Process Mining improves process workflows. Streamline business process mining, visualize technology, customer service, and HR workflows.
Process Mining
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How does Process Mining work?
Natively analyzes system audit and AI agent execution logs—no data extraction or preparation required. Maps every step, sequence, and variant to show how workflows actually execute to surface bottlenecks, deviations, and improvement opportunities.
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Benefits of Process Mining
Close the improvement loop
Sense how workflows execute. Decide with workflow execution context. Act on improvement opportunities. Govern AI and KPIs. All on a single platform.
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Optimize agentic workflows
See how orchestrators, agents, and tools actually perform in production. Catch drift, hallucinations, and underperforming tools early—before they escalate.
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Extend AI control tower
Add a process intelligence layer to ServiceNow AI Control Tower and see where governance steps get bypassed, approvals stall, and AI asset onboarding slows.
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Transform with a single platform
The ServiceNow AI Platform unites AI agents, data, and workflows on one enterprise-grade platform built for scale, trust, and efficiency.
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Use cases for Process Mining
Process Discovery
See how work actually flows in minutes
Mine ServiceNow workflows where they run. No data ETL, no lag. Spot bottlenecks and compliance gaps fast, then drill deep in Analyst Workbench.
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Improvement Opportunities
Know what to fix and why
Auto-detect bottlenecks and compliance gaps. Now Assist explains root cause in plain language, giving process owners clear priorities without needing to do deep analysis.
Embedded Insights
Answer the why behind any KPI
Click from any Platform Analytics KPI into Process Mining. See root cause without switching tools. Embed insights and process maps in workspace dashboards.
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Platform Analytics
Task Mining
Turn desktop bottlenecks into AI agents
When Process Mining spots excessive manual touchpoints, Task Mining captures the desktop activity—email, Excel, browsers—and generates AI agent blueprints to offload repetitive tasks.
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ServiceNow AI Agents
Resolution Intelligence
Discover resolution patterns and automate them
Now Assist analyzes unstructured work notes to diagnose transition delays, categorize work by customer intent, reconstruct step-by-step resolution, and identify AI agent, playbook, or other automation opportunities.
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Multidimensional Mining
See how work flows across multiple processes
Visualize complex workflows like HR onboarding where multiple subtasks and requests span different tables. Expose upstream and downstream dependencies in one view.
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OUR CUSTOMERS
Industry leaders rely on ServiceNow
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30%
faster customer case resolution
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10%
improvement in IT Service deflection rate
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26%
reduction in incident volume
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Process Mining for external data
ServiceNow workflows connect across any enterprise app. Process Mining utilizes Workflow Data Fabric to mine external audit logs for end-to-end visibility.
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Resources for you
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Top 10 features of ServiceNow Process Mining
Get a quick overview of ServiceNow Process Mining. Learn the core features and how to start uncovering process insights fast.
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How Process Intelligence supports your AI initiatives
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Using Process Mining to drive efficiency with AI driven Security Response
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Process Mining for Source-to-Pay Workflows
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Process Mining for Customer Service Management
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What the community is saying
Your peers have a lot to say about delivering scalable IT services on a cloud native platform. Gartner Peer Insights is the source for unbiased, honest feedback. Read the discussion and start growing enterprise productivity while you knock down silos.
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Frequently asked questions
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What is process mining?
Process mining uses event log data from enterprise systems to show how processes actually run—revealing bottlenecks, variations, and inefficiencies often missed by traditional analytics.
What are the benefits of process mining?
Process mining gives people and AI agents fact-based visibility into how work actually flows—exposing bottlenecks, compliance gaps, rework loops, and high-potential automation opportunities.
Why is process mining essential to agentic AI?
AI agents work best with accurate process context. Process mining shows how work actually flows, where exceptions happen, and which policies apply—helping reduce drift and unreliable behavior.
What is task mining?
Task mining uses application and browser event logs captured at the desktop to reveal manual work–clicks, keystrokes, app switches–that enterprise system logs don't record.
What are some common process mining use cases?
Procurement, IT service delivery, order-to-cash, HR onboarding, and compliance monitoring—any high-volume process where delays, rework, or policy violations carry real cost.
Talk to an expert
Connect with our product experts to arrange a custom demo. See how Process Mining can work in your environment.
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