student Lifecycle Management
    - Curriculum & Course Optimization
    - Resource Allocation
    - Others
  • 9.11 OTHER VERTICALS
PROCESS MINING MARKET, BY REGION
373
  • 10.1 INTRODUCTION
  • 10.2 NORTH AMERICA
    NORTH AMERICA: PROCESS MINING MARKET DRIVERS
    NORTH AMERICA: RECESSION IMPACT
    US
    - Rising demand for process mining solutions to contribute to market growth
    CANADA
    - Growing adoption of insurance solutions by enterprises to drive market
  • 10.3 EUROPE
    EUROPE: PROCESS MINING MARKET DRIVERS
    EUROPE: RECESSION IMPACT
    UK
    - Surge in demand for operational efficiency and streamlined business processes across diverse industries to drive growth
    GERMANY
    - Growing emphasis on data-driven decision-making and actionable insights to boost market
    FRANCE
    - Robust combination of economic stability and growing awareness regarding transformative potential of process optimization to drive adoption of process mining technologies
    ITALY
    - Need for identifying and addressing inefficiencies in business processes to spur market expansion
    SPAIN
    - Rising emphasis on recognizing importance of optimizing operational processes to strengthen use of process mining technologies
    NETHERLANDS
    - Need for continuous improvement in businesses to fuel adoption of process mining solutions
    REST OF EUROPE
  • 10.4 ASIA PACIFIC
    ASIA PACIFIC: PROCESS MINING MARKET DRIVERS
    ASIA PACIFIC: RECESSION IMPACT
    CHINA
    - Rising emphasis on enhancing operational efficiency and gaining competitive edge to drive market
    INDIA
    - Growing awareness among businesses regarding potential benefits and transparency of process mining technologies to boost market
    JAPAN
    - Rising demand to streamline production processes to leverage process mining solutions
    SOUTH KOREA
    - Increasing investments in advanced analytics and artificial intelligence to drive growth of market
    SINGAPORE
    - Increasing government initiatives and rising use of data analytics to contribute to market growth
    AUSTRALIA & NEW ZEALAND
    - Strong focus on digital transformation to encourage market expansion
    REST OF ASIA PACIFIC
  • 10.5 MIDDLE EAST & AFRICA
    MIDDLE EAST & AFRICA: PROCESS MINING MARKET DRIVERS
    MIDDLE EAST & AFRICA: RECESSION IMPACT
    SAUDI ARABIA
    - Government’s commitment to digital transformation and innovation to drive market growth
    UAE
    - Increased investments by governments in emerging technologies to boost market growth
    SOUTH AFRICA
    - Growing recognition of data-driven decision-making to encourage adoption of process mining solutions
    TURKEY
    - Expansion of telecommunications sector to create opportunities for process mining market players
    REST OF MIDDLE EAST & AFRICA
  • 10.6 LATIN AMERICA
    LATIN AMERICA: PROCESS MINING MARKET DRIVERS
    LATIN AMERICA: RECESSION IMPACT
    BRAZIL
    - Growing investments in technology infrastructure to bolster popularity of process mining technologies
    MEXICO
    - Rapid growth of venture capital ecosystem to encourage start-ups to adopt process mining technologies
    ARGENTINA
    - Growing awareness among industries regarding benefits of adopting process mining solutions to boost market
    REST OF LATIN AMERICA
COMPETITIVE LANDSCAPE
438
  • 11.1 OVERVIEW
  • 11.2 STRATEGIES ADOPTED BY KEY PLAYERS
  • 11.3 REVENUE ANALYSIS FOR KEY PLAYERS
  • 11.4 MARKET SHARE ANALYSIS
  • 11.5 BRAND/PRODUCT COMPARATIVE ANALYSIS
    BRAND/PRODUCT COMPARATIVE ANALYSIS, BY PROCESS DISCOVERY SOFTWARE
    - Appian
    - UiPath
    - Automation Anywhere
    - Nintex
    BRAND/PRODUCT COMPARATIVE ANALYSIS, BY CONFORMANCE CHECKING SOFTWARE
    - Celonis
    - Software AG
    - QPR Software
    - Workfellow
    BRAND/PRODUCT COMPARATIVE ANALYSIS, BY PROCESS ENHANCEMENT & OPTIMIZATION SOFTWARE
    - Apromore
    - Mehrwerk
    - Skan.ai
    - Pegasystems
  • 11.6 COMPANY EVALUATION MATRIX, 2022
    STARS
    EMERGING LEADERS
    PERVASIVE PLAYERS
    PARTICIPANTS
    COMPANY FOOTPRINT
  • 11.7 START-UP/SME EVALUATION MATRIX, 2022
    PROGRESSIVE COMPANIES
    RESPONSIVE COMPANIES
    DYNAMIC COMPANIES
    STARTING BLOCKS
    COMPETITIVE BENCHMARKING
  • 11.8 VALUATION AND FINANCIAL METRICS OF KEY PROCESS MINING VENDORS
  • 11.9 COMPETITIVE SCENARIO AND TRENDS
    PRODUCT LAUNCHES & ENHANCEMENTS
    DEALS
COMPANY PROFILES
467
  • 12.1 INTRODUCTION
  • 12.2 KEY PLAYERS
    IBM
    - Business overview
    - Products/Solutions/Services offered
    - Recent developments
    - MnM view
    ABBYY
    - Business overview
    - Products/Solutions/Services offered
    - Recent developments
    - MnM view
    CELONIS
    - Business overview
    - Products/Solutions/Services offered
    - Recent developments
    - MnM view
    UIPATH
    - Business overview
    - Products/Solutions/Services offered
    - Recent developments
    - MnM view
    SOFTWARE AG
    - Business overview
    - Products/Solutions/Services offered
    - Recent developments
    - MnM view
    SAP SIGNAVIO
    - Business overview
    - Products/Solutions/Services offered
    - Recent developments
    MICROSOFT
    - Business overview
    - Products/Solutions/Services offered
    - Recent developments
    QPR SOFTWARE
    - Business overview
    - Products/Solutions/Services offered
    - Recent developments
    PEGASYSTEMS
    - Business overview
    - Products/Solutions/Services offered
    - Recent developments
    APPIAN
    - Business overview
    - Products/Solutions/Services offered
    - Recent developments
    SOROCO
    MEHRWERK
    KOFAX
    IGRAFX
    NINTEX
    AUTOMATION ANYWHERE
    HYLAND SOFTWARE
  • 12.3 START-UPS/SMES
    APROMORE
    FLUXICON
    BUSINESS OPTIX
    STEREOLOGIC
    WORKSOFT
    DATAPOLIS
    INVERBIS ANALYTICS
    SKAN.AI
    MINDZIE
    CYCLONE ROBOTICS
    UPFLUX
    PUZZLEDATA
    KYP.AI
    WORKFELLOW
ADJACENT AND RELATED MARKETS
520
  • 13.1 INTRODUCTION
  • 13.2 BUSINESS PROCESS MANAGEMENT (BPM) MARKET
    MARKET DEFINITION
    MARKET OVERVIEW
    - Business process management market, by component
    - Business process management market, by business function
    - Business process management market, by deployment mode
    - Business process management market, by organization size
    - Business process management market, by industry
    - Business process management market, by region
  • 13.3 BUSINESS INTELLIGENCE MARKET
    MARKET DEFINITION
    MARKET OVERVIEW
    - Business intelligence market, by component
    - Business intelligence market, by deployment mode
    - Business intelligence market, by organization size
    - Business intelligence market, by business function
    - Business intelligence market, by industry vertical
    - Business intelligence market, by region
APPENDIX
530
  • 14.1 DISCUSSION GUIDE
  • 14.2 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
  • 14.3 CUSTOMIZATION OPTIONS
  • 14.4 RELATED REPORTS
  • 14.5 AUTHOR DETAILS
LIST OF TABLES
 
  • TABLE 1 PROCESS MINING MARKET: DETAILED SEGMENTATION
  • TABLE 2 USD EXCHANGE RATES, 2018–2022
  • TABLE 3 PRIMARY INTERVIEWS
  • TABLE 4 FACTOR ANALYSIS
  • TABLE 5 IMPACT OF RECESSION ON GLOBAL PROCESS MINING MARKET
  • TABLE 6 GLOBAL PROCESS MINING MARKET SIZE AND GROWTH RATE, 2018–2022 (USD MILLION, Y-O-Y %)
  • TABLE 7 GLOBAL PROCESS MINING MARKET SIZE AND GROWTH RATE, 2023–2028 (USD MILLION, Y-O-Y %)
  • TABLE 8 ROLE OF PLAYERS IN VALUE CHAIN
  • TABLE 9 ROLE OF PLAYERS IN MARKET ECOSYSTEM
  • TABLE 10 BEST PRACTICES IN PROCESS MINING MARKET
  • TABLE 11 PROCESS MINING SOFTWARE TARIFF, BY COUNTRY, 2022
  • TABLE 12 NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
  • TABLE 13 EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
  • TABLE 14 ASIA PACIFIC: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
  • TABLE 15 MIDDLE EAST & AFRICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
  • TABLE 16 LATIN AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
  • TABLE 17 PATENTS FILED, 2013–2023
  • TABLE 18 TOP 20 PATENT OWNERS IN PROCESS MINING MARKET, 2013–2023
  • TABLE 19 LIST OF TOP PATENTS IN PROCESS MINING MARKET, 2023
  • TABLE 20 AVERAGE SELLING PRICE TREND OF KEY PLAYERS, BY SOFTWARE TYPE
  • TABLE 21 INDICATIVE PRICING ANALYSIS, BY PROCESS MINING VENDOR
  • TABLE 22 KEY CONFERENCES & EVENTS, 2023–2023
  • TABLE 23 PROCESS MINING TECHNOLOGY ROADMAP
  • TABLE 24 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE VERTICALS
  • TABLE 25 KEY BUYING CRITERIA FOR TOP THREE APPLICATIONS
  • TABLE 26 PROCESS MINING MARKET, BY DATA SOURCE, 2018–2022 (USD MILLION)
  • TABLE 27 PROCESS MINING MARKET, BY DATA SOURCE, 2023–2028 (USD MILLION)
  • TABLE 28 PROCESS MINING MARKET, BY ERP SYSTEM, 2018–2022 (USD MILLION)
  • TABLE 29 PROCESS MINING MARKET, BY ERP SYSTEM, 2023–2028 (USD MILLION)
  • TABLE 30 FINANCIAL ERP DATA: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 31 FINANCIAL ERP DATA: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 32 INVENTORY ERP DATA: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 33 INVENTORY ERP DATA: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 34 PROCUREMENT ERP DATA: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 35 PROCUREMENT ERP DATA: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 36 PROCESS MINING MARKET, BY CRM SYSTEM, 2018–2022 (USD MILLION)
  • TABLE 37 PROCESS MINING MARKET, BY CRM SYSTEM, 2023–2028 (USD MILLION)
  • TABLE 38 SALES CRM DATA: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 39 SALES CRM DATA: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 40 MARKETING CRM DATA: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 41 MARKETING CRM DATA: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 42 CUSTOMER SUPPORT CRM DATA: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 43 CUSTOMER SUPPORT CRM DATA: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 44 PROCESS MINING MARKET, BY IOT DEVICE & SENSOR, 2018–2022 (USD MILLION)
  • TABLE 45 PROCESS MINING MARKET, BY IOT DEVICE & SENSOR, 2023–2028 (USD MILLION)
  • TABLE 46 SENSOR DATA ANALYTICS: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 47 SENSOR DATA ANALYTICS: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 48 IOT DEVICE PERFORMANCE DATA: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 49 IOT DEVICE PERFORMANCE DATA: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 50 PREDICTIVE MAINTENANCE DATA: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 51 PREDICTIVE MAINTENANCE DATA: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 52 PROCESS MINING MARKET, BY CUSTOM APPLICATION & DATABASE, 2018–2022 (USD MILLION)
  • TABLE 53 PROCESS MINING MARKET, BY CUSTOM APPLICATION & DATABASE, 2023–2028 (USD MILLION)
  • TABLE 54 CUSTOM DATABASE TABLES: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 55 CUSTOM DATABASE TABLES: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 56 LEGACY APPLICATION DATA: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 57 LEGACY APPLICATION DATA: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 58 WEB APPLICATION LOGS: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 59 WEB APPLICATION LOGS: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 60 PROCESS MINING MARKET, BY WORKFLOW & BPM SYSTEM, 2018–2022 (USD MILLION)
  • TABLE 61 PROCESS MINING MARKET, BY WORKFLOW & BPM SYSTEM, 2023–2028 (USD MILLION)
  • TABLE 62 WORKFLOW PROCESS DATA: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 63 WORKFLOW PROCESS DATA: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 64 BUSINESS PROCESS MODEL & NOTATION (BPMN) MODEL EXECUTION: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 65 BUSINESS PROCESS MODEL & NOTATION (BPMN) MODEL EXECUTION: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 66 PROCESS WORKFLOW METRICS: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 67 PROCESS WORKFLOW METRICS: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 68 PROCESS MINING MARKET, BY DOCUMENT MANAGEMENT SYSTEM, 2018–2022 (USD MILLION)
  • TABLE 69 PROCESS MINING MARKET, BY DOCUMENT MANAGEMENT SYSTEM, 2023–2028 (USD MILLION)
  • TABLE 70 DOCUMENT WORKFLOW DATA: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 71 DOCUMENT WORKFLOW DATA: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 72 CONTENT MANAGEMENT DATA: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 73 CONTENT MANAGEMENT DATA: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 74 DIGITAL SIGNATURE WORKFLOWS: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 75 DIGITAL SIGNATURE WORKFLOWS: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 76 PROCESS MINING MARKET, BY SUPPLY CHAIN & LOGISTICS DATA, 2018–2022 (USD MILLION)
  • TABLE 77 PROCESS MINING MARKET, BY SUPPLY CHAIN & LOGISTICS DATA, 2023–2028 (USD MILLION)
  • TABLE 78 TRANSPORTATION & SHIPPING DATA: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 79 TRANSPORTATION & SHIPPING DATA: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 80 SUPPLIER & VENDOR INTERACTIONS: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 81 SUPPLIER & VENDOR INTERACTIONS: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 82 COLD CHAIN MONITORING DATA: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 83 COLD CHAIN MONITORING DATA: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 84 PROCESS MINING MARKET, BY FINANCIAL SYSTEMS DATA, 2018–2022 (USD MILLION)
  • TABLE 85 PROCESS MINING MARKET, BY FINANCIAL SYSTEMS DATA, 2023–2028 (USD MILLION)
  • TABLE 86 ACCOUNTING & FINANCIAL TRANSACTIONS: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 87 ACCOUNTING & FINANCIAL TRANSACTIONS: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 88 EXPENSE MANAGEMENT DATA: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 89 EXPENSE MANAGEMENT DATA: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 90 AUDIT & COMPLIANCE RECORDS: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 91 AUDIT & COMPLIANCE RECORDS: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 92 OTHER DATA SOURCES: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 93 OTHER DATA SOURCES: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 94 PROCESS MINING MARKET, BY MINING ALGORITHM, 2018–2022 (USD MILLION)
  • TABLE 95 PROCESS MINING MARKET, BY MINING ALGORITHM, 2023–2028 (USD MILLION)
  • TABLE 96 PROCESS MINING MARKET, BY DISCOVERY ALGORITHM, 2018–2022 (USD MILLION)
  • TABLE 97 PROCESS MINING MARKET, BY DISCOVERY ALGORITHM, 2023–2028 (USD MILLION)
  • TABLE 98 HEURISTIC MINING: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 99 HEURISTIC MINING: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 100 ALPHA MINER: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 101 ALPHA MINER: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 102 INDUCTIVE MINER: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 103 INDUCTIVE MINER: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 104 PROCESS MINING MARKET, BY CONFORMANCE CHECKING ALGORITHM, 2018–2022 (USD MILLION)
  • TABLE 105 PROCESS MINING MARKET, BY CONFORMANCE CHECKING ALGORITHM, 2023–2028 (USD MILLION)
  • TABLE 106 TOKEN-BASED REPLAY: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 107 TOKEN-BASED REPLAY: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 108 LOG-BASED CONFORMANCE CHECKING: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 109 LOG-BASED CONFORMANCE CHECKING: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 110 MODEL-BASED CONFORMANCE CHECKING: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 111 MODEL-BASED CONFORMANCE CHECKING: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 112 PROCESS MINING MARKET, BY ENHANCEMENT & EXTENSION ALGORITHM, 2018–2022 (USD MILLION)
  • TABLE 113 PROCESS MINING MARKET, BY ENHANCEMENT & EXTENSION ALGORITHM, 2023–2028 (USD MILLION)
  • TABLE 114 PROCESS SIMULATION: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 115 PROCESS SIMULATION: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 116 RECOMMENDATION ALGORITHMS: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 117 RECOMMENDATION ALGORITHMS: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 118 PREDICTIVE ANALYTICS ALGORITHMS: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 119 PREDICTIVE ANALYTICS ALGORITHMS: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 120 PROCESS MINING MARKET, BY CLUSTERING & CLASSIFICATION ALGORITHM, 2018–2022 (USD MILLION)
  • TABLE 121 PROCESS MINING MARKET, BY CLUSTERING & CLASSIFICATION ALGORITHM, 2023–2028 (USD MILLION)
  • TABLE 122 PROCESS INSTANCE CLUSTERING: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 123 PROCESS INSTANCE CLUSTERING: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 124 PROCESS VARIANT CLASSIFICATION: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 125 PROCESS VARIANT CLASSIFICATION: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 126 ANOMALY DETECTION: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 127 ANOMALY DETECTION: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 128 PROCESS MINING MARKET, BY SEQUENCE ANALYSIS ALGORITHM, 2018–2022 (USD MILLION)
  • TABLE 129 PROCESS MINING MARKET, BY SEQUENCE ANALYSIS ALGORITHM, 2023–2028 (USD MILLION)
  • TABLE 130 SEQUENTIAL PATTERN MINING: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 131 SEQUENTIAL PATTERN MINING: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 132 SEQUENCE ALIGNMENT: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 133 SEQUENCE ALIGNMENT: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 134 PROCESS PATH ANALYSIS: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 135 PROCESS PATH ANALYSIS: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 136 PROCESS MINING MARKET, BY DEEP LEARNING FOR PROCESS MINING, 2018–2022 (USD MILLION)
  • TABLE 137 PROCESS MINING MARKET, BY DEEP LEARNING FOR PROCESS MINING, 2023–2028 (USD MILLION)
  • TABLE 138 RECURRENT NEURAL NETWORKS: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 139 RECURRENT NEURAL NETWORKS: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 140 TRANSFORMER MODELS: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 141 TRANSFORMER MODELS: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 142 GRAPH NEURAL NETWORKS: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 143 GRAPH NEURAL NETWORKS: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 144 PROCESS MINING MARKET, BY TEMPORAL PROCESS MINING ALGORITHM, 2018–2022 (USD MILLION)
  • TABLE 145 PROCESS MINING MARKET, BY TEMPORAL PROCESS MINING ALGORITHM, 2023–2028 (USD MILLION)
  • TABLE 146 TEMPORAL PATTERN DISCOVERY: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 147 TEMPORAL PATTERN DISCOVERY: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 148 TIME SERIES ANALYSIS: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 149 TIME SERIES ANALYSIS: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 150 OTHER MINING ALGORITHMS: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 151 OTHER MINING ALGORITHMS: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 152 PROCESS MINING MARKET, BY OFFERING, 2018–2022 (USD MILLION)
  • TABLE 153 PROCESS MINING MARKET, BY OFFERING, 2023–2028 (USD MILLION)
  • TABLE 154 PROCESS MINING MARKET, BY SOFTWARE, 2018–2022 (USD MILLION)
  • TABLE 155 PROCESS MINING MARKET, BY SOFTWARE, 2023–2028 (USD MILLION)
  • TABLE 156 PROCESS MINING MARKET, BY PROCESS DISCOVERY TOOL, 2018–2022 (USD MILLION)
  • TABLE 157 PROCESS MINING MARKET, BY PROCESS DISCOVERY TOOL, 2023–2028 (USD MILLION)
  • TABLE 158 EVENT LOG-BASED DISCOVERY: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 159 EVENT LOG-BASED DISCOVERY: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 160 PROCESS MAP-BASED DISCOVERY: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 161 PROCESS MAP-BASED DISCOVERY: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 162 PROCESS MINING MARKET, BY CONFORMANCE CHECKING TOOL, 2018–2022 (USD MILLION)
  • TABLE 163 PROCESS MINING MARKET, BY CONFORMANCE CHECKING TOOL, 2023–2028 (USD MILLION)
  • TABLE 164 MODEL-CHECKING CONFORMANCE: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 165 MODEL-CHECKING CONFORMANCE: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 166 LOG-BASED CONFORMANCE: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 167 LOG-BASED CONFORMANCE: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 168 PROCESS MINING MARKET, BY PROCESS ENHANCEMENT AND SIMULATION TOOL, 2018–2022 (USD MILLION)
  • TABLE 169 PROCESS MINING MARKET, BY PROCESS ENHANCEMENT AND SIMULATION TOOL, 2023–2028 (USD MILLION)
  • TABLE 170 SIMULATION & OPTIMIZATION: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 171 SIMULATION & OPTIMIZATION: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 172 PROCESS ENHANCEMENT & AUTOMATION: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 173 PROCESS ENHANCEMENT & AUTOMATION: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 174 PROCESS MINING MARKET, BY PERFORMANCE ANALYSIS TOOL, 2018–2022 (USD MILLION)
  • TABLE 175 PROCESS MINING MARKET, BY PERFORMANCE ANALYSIS TOOL, 2023–2028 (USD MILLION)
  • TABLE 176 PERFORMANCE METRICS: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 177 PERFORMANCE METRICS: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 178 PERFORMANCE VISUALIZATION: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 179 PERFORMANCE VISUALIZATION: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 180 PROCESS MINING MARKET, BY VISUALIZATION TOOL, 2018–2022 (USD MILLION)
  • TABLE 181 PROCESS MINING MARKET, BY VISUALIZATION TOOL, 2023–2028 (USD MILLION)
  • TABLE 182 PROCESS VISUALIZATION: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 183 PROCESS VISUALIZATION: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 184 DATA VISUALIZATION: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 185 DATA VISUALIZATION: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 186 PROCESS MINING MARKET, BY CONTINUOUS MONITORING & ANALYTICS TOOL, 2018–2022 (USD MILLION)
  • TABLE 187 PROCESS MINING MARKET, BY CONTINUOUS MONITORING & ANALYTICS TOOL, 2023–2028 (USD MILLION)
  • TABLE 188 REAL-TIME MONITORING: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 189 REAL-TIME MONITORING: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 190 HISTORICAL ANALYTICS: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 191 HISTORICAL ANALYTICS: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 192 PREDICTIVE ANALYTICS: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 193 PREDICTIVE ANALYTICS: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 194 ADVANCED PREDICTION MODELS: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 195 ADVANCED PREDICTION MODELS: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 196 PROCESS MINING MARKET, BY INTEGRATION & COLLABORATION TOOL, 2018–2022 (USD MILLION)
  • TABLE 197 PROCESS MINING MARKET, BY INTEGRATION & COLLABORATION TOOL, 2023–2028 (USD MILLION)
  • TABLE 198 DATA INTEGRATION: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 199 DATA INTEGRATION: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 200 COLLABORATION TOOLS: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 201 COLLABORATION TOOLS: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 202 OTHER SOFTWARE SOLUTIONS: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 203 OTHER SOFTWARE SOLUTIONS: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 204 PROCESS MINING MARKET, BY SERVICE, 2018–2022 (USD MILLION)
  • TABLE 205 PROCESS MINING MARKET, BY SERVICE, 2023–2028 (USD MILLION)
  • TABLE 206 PROFESSIONAL SERVICES: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 207 PROFESSIONAL SERVICES: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 208 MANAGED SERVICES: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 209 MANAGED SERVICES: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 210 PROCESS MINING MARKET, BY VERTICAL, 2018–2022 (USD MILLION)
  • TABLE 211 PROCESS MINING MARKET, BY VERTICAL, 2023–2028 (USD MILLION)
  • TABLE 212 PROCESS MINING MARKET, BY BFSI APPLICATION, 2018–2022 (USD MILLION)
  • TABLE 213 PROCESS MINING MARKET, BY BFSI APPLICATION, 2023–2028 (USD MILLION)
  • TABLE 214 LOAN ORIGINATION & UNDERWRITING: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 215 LOAN ORIGINATION & UNDERWRITING: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 216 FRAUD DETECTION & PREVENTION: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 217 FRAUD DETECTION & PREVENTION: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 218 CUSTOMER ONBOARDING & KYC: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 219 CUSTOMER ONBOARDING & KYC: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 220 CLAIMS PROCESSING: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 221 CLAIMS PROCESSING: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 222 OTHER BFSI APPLICATIONS: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 223 OTHER BFSI APPLICATIONS: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 224 PROCESS MINING MARKET, BY MANUFACTURING APPLICATION, 2018–2022 (USD MILLION)
  • TABLE 225 PROCESS MINING MARKET, BY MANUFACTURING APPLICATION, 2023–2028 (USD MILLION)
  • TABLE 226 PRODUCTION OPTIMIZATION: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 227 PRODUCTION OPTIMIZATION: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 228 QUALITY CONTROL & ASSURANCE: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 229 QUALITY CONTROL & ASSURANCE: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 230 SUPPLY CHAIN MANAGEMENT: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 231 SUPPLY CHAIN MANAGEMENT: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 232 MAINTENANCE & RELIABILITY: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 233 MAINTENANCE & RELIABILITY: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 234 OTHER MANUFACTURING APPLICATIONS: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 235 OTHER MANUFACTURING APPLICATIONS: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 236 PROCESS MINING MARKET, BY IT & ITES APPLICATION, 2018–2022 (USD MILLION)
  • TABLE 237 PROCESS MINING MARKET, BY IT & ITES APPLICATION, 2023–2028 (USD MILLION)
  • TABLE 238 SOFTWARE DEVELOPMENT LIFECYCLE ANALYSIS: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 239 SOFTWARE DEVELOPMENT LIFECYCLE ANALYSIS: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 240 IT HELP & DESK SUPPORT: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 241 IT HELP & DESK SUPPORT: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 242 IT INFRASTRUCTURE MANAGEMENT: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 243 IT INFRASTRUCTURE MANAGEMENT: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 244 CYBERSECURITY & THREAT DETECTION: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 245 CYBERSECURITY & THREAT DETECTION: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 246 OTHER IT & ITES APPLICATIONS: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 247 OTHER IT & ITES APPLICATIONS: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 248 PROCESS MINING MARKET, BY HEALTHCARE & LIFE SCIENCES APPLICATION, 2018–2022 (USD MILLION)
  • TABLE 249 PROCESS MINING MARKET, BY HEALTHCARE & LIFE SCIENCES APPLICATION, 2023–2028 (USD MILLION)
  • TABLE 250 PATIENT CARE & HOSPITAL MANAGEMENT: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 251 PATIENT CARE & HOSPITAL MANAGEMENT: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 252 CLINICAL TRIALS OPTIMIZATION: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 253 CLINICAL TRIALS OPTIMIZATION: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 254 ELECTRONIC HEALTH RECORDS ANALYSIS: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 255 ELECTRONIC HEALTH RECORDS ANALYSIS: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 256 SUPPLY CHAIN & PHARMACEUTICAL MANUFACTURING: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 257 SUPPLY CHAIN & PHARMACEUTICAL MANUFACTURING: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 258 OTHER HEALTHCARE APPLICATIONS: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 259 OTHER HEALTHCARE APPLICATIONS: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 260 PROCESS MINING MARKET, BY RETAIL & ECOMMERCE APPLICATION, 2018–2022 (USD MILLION)
  • TABLE 261 PROCESS MINING MARKET, BY RETAIL & ECOMMERCE APPLICATION, 2023–2028 (USD MILLION)
  • TABLE 262 CUSTOMER EXPERIENCE ENHANCEMENT: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 263 CUSTOMER EXPERIENCE ENHANCEMENT: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 264 INVENTORY & STOCK MANAGEMENT: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 265 INVENTORY & STOCK MANAGEMENT: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 266 ORDER FULFILLMENT & LOGISTICS: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 267 ORDER FULFILLMENT & LOGISTICS: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 268 PRICING & PROMOTION STRATEGY: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 269 PRICING & PROMOTION STRATEGY: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 270 OTHER RETAIL & ECOMMERCE APPLICATIONS: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 271 OTHER RETAIL & ECOMMERCE APPLICATIONS: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 272 PROCESS MINING MARKET, BY ENERGY & UTILITIES APPLICATION, 2018–2022 (USD MILLION)
  • TABLE 273 PROCESS MINING MARKET, BY ENERGY & UTILITIES APPLICATION, 2023–2028 (USD MILLION)
  • TABLE 274 ENERGY CONSUMPTION ANALYSIS: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 275 ENERGY CONSUMPTION ANALYSIS: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 276 ASSET MANAGEMENT & PREDICTIVE MAINTENANCE: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 277 ASSET MANAGEMENT & PREDICTIVE MAINTENANCE: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 278 GRID & DISTRIBUTION OPTIMIZATION: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 279 GRID & DISTRIBUTION OPTIMIZATION: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 280 ENVIRONMENTAL COMPLIANCE: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 281 ENVIRONMENTAL COMPLIANCE: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 282 OTHER ENERGY & UTILITIES APPLICATIONS: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 283 OTHER ENERGY & UTILITIES APPLICATIONS: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 284 PROCESS MINING MARKET, BY TRANSPORTATION & LOGISTICS APPLICATION, 2018–2022 (USD MILLION)
  • TABLE 285 PROCESS MINING MARKET, BY TRANSPORTATION & LOGISTICS APPLICATION, 2023–2028 (USD MILLION)
  • TABLE 286 ROUTE OPTIMIZATION: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 287 ROUTE OPTIMIZATION: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 288 INVENTORY & WAREHOUSE MANAGEMENT: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 289 INVENTORY & WAREHOUSE MANAGEMENT: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 290 LOGISTICS VISIBILITY & TRACKING: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 291 LOGISTICS VISIBILITY & TRACKING: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 292 SAFETY & COMPLIANCE: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 293 SAFETY & COMPLIANCE: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 294 OTHER TRANSPORTATION & LOGISTICS APPLICATIONS: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 295 OTHER TRANSPORTATION & LOGISTICS APPLICATIONS: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 296 PROCESS MINING MARKET, BY GOVERNMENT & DEFENSE APPLICATION, 2018–2022 (USD MILLION)
  • TABLE 297 PROCESS MINING MARKET, BY GOVERNMENT & DEFENSE APPLICATION, 2023–2028 (USD MILLION)
  • TABLE 298 CITIZEN SERVICES IMPROVEMENT: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 299 CITIZEN SERVICES IMPROVEMENT: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 300 PUBLIC HEALTH & SAFETY: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 301 PUBLIC HEALTH & SAFETY: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 302 REGULATORY COMPLIANCE & AUDITING: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 303 REGULATORY COMPLIANCE & AUDITING: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 304 OTHER GOVERNMENT & DEFENSE APPLICATIONS: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 305 OTHER GOVERNMENT & DEFENSE APPLICATIONS: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 306 PROCESS MINING MARKET, BY EDUCATION APPLICATION, 2018–2022 (USD MILLION)
  • TABLE 307 PROCESS MINING MARKET, BY EDUCATION APPLICATION, 2023–2028 (USD MILLION)
  • TABLE 308 STUDENT LIFECYCLE MANAGEMENT: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 309 STUDENT LIFECYCLE MANAGEMENT: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 310 CURRICULUM & COURSE OPTIMIZATION: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 311 CURRICULUM & COURSE OPTIMIZATION: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 312 RESOURCE ALLOCATION: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 313 RESOURCE ALLOCATION: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 314 OTHER EDUCATION APPLICATIONS: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 315 OTHER EDUCATION APPLICATIONS: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 316 OTHER VERTICALS: PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 317 OTHER VERTICALS: PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 318 PROCESS MINING MARKET, BY REGION, 2018–2022 (USD MILLION)
  • TABLE 319 PROCESS MINING MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 320 NORTH AMERICA: PROCESS MINING MARKET, BY OFFERING, 2018–2022 (USD MILLION)
  • TABLE 321 NORTH AMERICA: PROCESS MINING MARKET, BY OFFERING, 2023–2028 (USD MILLION)
  • TABLE 322 NORTH AMERICA: PROCESS MINING MARKET, BY SOFTWARE, 2018–2022 (USD MILLION)
  • TABLE 323 NORTH AMERICA: PROCESS MINING MARKET, BY SOFTWARE, 2023–2028 (USD MILLION)
  • TABLE 324 NORTH AMERICA: PROCESS MINING MARKET, BY SERVICE, 2018–2022 (USD MILLION)
  • TABLE 325 NORTH AMERICA: PROCESS MINING MARKET, BY SERVICE, 2023–2028 (USD MILLION)
  • TABLE 326 NORTH AMERICA: PROCESS MINING MARKET, BY MINING ALGORITHM, 2018–2022 (USD MILLION)
  • TABLE 327 NORTH AMERICA: PROCESS MINING MARKET, BY MINING ALGORITHM, 2023–2028 (USD MILLION)
  • TABLE 328 NORTH AMERICA: PROCESS MINING MARKET, BY DATA SOURCE, 2018–2022 (USD MILLION)
  • TABLE 329 NORTH AMERICA: PROCESS MINING MARKET, BY DATA SOURCE, 2023–2028 (USD MILLION)
  • TABLE 330 NORTH AMERICA: PROCESS MINING MARKET, BY VERTICAL, 2018–2022 (USD MILLION)
  • TABLE 331 NORTH AMERICA: PROCESS MINING MARKET, BY VERTICAL, 2023–2028 (USD MILLION)
  • TABLE 332 NORTH AMERICA: PROCESS MINING MARKET, BY COUNTRY, 2018–2022 (USD MILLION)
  • TABLE 333 NORTH AMERICA: PROCESS MINING MARKET, BY COUNTRY, 2023–2028 (USD MILLION)
  • TABLE 334 US: PROCESS MINING MARKET, BY OFFERING, 2018–2022 (USD MILLION)
  • TABLE 335 US: PROCESS MINING MARKET, BY OFFERING, 2023–2028 (USD MILLION)
  • TABLE 336 CANADA: PROCESS MINING MARKET, BY OFFERING, 2018–2022 (USD MILLION)
  • TABLE 337 CANADA: PROCESS MINING MARKET, BY OFFERING, 2023–2028 (USD MILLION)
  • TABLE 338 EUROPE: PROCESS MINING MARKET, BY OFFERING, 2018–2022 (USD MILLION)
  • TABLE 339 EUROPE: PROCESS MINING MARKET, BY OFFERING, 2023–2028 (USD MILLION)
  • TABLE 340 EUROPE: PROCESS MINING MARKET, BY SOFTWARE, 2018–2022 (USD MILLION)
  • TABLE 341 EUROPE: PROCESS MINING MARKET, BY SOFTWARE, 2023–2028 (USD MILLION)
  • TABLE 342 EUROPE: PROCESS MINING MARKET, BY SERVICE, 2018–2022 (USD MILLION)
  • TABLE 343 EUROPE: PROCESS MINING MARKET, BY SERVICE, 2023–2028 (USD MILLION)
  • TABLE 344 EUROPE: PROCESS MINING MARKET, BY MINING ALGORITHM, 2018–2022 (USD MILLION)
  • TABLE 345 EUROPE: PROCESS MINING MARKET, BY MINING ALGORITHM, 2023–2028 (USD MILLION)
  • TABLE 346 EUROPE: PROCESS MINING MARKET, BY DATA SOURCE, 2018–2022 (USD MILLION)
  • TABLE 347 EUROPE: PROCESS MINING MARKET, BY DATA SOURCE, 2023–2028 (USD MILLION)
  • TABLE 348 EUROPE: PROCESS MINING MARKET, BY VERTICAL, 2018–2022 (USD MILLION)
  • TABLE 349 EUROPE: PROCESS MINING MARKET, BY VERTICAL, 2023–2028 (USD MILLION)
  • TABLE 350 EUROPE: PROCESS MINING MARKET, BY COUNTRY, 2018–2022 (USD MILLION)
  • TABLE 351 EUROPE: PROCESS MINING MARKET, BY COUNTRY, 2023–2028 (USD MILLION)
  • TABLE 352 UK: PROCESS MINING MARKET, BY OFFERING, 2018–2022 (USD MILLION)
  • TABLE 353 UK: PROCESS MINING MARKET, BY OFFERING, 2023–2028 (USD MILLION)
  • TABLE 354 GERMANY: PROCESS MINING MARKET, BY OFFERING, 2018–2022 (USD MILLION)
  • TABLE 355 GERMANY: PROCESS MINING MARKET, BY OFFERING, 2023–2028 (USD MILLION)
  • TABLE 356 FRANCE: PROCESS MINING MARKET, BY OFFERING, 2018–2022 (USD MILLION)
  • TABLE 357 FRANCE: PROCESS MINING MARKET, BY OFFERING, 2023–2028 (USD MILLION)
  • TABLE 358 ITALY: PROCESS MINING MARKET, BY OFFERING, 2018–2022 (USD MILLION)
  • TABLE 359 ITALY: PROCESS MINING MARKET, BY OFFERING, 2023–2028 (USD MILLION)
  • TABLE 360 SPAIN: PROCESS MINING MARKET, BY OFFERING, 2018–2022 (USD MILLION)
  • TABLE 361 SPAIN: PROCESS MINING MARKET, BY OFFERING, 2023–2028 (USD MILLION)
  • TABLE 362 NETHERLANDS: PROCESS MINING MARKET, BY OFFERING, 2018–2022 (USD MILLION)
  • TABLE 363 NETHERLANDS: PROCESS MINING MARKET, BY OFFERING, 2023–2028 (USD MILLION)
  • TABLE 364 REST OF EUROPE: PROCESS MINING MARKET, BY OFFERING, 2018–2022 (USD MILLION)
  • TABLE 365 REST OF EUROPE: PROCESS MINING MARKET, BY OFFERING, 2023–2028 (USD MILLION)
  • TABLE 366 ASIA PACIFIC: PROCESS MINING MARKET, BY OFFERING, 2018–2022 (USD MILLION)
  • TABLE 367 ASIA PACIFIC: PROCESS MINING MARKET, BY OFFERING, 2023–2028 (USD MILLION)
  • TABLE 368 ASIA PACIFIC: PROCESS MINING MARKET, BY SOFTWARE, 2018–2022 (USD MILLION)
  • TABLE 369 ASIA PACIFIC: PROCESS MINING MARKET, BY SOFTWARE, 2023–2028 (USD MILLION)
  • TABLE 370 ASIA PACIFIC: PROCESS MINING MARKET, BY SERVICE, 2018–2022 (USD MILLION)
  • TABLE 371 ASIA PACIFIC: PROCESS MINING MARKET, BY SERVICE, 2023–2028 (USD MILLION)
  • TABLE 372 ASIA PACIFIC: PROCESS MINING MARKET, BY MINING ALGORITHM, 2018–2022 (USD MILLION)
  • TABLE 373 ASIA PACIFIC: PROCESS MINING MARKET, BY MINING ALGORITHM, 2023–2028 (USD MILLION)
  • TABLE 374 ASIA PACIFIC: PROCESS MINING MARKET, BY DATA SOURCE, 2018–2022 (USD MILLION)
  • TABLE 375 ASIA PACIFIC: PROCESS MINING MARKET, BY DATA SOURCE, 2023–2028 (USD MILLION)
  • TABLE 376 ASIA PACIFIC: PROCESS MINING MARKET, BY VERTICAL, 2018–2022 (USD MILLION)
  • TABLE 377 ASIA PACIFIC: PROCESS MINING MARKET, BY VERTICAL, 2023–2028 (USD MILLION)
  • TABLE 378 ASIA PACIFIC: PROCESS MINING MARKET, BY COUNTRY, 2018–2022 (USD MILLION)
  • TABLE 379 ASIA PACIFIC: PROCESS MINING MARKET, BY COUNTRY, 2023–2028 (USD MILLION)
  • TABLE 380 CHINA: PROCESS MINING MARKET, BY OFFERING, 2018–2022 (USD MILLION)
  • TABLE 381 CHINA: PROCESS MINING MARKET, BY OFFERING, 2023–2028 (USD MILLION)
  • TABLE 382 INDIA: PROCESS MINING MARKET, BY OFFERING, 2018–2022 (USD MILLION)
  • TABLE 383 INDIA: PROCESS MINING MARKET, BY OFFERING, 2023–2028 (USD MILLION)
  • TABLE 384 JAPAN: PROCESS MINING MARKET, BY OFFERING, 2018–2022 (USD MILLION)
  • TABLE 385 JAPAN: PROCESS MINING MARKET, BY OFFERING, 2023–2028 (USD MILLION)
  • TABLE 386 SOUTH KOREA: PROCESS MINING MARKET, BY OFFERING, 2018–2022 (USD MILLION)
  • TABLE 387 SOUTH KOREA: PROCESS MINING MARKET, BY OFFERING, 2023–2028 (USD MILLION)
  • TABLE 388 SINGAPORE: PROCESS MINING MARKET, BY OFFERING, 2018–2022 (USD MILLION)
  • TABLE 389 SINGAPORE: PROCESS MINING MARKET, BY OFFERING, 2023–2028 (USD MILLION)
  • TABLE 390 AUSTRALIA & NEW ZEALAND: PROCESS MINING MARKET, BY OFFERING, 2018–2022 (USD MILLION)
  • TABLE 391 AUSTRALIA & NEW ZEALAND: PROCESS MINING MARKET, BY OFFERING, 2023–2028 (USD MILLION)
  • TABLE 392 REST OF ASIA PACIFIC: PROCESS MINING MARKET, BY OFFERING, 2018–2022 (USD MILLION)
  • TABLE 393 REST OF ASIA PACIFIC: PROCESS MINING MARKET, BY OFFERING, 2023–2028 (USD MILLION)
  • TABLE 394 MIDDLE EAST & AFRICA: PROCESS MINING MARKET, BY OFFERING, 2018–2022 (USD MILLION)
  • TABLE 395 MIDDLE EAST & AFRICA: PROCESS MINING MARKET, BY OFFERING, 2023–2028 (USD MILLION)
  • TABLE 396 MIDDLE EAST & AFRICA: PROCESS MINING MARKET, BY SOFTWARE, 2018–2022 (USD MILLION)
  • TABLE 397 MIDDLE EAST & AFRICA: PROCESS MINING MARKET, BY SOFTWARE, 2023–2028 (USD MILLION)
  • TABLE 398 MIDDLE EAST & AFRICA: PROCESS MINING MARKET, BY SERVICE, 2018–2022 (USD MILLION)
  • TABLE 399 MIDDLE EAST & AFRICA: PROCESS MINING MARKET, BY SERVICE, 2023–2028 (USD MILLION)
  • TABLE 400 MIDDLE EAST & AFRICA: PROCESS MINING MARKET, BY MINING ALGORITHM, 2018–2022 (USD MILLION)
  • TABLE 401 MIDDLE EAST & AFRICA: PROCESS MINING MARKET, BY MINING ALGORITHM, 2023–2028 (USD MILLION)
  • TABLE 402 MIDDLE EAST & AFRICA: PROCESS MINING MARKET, BY DATA SOURCE, 2018–2022 (USD MILLION)
  • TABLE 403 MIDDLE EAST & AFRICA: PROCESS MINING MARKET, BY DATA SOURCE, 2023–2028 (USD MILLION)
  • TABLE 404 MIDDLE EAST & AFRICA: PROCESS MINING MARKET, BY VERTICAL, 2018–2022 (USD MILLION)
  • TABLE 405 MIDDLE EAST & AFRICA: PROCESS MINING MARKET, BY VERTICAL, 2023–2028 (USD MILLION)
  • TABLE 406 MIDDLE EAST & AFRICA: PROCESS MINING MARKET, BY COUNTRY, 2018–2022 (USD MILLION)
  • TABLE 407 MIDDLE EAST & AFRICA: PROCESS MINING MARKET, BY COUNTRY, 2023–2028 (USD MILLION)
  • TABLE 408 SAUDI ARABIA: PROCESS MINING MARKET, BY OFFERING, 2018–2022 (USD MILLION)
  • TABLE 409 SAUDI ARABIA: PROCESS MINING MARKET, BY OFFERING, 2023–2028 (USD MILLION)
  • TABLE 410 UAE: PROCESS MINING MARKET, BY OFFERING, 2018–2022 (USD MILLION)
  • TABLE 411 UAE: PROCESS MINING MARKET, BY OFFERING, 2023–2028 (USD MILLION)
  • TABLE 412 SOUTH AFRICA: PROCESS MINING MARKET, BY OFFERING, 2018–2022 (USD MILLION)
  • TABLE 413 SOUTH AFRICA: PROCESS MINING MARKET, BY OFFERING, 2023–2028 (USD MILLION)
  • TABLE 414 TURKEY: PROCESS MINING MARKET, BY OFFERING, 2018–2022 (USD MILLION)
  • TABLE 415 TURKEY: PROCESS MINING MARKET, BY OFFERING, 2023–2028 (USD MILLION)
  • TABLE 416 REST OF MIDDLE EAST & AFRICA: PROCESS MINING MARKET, BY OFFERING, 2018–2022 (USD MILLION)
  • TABLE 417 REST OF MIDDLE EAST & AFRICA: PROCESS MINING MARKET, BY OFFERING, 2023–2028 (USD MILLION)
  • TABLE 418 LATIN AMERICA: PROCESS MINING MARKET, BY OFFERING, 2018–2022 (USD MILLION)
  • TABLE 419 LATIN AMERICA: PROCESS MINING MARKET, BY OFFERING, 2023–2028 (USD MILLION)
  • TABLE 420 LATIN AMERICA: PROCESS MINING MARKET, BY SOFTWARE, 2018–2022 (USD MILLION)
  • TABLE 421 LATIN AMERICA: PROCESS MINING MARKET, BY SOFTWARE, 2023–2028 (USD MILLION)
  • TABLE 422 LATIN AMERICA: PROCESS MINING MARKET, BY SERVICE, 2018–2022 (USD MILLION)
  • TABLE 423 LATIN AMERICA: PROCESS MINING MARKET, BY SERVICE, 2023–2028 (USD MILLION)
  • TABLE 424 LATIN AMERICA: PROCESS MINING MARKET, BY MINING ALGORITHM, 2018–2022 (USD MILLION)
  • TABLE 425 LATIN AMERICA: PROCESS MINING MARKET, BY MINING ALGORITHM, 2023–2028 (USD MILLION)
  • TABLE 426 LATIN AMERICA: PROCESS MINING MARKET, BY DATA SOURCE, 2018–2022 (USD MILLION)
  • TABLE 427 LATIN AMERICA: PROCESS MINING MARKET, BY DATA SOURCE, 2023–2028 (USD MILLION)
  • TABLE 428 LATIN AMERICA: PROCESS MINING MARKET, BY VERTICAL, 2018–2022 (USD MILLION)
  • TABLE 429 LATIN AMERICA: PROCESS MINING MARKET, BY VERTICAL, 2023–2028 (USD MILLION)
  • TABLE 430 LATIN AMERICA: PROCESS MINING MARKET, BY COUNTRY, 2018–2022 (USD MILLION)
  • TABLE 431 LATIN AMERICA: PROCESS MINING MARKET, BY COUNTRY, 2023–2028 (USD MILLION)
  • TABLE 432 BRAZIL: PROCESS MINING MARKET, BY OFFERING, 2018–2022 (USD MILLION)
  • TABLE 433 BRAZIL: PROCESS MINING MARKET, BY OFFERING, 2023–2028 (USD MILLION)
  • TABLE 434 MEXICO: PROCESS MINING MARKET, BY OFFERING, 2018–2022 (USD MILLION)
  • TABLE 435 MEXICO: PROCESS MINING MARKET, BY OFFERING, 2023–2028 (USD MILLION)
  • TABLE 436 ARGENTINA: PROCESS MINING MARKET, BY OFFERING, 2018–2022 (USD MILLION)
  • TABLE 437 ARGENTINA: PROCESS MINING MARKET, BY OFFERING, 2023–2028 (USD MILLION)
  • TABLE 438 REST OF LATIN AMERICA: PROCESS MINING MARKET, BY OFFERING, 2018–2022 (USD MILLION)
  • TABLE 439 REST OF LATIN AMERICA: PROCESS MINING MARKET, BY OFFERING, 2023–2028 (USD MILLION)
  • TABLE 440 STRATEGIES ADOPTED BY KEY PROCESS MINING VENDORS
  • TABLE 441 PROCESS MINING MARKET: INTENSITY OF COMPETITIVE RIVALRY
  • TABLE 442 PRODUCT FOOTPRINT (17 COMPANIES)
  • TABLE 443 COMPANY FOOTPRINT, BY MINING ALGORITHM (17 COMPANIES)
  • TABLE 444 COMPANY FOOTPRINT, BY REGION (17 COMPANIES)
  • TABLE 445 OVERALL FOOTPRINT (17 COMPANIES)
  • TABLE 446 OVERALL PRODUCT FOOTPRINT ANALYSIS, 2023
  • TABLE 447 DETAILED LIST OF START-UPS/SMES
  • TABLE 448 COMPETITIVE BENCHMARKING OF START-UPS/SMES
  • TABLE 449 PRODUCT LAUNCHES & ENHANCEMENTS, 2022–2023
  • TABLE 450 DEALS, 2019–2023
  • TABLE 451 IBM: BUSINESS OVERVIEW
  • TABLE 452 IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 453 IBM: PRODUCT LAUNCHES AND ENHANCEMENTS
  • TABLE 454 IBM: DEALS
  • TABLE 455 ABBYY: BUSINESS OVERVIEW
  • TABLE 456 ABBYY: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 457 ABBYY: PRODUCT LAUNCHES AND ENHANCEMENTS
  • TABLE 458 ABBYY: DEALS
  • TABLE 459 CELONIS: BUSINESS OVERVIEW
  • TABLE 460 CELONIS: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 461 CELONIS: PRODUCT LAUNCHES AND ENHANCEMENTS
  • TABLE 462 CELONIS: DEALS
  • TABLE 463 UIPATH: BUSINESS OVERVIEW
  • TABLE 464 UIPATH: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 465 UIPATH: PRODUCT LAUNCHES AND ENHANCEMENTS
  • TABLE 466 UIPATH: DEALS
  • TABLE 467 SOFTWARE AG: BUSINESS OVERVIEW
  • TABLE 468 SOFTWARE AG: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 469 SOFTWARE AG: PRODUCT LAUNCHES AND ENHANCEMENTS
  • TABLE 470 SOFTWARE AG: DEALS
  • TABLE 471 SAP SIGNAVIO: BUSINESS OVERVIEW
  • TABLE 472 SAP SIGNAVIO: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 473 SAP SIGNAVIO: PRODUCT LAUNCHES AND ENHANCEMENTS
  • TABLE 474 SAP SIGNAVIO: DEALS
  • TABLE 475 MICROSOFT: BUSINESS OVERVIEW
  • TABLE 476 MICROSOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 477 MICROSOFT: PRODUCT LAUNCHES AND ENHANCEMENTS
  • TABLE 478 MICROSOFT: DEALS
  • TABLE 479 QPR SOFTWARE: BUSINESS OVERVIEW
  • TABLE 480 QPR SOFTWARE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 481 QPR SOFTWARE: PRODUCT LAUNCHES AND ENHANCEMENTS
  • TABLE 482 QPR SOFTWARE: DEALS
  • TABLE 483 PEGASYSTEMS: BUSINESS OVERVIEW
  • TABLE 484 PEGASYSTEMS: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 485 PEGASYSTEMS: PRODUCT LAUNCHES AND ENHANCEMENTS
  • TABLE 486 PEGASYSTEMS: DEALS
  • TABLE 487 APPIAN: BUSINESS OVERVIEW
  • TABLE 488 APPIAN: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 489 APPIAN: PRODUCT LAUNCHES AND ENHANCEMENTS
  • TABLE 490 APPIAN: DEALS
  • TABLE 491 BUSINESS PROCESS MANAGEMENT MARKET, BY COMPONENT, 2018–2025 (USD MILLION)
  • TABLE 492 BUSINESS PROCESS MANAGEMENT MARKET, BY BUSINESS FUNCTION, 2018–2025 (USD MILLION)
  • TABLE 493 BUSINESS PROCESS MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2018–2025 (USD MILLION)
  • TABLE 494 BUSINESS PROCESS MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2018–2025 (USD MILLION)
  • TABLE 495 BUSINESS PROCESS MANAGEMENT MARKET, BY INDUSTRY, 2018–2025 (USD MILLION)
  • TABLE 496 BUSINESS PROCESS MANAGEMENT MARKET, BY REGION, 2018–2025 (USD MILLION)
  • TABLE 497 BUSINESS INTELLIGENCE MARKET, BY COMPONENT, 2016–2019 (USD MILLION)
  • TABLE 498 BUSINESS INTELLIGENCE MARKET, BY COMPONENT, 2019–2025 (USD MILLION)
  • TABLE 499 BUSINESS INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2016–2019 (USD MILLION)
  • TABLE 500 BUSINESS INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)
  • TABLE 501 BUSINESS INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2016–2019 (USD MILLION)
  • TABLE 502 BUSINESS INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2019–2025 (USD MILLION)
  • TABLE 503 BUSINESS INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2016–2019 (USD MILLION)
  • TABLE 504 BUSINESS INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2019–2025 (USD MILLION)
  • TABLE 505 BUSINESS INTELLIGENCE MARKET, BY INDUSTRY VERTICAL, 2016–2019 (USD MILLION)
  • TABLE 506 BUSINESS INTELLIGENCE MARKET, BY INDUSTRY VERTICAL, 2019–2025 (USD MILLION)
  • TABLE 507 BUSINESS INTELLIGENCE MARKET, BY REGION, 2016–2019 (USD MILLION)
  • TABLE 508 BUSINESS INTELLIGENCE MARKET, BY REGION, 2019–2025 (USD MILLION)
LIST OF FIGURES
 
  • FIGURE 1 RESEARCH DESIGN
  • FIGURE 2 DATA TRIANGULATION
  • FIGURE 3 PROCESS MINING MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES
  • FIGURE 4 APPROACH 1 (SUPPLY-SIDE): REVENUE FROM SOLUTIONS/SERVICES OF PROCESS MINING VENDORS
  • FIGURE 5 APPROACH 2, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL SOFTWARE AND SERVICES OF PROCESS MINING VENDORS
  • FIGURE 6 APPROACH 3, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL SOFTWARE AND SERVICES OF PROCESS MINING VENDORS
  • FIGURE 7 APPROACH 4, BOTTOM-UP (DEMAND-SIDE): SHARE OF PROCESS MINING IN OVERALL INFORMATION TECHNOLOGY SPENDING
  • FIGURE 8 SOFTWARE SEGMENT TO ACCOUNT FOR LARGER MARKET IN 2023
  • FIGURE 9 INTEGRATION & COLLABORATION TOOLS SEGMENT TO LEAD MARKET DURING FORECAST PERIOD
  • FIGURE 10 PROFESSIONAL SERVICES TO DOMINATE MARKET IN 2023
  • FIGURE 11 TRAINING & CONSULTING SERVICES SEGMENT TO ACCOUNT FOR LARGER SHARE IN 2023
  • FIGURE 12 DISCOVERY ALGORITHMS SEGMENT TO ACCOUNT FOR LARGEST MARKET IN 2023
  • FIGURE 13 ERP SYSTEMS SEGMENT TO LEAD MARKET IN 2023
  • FIGURE 14 MANUFACTURING SEGMENT TO WITNESS HIGHEST GROWTH DURING FORECAST PERIOD
  • FIGURE 15 EUROPE TO ACCOUNT FOR LARGEST SHARE DURING FORECAST PERIOD
  • FIGURE 16 INCREASING NEED TO AUGMENT CONTINUOUS PROCESS IMPROVEMENT AND AGILITY TO DRIVE MARKET
  • FIGURE 17 DEEP LEARNING ALGORITHMS SEGMENT TO RECORD HIGHEST GROWTH DURING FORECAST PERIOD
  • FIGURE 18 SOFTWARE AND BFSI SEGMENTS TO ACCOUNT FOR SIGNIFICANT SHARE IN 2023
  • FIGURE 19 EUROPE TO ACCOUNT FOR LARGEST SHARE IN 2023
  • FIGURE 20 PROCESS MINING MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES
  • FIGURE 21 EVOLUTION OF PROCESS MINING
  • FIGURE 22 VALUE CHAIN ANALYSIS
  • FIGURE 23 ECOSYSTEM MAP
  • FIGURE 24 PROCESS MINING ARCHITECTURE
  • FIGURE 25 TOTAL NUMBER OF PATENTS GRANTED, 2013–2023
  • FIGURE 26 TOP TEN COMPANIES WITH HIGHEST NUMBER OF PATENT APPLICATIONS, 2013–2023
  • FIGURE 27 REGIONAL ANALYSIS OF PATENTS GRANTED, 2013–2023
  • FIGURE 28 AVERAGE SELLING PRICE TREND OF KEY PLAYERS, BY SOFTWARE TYPE
  • FIGURE 29 COMPUTER SOFTWARE IMPORTS, BY KEY COUNTRY, 2015–2022 (USD BILLION)
  • FIGURE 30 COMPUTER SOFTWARE EXPORTS, BY KEY COUNTRY, 2015–2022 (USD BILLION)
  • FIGURE 31 PORTER’S FIVE FORCES ANALYSIS
  • FIGURE 32 PROCESS MINING MARKET: BUSINESS MODELS
  • FIGURE 33 TRENDS/DISRUPTIONS IMPACTING BUYERS/CLIENTS
  • FIGURE 34 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE VERTICALS
  • FIGURE 35 KEY BUYING CRITERIA FOR TOP THREE VERTICALS
  • FIGURE 36 ERP SYSTEMS SEGMENT TO LEAD MARKET DURING FORECAST PERIOD
  • FIGURE 37 DEEP LEARNING ALGORITHMS SEGMENT TO BE FASTEST-GROWING SEGMENT DURING FORECAST PERIOD
  • FIGURE 38 SERVICES SEGMENT TO REGISTER HIGHER CAGR DURING FORECAST PERIOD
  • FIGURE 39 CONTINUOUS MONITORING & ANALYTICS TOOLS SEGMENT TO LEAD MARKET IN 2023
  • FIGURE 40 MANAGED SERVICES SEGMENT TO REGISTER HIGHER CAGR DURING FORECAST PERIOD
  • FIGURE 41 SYSTEM INTEGRATION & IMPLEMENTATION SEGMENT TO ACCOUNT FOR LARGEST SHARE BY 2028
  • FIGURE 42 MANUFACTURING SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
  • FIGURE 43 NORTH AMERICA TO REGISTER HIGHEST GROWTH DURING FORECAST PERIOD
  • FIGURE 44 US TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
  • FIGURE 45 NORTH AMERICA: PROCESS MINING MARKET SNAPSHOT
  • FIGURE 46 EUROPE: PROCESS MINING MARKET SNAPSHOT
  • FIGURE 47 BUSINESS SEGMENT REVENUE ANALYSIS, 2018–2022 (USD BILLION)
  • FIGURE 48 MARKET SHARE ANALYSIS FOR KEY PLAYERS, 2022
  • FIGURE 49 BRAND/PRODUCT COMPARATIVE ANALYSIS, BY PROCESS DISCOVERY SOFTWARE
  • FIGURE 50 BRAND/PRODUCT COMPARATIVE ANALYSIS, BY CONFORMANCE CHECKING SOFTWARE
  • FIGURE 51 BRAND/PRODUCT COMPARATIVE ANALYSIS, BY PROCESS ENHANCEMENT & OPTIMIZATION SOFTWARE
  • FIGURE 52 COMPANY EVALUATION MATRIX FOR KEY PLAYERS, 2022
  • FIGURE 53 START-UP/SME EVALUATION MATRIX, 2022
  • FIGURE 54 EV/EBITDA OF KEY PROCESS MINING VENDORS
  • FIGURE 55 YEAR-TO-DATE (YTD) PRICE TOTAL RETURN AND 5-YEAR STOCK BETA OF KEY PROCESS MINING VENDORS
  • FIGURE 56 IBM: COMPANY SNAPSHOT
  • FIGURE 57 UIPATH: COMPANY SNAPSHOT
  • FIGURE 58 SOFTWARE AG: COMPANY SNAPSHOT
  • FIGURE 59 MICROSOFT: COMPANY SNAPSHOT
  • FIGURE 60 QPR SOFTWARE: COMPANY SNAPSHOT
  • FIGURE 61 PEGASYSTEMS: COMPANY SNAPSHOT
  • FIGURE 62 APPIAN: COMPANY SNAPSHOT

The process mining market research study involved extensive secondary sources, directories, journals, and paid databases. Primary sources were mainly Interviews with experts from the core and related industries, preferred process mining providers, third-party service providers, consulting service providers, end-users, and other commercial enterprises. In-depth interviews were conducted with various primary respondents, including key industry participants and subject matter experts, to obtain and verify critical qualitative and quantitative information and assess the market’s prospects.

Secondary Research

In the secondary research process, various sources were referred to for identifying and collecting information for this study. Secondary sources included annual reports, press releases, and investor presentations of companies; white papers, journals, and certified publications; and articles from recognized authors, directories, and databases. The data was also collected from other secondary sources, such as journals, government websites, blogs, and vendors’ websites. Additionally, Process mining spending of various countries was extracted from the respective sources. Secondary research was mainly used to obtain key information related to the industry’s value chain and supply chain to identify key players based on solutions, services, market classification, and segmentation according to offerings of major players, industry trends related to solutions, services, deployment modes, business functions, applications, verticals, and regions, and key developments from both market- and technology-oriented perspectives.

Primary Research

In the primary research process, various primary sources from both supply and demand sides were interviewed to obtain qualitative and quantitative information on the market. The primary sources from the supply side included various Interviews with Experts, including Chief Experience Officers (CXOs); Vice Presidents (VPs); directors from business development, marketing, and process mining expertise; related key executives from process mining software vendors, SIs, professional service providers, and industry associations; and key opinion leaders.

Primary interviews were conducted to gather insights, such as market statistics, revenue data collected from solutions and services, market breakups, market size estimations, market forecasts, and data triangulation. Primary research also helped understand various trends related to technologies, applications, deployments, and regions. Stakeholders from the demand side, such as Chief Information Officers (CIOs), Chief Technology Officers (CTOs), Chief Strategy Officers (CSOs), and end users using Process mining solutions, were interviewed to understand the buyer’s perspective on suppliers, products, service providers, and their current usage of Process mining solutions and services, which would impact the overall process mining market.

Process Mining Market Size, and Share

To know about the assumptions considered for the study, download the pdf brochure

COMPANY NAME

DESIGNATION

IBM

Business Process Consultant

Celonis

Vice President India COE

Microsoft

Principal Program Manager

UiPath

VP of Engineering - Process Mining

SAP Signavio

Customer Solution Director

Pegasystems

Global Head of Insurance

Market Size Estimation

In the bottom-up approach, the adoption rate of process mining solutions and services among different end users in key countries with respect to their regions contributing the most to the market share was identified. For cross-validation, the adoption of Process mining solutions and services among industries, along with different use cases with respect to their regions, was identified and extrapolated. Weightage was given to use cases identified in different regions for the market size calculation.

Based on the market numbers, the regional split was determined by primary and secondary sources. The procedure included the analysis of the Process mining market’s regional penetration. Based on secondary research, the regional spending on Information and Communications Technology (ICT), socio-economic analysis of each country, strategic vendor analysis of major Process mining providers, and organic and inorganic business development activities of regional and global players were estimated. With the data triangulation procedure and data validation through primaries, the exact values of the overall Process mining market size and segments’ size were determined and confirmed using the study.

Global Process mining Market Size: Bottom-Up and Top-Down Approach:

Process Mining Market Size, and Share

To know about the assumptions considered for the study, Request for Free Sample Report

Data Triangulation

Based on the market numbers, the regional split was determined by primary and secondary sources. The procedure included the analysis of the process mining market’s regional penetration. Based on secondary research, the regional spending on Information and Communications Technology (ICT), socio-economic analysis of each country, strategic vendor analysis of major process mining providers, and organic and inorganic business development activities of regional and global players were estimated. With the data triangulation procedure and data validation through primaries, the exact values of the overall Process mining market size and segments’ size were determined and confirmed using the study.

Market Definition

IBM defines process mining as the utilization of specialized algorithms to uncover, validate, and enhance workflows. This approach amalgamates data mining and process analytics, enabling enterprises to extract valuable insights from log data derived from their information systems. This valuable data helps organizations comprehend the efficiency of their processes, unveiling impediments and potential areas for enhancement. Process mining relies on a data-centric strategy for optimizing processes, enabling managers to maintain objectivity in their decisions concerning the allocation of resources to existing processes.

Stakeholders

  • Process mining software vendors
  • Process mining service vendors
  • Managed service providers
  • Support and maintenance service providers
  • System Integrators (SIs)/migration service providers
  • Value-Added Resellers (VARs) and distributors
  • Distributors and Value-added Resellers (VARs)
  • Independent Software Vendors (ISV)
  • Third-party providers
  • Technology providers

Report Objectives

  • To define, describe, and predict the process mining market by offering (software and services), mining algorithm, data source, vertical, and region
  • To provide detailed information related to major factors (drivers, restraints, opportunities, and industry-specific challenges) influencing the market growth
  • To analyze the micro markets with respect to individual growth trends, prospects, and their contribution to the total market
  • To analyze the opportunities in the market for stakeholders by identifying the high-growth segments of the process mining market
  • To analyze opportunities in the market and provide details of the competitive landscape for stakeholders and market leaders
  • To forecast the market size of segments for five main regions: North America, Europe, Asia Pacific, Middle East & Africa, and Latin America
  • To profile key players and comprehensively analyze their market rankings and core competencies.
  • To analyze competitive developments, such as partnerships, new product launches, and mergers and acquisitions, in the process mining market
  • To analyze the impact of recession across all the regions across the process mining market

Available Customizations

With the given market data, MarketsandMarkets offers customizations as per your company’s specific needs. The following customization options are available for the report:

Product Analysis

  • Product quadrant, which gives a detailed comparison of the product portfolio of each company.

Geographic Analysis

  • Further breakup of the North American Process mining market
  • Further breakup of the European market
  • Further breakup of the Asia Pacific market
  • Further breakup of the Middle Eastern & African market
  • Further breakup of the Latin America Process mining market

Company Information

  • Detailed analysis and profiling of additional market players (up to five)

Previous Versions of this Report

"Our USP is "providing game-changing business opportunities reports with free customization" - so please feel free to provide us with your specific areas of interest / business challenges in much greater detail !!"

We appreciate your interest in this report. Once you fill out the form, you'll be immediately directed to an exclusive solution tailored to your needs. This high-value offering can help boost your revenue by 30% - a must-see opportunity for anyone looking to maximize growth.

By clicking the "Submit" button, you are agreeing to the Terms of Use and Privacy Policy.

Custom Market Research Services

We Will Customise The Research For You, In Case The Report Listed Above Does Not Meet With Your Requirements

Get 10% Free Customisation

Growth opportunities and latent adjacency in Process Mining Market

©2025 Marketsandmarkets Research Private Ltd. All Rights Reserved.

DMCA.com Protection Status