{"id":2580,"date":"2025-10-29T08:49:16","date_gmt":"2025-10-29T08:49:16","guid":{"rendered":"https:\/\/simplai.ai\/blogs\/agentic-process-mining-how-ai-agents-discover-and-optimize-workflows\/"},"modified":"2026-06-11T07:24:34","modified_gmt":"2026-06-11T07:24:34","slug":"agentic-process-mining-how-ai-agents-discover-and-optimize-workflows","status":"publish","type":"post","link":"https:\/\/simplai.ai\/blogs\/agentic-process-mining-how-ai-agents-discover-and-optimize-workflows\/","title":{"rendered":"Agentic Process Mining: How AI Agents Discover and Optimize Workflows"},"content":{"rendered":"<h2 id=\"why-traditional-process-optimization-no-longer-works\"><strong>Why Traditional Process Optimization No Longer Works<\/strong><\/h2>\n<p>Enterprise process optimization has historically relied on manual consulting-led discovery. This approach requires months of interviews, analysis, and documentation to understand how work flows through organizations. The resulting process maps often become outdated before implementation due to constant changes in business conditions, regulations, and competitive pressures.<\/p>\n<p>Modern enterprises now operate hundreds or thousands of interconnected processes across systems, geographies, and business units. These <a href=\"https:\/\/simplai.ai\/blogs\/monitoring-financial-workflows-using-simplai\/\" rel=\"noreferrer\">workflows<\/a> include:<\/p>\n<ul>\n<li>Structured transactions in ERP and core systems<\/li>\n<li>Unstructured communications via email and messaging tools<\/li>\n<li>Human decisions requiring judgment<\/li>\n<li>Exceptions outside standard operating procedures<\/li>\n<\/ul>\n<p>Manual or static analysis cannot capture this complexity at business speed.<\/p>\n<h2 id=\"agentic-process-mining-continuous-ai-driven-process-intelligence\"><strong>Agentic Process Mining: Continuous AI-Driven Process Intelligence<\/strong><\/h2>\n<p>Agentic process mining replaces periodic, manual discovery with continuous, AI-driven organizational intelligence.<\/p>\n<p><strong>By deploying specialized AI agents that autonomously analyze:<\/strong><\/p>\n<ul>\n<li>System logs<\/li>\n<li>Communication patterns<\/li>\n<li>Document flows<\/li>\n<li>Decision points<\/li>\n<\/ul>\n<p>enterprises gain real-time visibility into how work actually happens, not how documentation claims it should happen.<\/p>\n<p><strong>Beyond discovery, agentic AI:<\/strong><\/p>\n<ul>\n<li>Identifies optimization opportunities<\/li>\n<li>Simulates improvement impact<\/li>\n<li>Implements workflow enhancements with human oversight<\/li>\n<\/ul>\n<h2 id=\"what-agentic-process-mining-delivers\"><strong>What Agentic Process Mining Delivers<\/strong><\/h2>\n<p>SimplAI\u2019s <a href=\"https:\/\/simplai.ai\/blogs\/building-a-multi-modal-production-rag\/\" rel=\"noreferrer\">multi-agent orchestration<\/a> platform enables capabilities traditional approaches cannot provide:<\/p>\n<ul>\n<li>End-to-end workflow visibility across disparate systems<\/li>\n<li>Continuous monitoring to detect process drift and inefficiencies<\/li>\n<li>Data-grounded optimization recommendations<\/li>\n<li>Automated workflow improvement with governance controls<\/li>\n<\/ul>\n<p><strong>Organizations adopting agentic process mining report:<\/strong><\/p>\n<ul>\n<li>30\u201340% more automation opportunities discovered<\/li>\n<li>Process analysis timelines reduced from months to weeks or days<\/li>\n<li>50\u201370% efficiency improvements in optimized workflows<\/li>\n<\/ul>\n<p>This represents a fundamental shift in how enterprises understand and improve operations.<\/p>\n<h2 id=\"the-limitations-of-traditional-process-discovery\"><strong>The Limitations of Traditional Process Discovery<\/strong><\/h2>\n<h3 id=\"manual-process-mapping-cannot-scale\"><strong>Manual Process Mapping Cannot Scale<\/strong><\/h3>\n<p><strong>Traditional discovery relies on:<\/strong><\/p>\n<ul>\n<li>Stakeholder interviews<\/li>\n<li>Workflow observation<\/li>\n<li>Manual documentation<\/li>\n<\/ul>\n<p><strong>This approach fails in environments with:<\/strong><\/p>\n<ul>\n<li>Dozens of integrated applications<\/li>\n<li>Global operations<\/li>\n<li>High process variation<\/li>\n<\/ul>\n<p><strong>Example outcomes include:<\/strong><\/p>\n<ul>\n<li>2\u20134 months of analysis per process<\/li>\n<li>Documentation obsolete before publication<\/li>\n<li>Idealized workflows that differ from reality<\/li>\n<\/ul>\n<p>The gap between documented and actual processes often exceeds 30\u201340%.<\/p>\n<h3 id=\"point-solution-process-mining-is-incomplete\"><strong>Point Solution Process Mining Is Incomplete<\/strong><\/h3>\n<p>Log-based process mining tools analyze system event logs to reconstruct workflows. While useful, they miss:<\/p>\n<ul>\n<li>Email and messaging coordination<\/li>\n<li>Document reviews outside core systems<\/li>\n<li>Human judgment and decision-making<\/li>\n<li>Exception handling outside standard flows<\/li>\n<\/ul>\n<p>As a result, 40\u201350% of real workflow complexity remains invisible.<\/p>\n<h3 id=\"static-analysis-cannot-match-continuous-change\"><strong>Static Analysis Cannot Match Continuous Change<\/strong><\/h3>\n<p>Traditional discovery is periodic. Enterprise processes evolve continuously due to:<\/p>\n<ul>\n<li>Regulatory changes<\/li>\n<li>System updates<\/li>\n<li>Market shifts<\/li>\n<li>Organizational restructuring<\/li>\n<\/ul>\n<p>Static snapshots optimize yesterday\u2019s processes while today\u2019s inefficiencies go undetected. Enterprises require continuous process intelligence, not periodic analysis.<\/p>\n<h2 id=\"agentic-process-mining-the-multi-agent-architecture\"><strong>Agentic Process Mining: The Multi-Agent Architecture<\/strong><\/h2>\n<p>Agentic process mining deploys coordinated AI agents, each specializing in a dimension of workflow intelligence.<\/p>\n<h3 id=\"core-agent-types\"><strong>Core Agent Types<\/strong><\/h3>\n<h4 id=\"system-log-analysis-agents\"><strong>System Log Analysis Agents<\/strong><\/h4>\n<ul>\n<li>Analyze ERP, CRM, workflow engines, and business systems<\/li>\n<li>Use LLM-powered interpretation, not manual configuration<\/li>\n<li>Understand business semantics, not just event sequences<\/li>\n<\/ul>\n<h4 id=\"communication-pattern-analysis-agents\"><strong>Communication Pattern Analysis Agents<\/strong><\/h4>\n<ul>\n<li>Analyze email and messaging coordination<\/li>\n<li>Identify approvals, escalations, and dependencies<\/li>\n<li>Support privacy-preserving and metadata-only analysis<\/li>\n<\/ul>\n<h4 id=\"document-flow-analysis-agents\"><strong>Document Flow Analysis Agents<\/strong><\/h4>\n<ul>\n<li>Track creation, review, approval, and versioning<\/li>\n<li>Extract document metadata and approval chains<\/li>\n<li>Reveal document-centric workflow bottlenecks<\/li>\n<\/ul>\n<h4 id=\"decision-point-analysis-agents\"><strong>Decision Point Analysis Agents<\/strong><\/h4>\n<ul>\n<li>Identify approval and exception decisions<\/li>\n<li>Analyze consistency, delays, and quality patterns<\/li>\n<li>Surface judgment-driven bottlenecks<\/li>\n<\/ul>\n<h4 id=\"performance-analytics-agents\"><strong>Performance Analytics Agents<\/strong><\/h4>\n<ul>\n<li>Monitor cycle time, throughput, utilization, and quality<\/li>\n<li>Detect anomalies and performance degradation<\/li>\n<li>Identify root causes, not just metrics<\/li>\n<\/ul>\n<h4 id=\"optimization-recommendation-agents\"><strong>Optimization Recommendation Agents<\/strong><\/h4>\n<ul>\n<li>Synthesize insights across agents<\/li>\n<li>Simulate expected improvement impact<\/li>\n<li>Recommend proven optimization approaches<\/li>\n<\/ul>\n<h3 id=\"master-orchestrator\"><strong>Master Orchestrator<\/strong><\/h3>\n<p>The Master Orchestrator:<\/p>\n<ul>\n<li>Coordinates agent execution based on business priorities<\/li>\n<li>Synthesizes insights into unified process intelligence<\/li>\n<li>Resolves conflicting signals across agents<\/li>\n<li>Maintains context across continuous monitoring cycles<\/li>\n<\/ul>\n<p>This orchestration enables comprehensive visibility across systems, communications, documents, and decisions.<\/p>\n<h2 id=\"agentic-process-discovery-in-practice\"><strong>Agentic Process Discovery in Practice<\/strong><\/h2>\n<h3 id=\"use-case-financial-services-loan-origination\"><strong>Use Case: Financial Services Loan Origination<\/strong><\/h3>\n<p>A regional bank achieved:<\/p>\n<ul>\n<li>47% cycle time reduction<\/li>\n<li>35% improvement in straight-through processing<\/li>\n<\/ul>\n<h4 id=\"discovery-phase-weeks-1%E2%80%932\"><strong>Discovery Phase (Weeks 1\u20132)<\/strong><\/h4>\n<ul>\n<li>Agents deployed across core systems, documents, and email<\/li>\n<li>23 distinct process variants identified<\/li>\n<li>40% of activities found outside primary loan systems<\/li>\n<\/ul>\n<h4 id=\"key-findings\"><strong>Key Findings<\/strong><\/h4>\n<ul>\n<li>Average 4.7 days spent in \u201cpending documentation\u201d<\/li>\n<li>60% of delays caused by email clarification loops<\/li>\n<li>35% inconsistency in documentation requests<\/li>\n<\/ul>\n<p>These insights emerged only through multi-agent analysis.<\/p>\n<h4 id=\"optimization-implementation-weeks-3%E2%80%934\"><strong>Optimization Implementation (Weeks 3\u20134)<\/strong><\/h4>\n<ul>\n<li>Automated document classification<\/li>\n<li>Dynamic borrower-specific checklists<\/li>\n<li>Decision consistency guidance for processors<\/li>\n<\/ul>\n<h4 id=\"results\"><strong>Results<\/strong><\/h4>\n<ul>\n<li>Cycle time reduced from 14.3 to 7.6 days<\/li>\n<li>Straight-through processing improved by 35%<\/li>\n<li>Borrower satisfaction increased by 28%<\/li>\n<\/ul>\n<p>Continuous monitoring detects new issues as workflows evolve.<\/p>\n<h3 id=\"use-case-pharmaceutical-quality-release\"><strong>Use Case: Pharmaceutical Quality Release<\/strong><\/h3>\n<p>Outcomes achieved:<\/p>\n<ul>\n<li>52% batch release time reduction<\/li>\n<li>68% reviewer productivity improvement<\/li>\n<\/ul>\n<h4 id=\"agent-discovered-reality\"><strong>Agent-Discovered Reality<\/strong><\/h4>\n<ul>\n<li>Actual review time: 4\u20136 hours<\/li>\n<li>Delays caused by incomplete documentation<\/li>\n<li>47% of batches submitted incomplete<\/li>\n<li>Inconsistent reviewer standards<\/li>\n<\/ul>\n<h4 id=\"implemented-optimizations\"><strong>Implemented Optimizations<\/strong><\/h4>\n<ul>\n<li>Pre-release completeness monitoring<\/li>\n<li>Automated document validation<\/li>\n<li>Compliance decision support<\/li>\n<\/ul>\n<h4 id=\"results-1\"><strong>Results<\/strong><\/h4>\n<ul>\n<li>Batch release time reduced from 3.4 to 1.6 days<\/li>\n<li>Audit readiness improved through systematic checks<\/li>\n<\/ul>\n<h2 id=\"technical-architecture-for-agentic-process-mining\"><strong>Technical Architecture for Agentic Process Mining<\/strong><\/h2>\n<h3 id=\"multi-source-data-integration\"><strong>Multi-Source Data Integration<\/strong><\/h3>\n<ul>\n<li>LLM-powered universal log adapters<\/li>\n<li>API-first real-time data access<\/li>\n<li>Privacy-preserving communication analysis<\/li>\n<li>Context-aware document intelligence<\/li>\n<\/ul>\n<h3 id=\"intelligent-agent-coordination\"><strong>Intelligent Agent Coordination<\/strong><\/h3>\n<ul>\n<li>Context-driven agent invocation<\/li>\n<li>Cross-agent insight synthesis<\/li>\n<li>Incremental learning and model refinement<\/li>\n<li>Explainable evolution of process understanding<\/li>\n<\/ul>\n<h2 id=\"performance-optimization-at-enterprise-scale\"><strong>Performance Optimization at Enterprise Scale<\/strong><\/h2>\n<ul>\n<li>Intelligent sampling and aggregation<\/li>\n<li>Incremental change detection<\/li>\n<li>Distributed agent deployment across regions<\/li>\n<li>Adaptive monitoring based on process criticality<\/li>\n<\/ul>\n<h2 id=\"governance-explainability-and-trust\"><strong>Governance, Explainability, and Trust<\/strong><\/h2>\n<ul>\n<li>Full audit trails for insights and recommendations<\/li>\n<li>Policy-aligned optimization constraints<\/li>\n<li>Human-in-the-loop validation for implementation<\/li>\n<li>Transparent reasoning and confidence indicators<\/li>\n<\/ul>\n<h2 id=\"from-discovery-to-action\"><strong>From Discovery to Action<\/strong><\/h2>\n<h3 id=\"optimization-simulation\"><strong>Optimization Simulation<\/strong><\/h3>\n<ul>\n<li>Predicts impact using historical data<\/li>\n<li>Establishes baselines for measurement<\/li>\n<\/ul>\n<h3 id=\"rapid-implementation\"><strong>Rapid Implementation<\/strong><\/h3>\n<ul>\n<li><a href=\"https:\/\/simplai.ai\/agents-library\" rel=\"noreferrer\">Pre-built SimplAI<\/a> components<\/li>\n<li>No-code \/ low-code configuration<\/li>\n<li>Weeks, not months, to deploy<\/li>\n<\/ul>\n<h3 id=\"continuous-refinement\"><strong>Continuous Refinement<\/strong><\/h3>\n<ul>\n<li>Post-implementation monitoring<\/li>\n<li>Iterative optimization cycles<\/li>\n<li>Agent learning from real outcomes<\/li>\n<\/ul>\n<figure class=\"kg-card kg-image-card kg-card-hascaption\"><img decoding=\"async\" src=\"https:\/\/simplai.ai\/blogs\/wp-content\/uploads\/content\/images\/2026\/01\/Agent-process-mining.png\" class=\"kg-image\" alt=\"\" loading=\"lazy\" width=\"1264\" height=\"848\" srcset=\"https:\/\/simplai.ai\/blogs\/wp-content\/uploads\/content\/images\/2026\/01\/Agent-process-mining.png 600w, https:\/\/simplai.ai\/blogs\/wp-content\/uploads\/content\/images\/2026\/01\/Agent-process-mining.png 1000w, https:\/\/simplai.ai\/blogs\/wp-content\/uploads\/content\/images\/2026\/01\/Agent-process-mining.png 1264w\" sizes=\"auto, (min-width: 720px) 720px\"><figcaption><span style=\"white-space: pre-wrap;\">Agentic process mining<\/span><\/figcaption><\/figure>\n<h2 id=\"industry-applications\"><strong>Industry Applications<\/strong><\/h2>\n<p>Agentic process mining applies across sectors:<\/p>\n<ul>\n<li><strong>Healthcare:<\/strong> Clinical and administrative workflows<\/li>\n<li><strong>Insurance:<\/strong> Claims, underwriting, fraud detection<\/li>\n<li><strong>Manufacturing:<\/strong> Production, quality, compliance<\/li>\n<li><strong>Professional Services:<\/strong> Project delivery and coordination<\/li>\n<\/ul>\n<h2 id=\"the-future-predictive-and-prescriptive-process-intelligence\"><strong>The Future: Predictive and Prescriptive Process Intelligence<\/strong><\/h2>\n<p>Emerging capabilities include:<\/p>\n<ul>\n<li>Predictive process performance forecasting<\/li>\n<li>Autonomous adaptation within governance limits<\/li>\n<li>Continuous, agent-driven process evolution<\/li>\n<\/ul>\n<p>SimplAI\u2019s platform is architected to support this progression with appropriate oversight.<\/p>\n<h2 id=\"building-your-agentic-process-mining-capability\"><strong>Building Your Agentic Process Mining Capability<\/strong><\/h2>\n<h3 id=\"simplai-deployment-model\"><strong>SimplAI Deployment Model<\/strong><\/h3>\n<ul>\n<li><strong>Weeks 1\u20132:<\/strong> Initial discovery<\/li>\n<li><strong>Weeks 3\u20134:<\/strong> Deep analysis and optimization design<\/li>\n<li><strong>Weeks 5\u20138:<\/strong> Implementation and validation<\/li>\n<li><strong>Ongoing:<\/strong> Continuous intelligence<\/li>\n<\/ul>\n<h2 id=\"experience-agentic-process-mining\"><strong>Experience Agentic Process Mining<\/strong><\/h2>\n<p>SimplAI offers rapid proof-of-concept deployments to:<\/p>\n<ul>\n<li>Discover real workflows in your environment<\/li>\n<li>Identify optimization opportunities<\/li>\n<li>Simulate measurable impact before full rollout<\/li>\n<\/ul>\n<p>Traditional discovery delivers static snapshots. Agentic process mining delivers continuous, enterprise-grade workflow intelligence.<\/p>\n<p><strong>Contact <\/strong><a href=\"https:\/\/simplai.ai\/request-demo\" rel=\"noreferrer\"><strong>SimplAI<\/strong><\/a><strong> to begin your agentic process mining journey<\/strong><\/p>\n<h2 id=\"faqs\"><strong>FAQs<\/strong><\/h2>\n<div class=\"kg-card kg-toggle-card\" data-kg-toggle-state=\"close\">\n<div class=\"kg-toggle-heading\">\n<h4 class=\"kg-toggle-heading-text\"><b><strong style=\"white-space: pre-wrap;\">What is agentic process mining?<\/strong><\/b><\/h4>\n<p>                <button class=\"kg-toggle-card-icon\" aria-label=\"Expand toggle to read content\">                    <svg id=\"Regular\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 24 24\">                        <path class=\"cls-1\" d=\"M23.25,7.311,12.53,18.03a.749.749,0,0,1-1.06,0L.75,7.311\"><\/path>                    <\/svg>                <\/button>            <\/div>\n<div class=\"kg-toggle-content\">\n<p dir=\"ltr\"><span style=\"white-space: pre-wrap;\">Agentic process mining uses AI agents to continuously discover and analyze how work actually happens across systems, communications, documents, and decisions\u2014providing real-time process visibility.<\/span><\/p>\n<\/div><\/div>\n<div class=\"kg-card kg-toggle-card\" data-kg-toggle-state=\"close\">\n<div class=\"kg-toggle-heading\">\n<h4 class=\"kg-toggle-heading-text\"><b><strong style=\"white-space: pre-wrap;\">How is agentic process mining different from traditional process mining?<\/strong><\/b><\/h4>\n<p>                <button class=\"kg-toggle-card-icon\" aria-label=\"Expand toggle to read content\">                    <svg id=\"Regular\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 24 24\">                        <path class=\"cls-1\" d=\"M23.25,7.311,12.53,18.03a.749.749,0,0,1-1.06,0L.75,7.311\"><\/path>                    <\/svg>                <\/button>            <\/div>\n<div class=\"kg-toggle-content\">\n<p dir=\"ltr\"><span style=\"white-space: pre-wrap;\">Traditional process mining analyzes only system logs. Agentic process mining also captures emails, documents, and human decision points, giving a complete view of enterprise workflows.<\/span><\/p>\n<\/div><\/div>\n<div class=\"kg-card kg-toggle-card\" data-kg-toggle-state=\"close\">\n<div class=\"kg-toggle-heading\">\n<h4 class=\"kg-toggle-heading-text\"><b><strong style=\"white-space: pre-wrap;\">Why can\u2019t manual process discovery scale in enterprises?<\/strong><\/b><\/h4>\n<p>                <button class=\"kg-toggle-card-icon\" aria-label=\"Expand toggle to read content\">                    <svg id=\"Regular\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 24 24\">                        <path class=\"cls-1\" d=\"M23.25,7.311,12.53,18.03a.749.749,0,0,1-1.06,0L.75,7.311\"><\/path>                    <\/svg>                <\/button>            <\/div>\n<div class=\"kg-toggle-content\">\n<p dir=\"ltr\"><span style=\"white-space: pre-wrap;\">Manual discovery relies on interviews and static analysis, which cannot keep up with thousands of interconnected, constantly changing processes across systems and teams.<\/span><\/p>\n<\/div><\/div>\n<div class=\"kg-card kg-toggle-card\" data-kg-toggle-state=\"close\">\n<div class=\"kg-toggle-heading\">\n<h4 class=\"kg-toggle-heading-text\"><b><strong style=\"white-space: pre-wrap;\">What business value does agentic process mining deliver?<\/strong><\/b><\/h4>\n<p>                <button class=\"kg-toggle-card-icon\" aria-label=\"Expand toggle to read content\">                    <svg id=\"Regular\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 24 24\">                        <path class=\"cls-1\" d=\"M23.25,7.311,12.53,18.03a.749.749,0,0,1-1.06,0L.75,7.311\"><\/path>                    <\/svg>                <\/button>            <\/div>\n<div class=\"kg-toggle-content\">\n<p dir=\"ltr\"><span style=\"white-space: pre-wrap;\">Organizations report faster process analysis, more automation opportunities, and significant efficiency improvements through continuous, AI-driven optimization.<\/span><\/p>\n<\/div><\/div>\n<div class=\"kg-card kg-toggle-card\" data-kg-toggle-state=\"close\">\n<div class=\"kg-toggle-heading\">\n<h4 class=\"kg-toggle-heading-text\"><b><strong style=\"white-space: pre-wrap;\">Is human oversight still required with agentic process mining?<\/strong><\/b><\/h4>\n<p>                <button class=\"kg-toggle-card-icon\" aria-label=\"Expand toggle to read content\">                    <svg id=\"Regular\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 24 24\">                        <path class=\"cls-1\" d=\"M23.25,7.311,12.53,18.03a.749.749,0,0,1-1.06,0L.75,7.311\"><\/path>                    <\/svg>                <\/button>            <\/div>\n<div class=\"kg-toggle-content\">\n<p dir=\"ltr\"><span style=\"white-space: pre-wrap;\">Yes. AI agents discover and recommend optimizations, but humans review, approve, and control any process changes to ensure governance and compliance.<\/span><\/p>\n<\/div><\/div>\n<hr>\n<p><em>SimplAI is the enterprise agentic AI platform enabling organizations to deploy intelligent multi-agent systems for process discovery, optimization, and continuous improvement at scale. With comprehensive data integration, sophisticated agent orchestration, and production-ready governance, SimplAI delivers the agentic process mining capabilities that transform operational intelligence from periodic analysis to continuous competitive advantage.<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Why Traditional Process Optimization No Longer Works Enterprise process optimization has historically relied on manual consulting-led discovery. This approach requires months of interviews, analysis, and&#8230;<\/p>\n","protected":false},"author":1,"featured_media":4843,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[18],"tags":[],"class_list":["post-2580","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-platform-guides"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Agentic Process Mining: How AI Agents Discover and Optimize Workflows | Simplai Blog<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/simplai.ai\/blogs\/agentic-process-mining-how-ai-agents-discover-and-optimize-workflows\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Agentic Process Mining: How AI Agents Discover and Optimize Workflows | Simplai Blog\" \/>\n<meta property=\"og:description\" content=\"Why Traditional Process Optimization No Longer Works Enterprise process optimization has historically relied on manual consulting-led discovery. 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