AI for Agentic Process Mining & Auto-Documentation

Let agentic AI mine processes from logs/actions, generate runbooks, and keep documentation fresh with approvals and guardrails.

Process docs go stale and manual mining is slow. Agentic systems can parse event logs, UI traces, and API calls to discover flows, generate runbooks, and maintain SOPs with human approvals. Benefits: fresher docs, faster onboarding, and reduced process drift.

Diffs and change summaries for reviewers.

Monitors for drift; triggers re-generation on change.

Approval workflows; versioning; audit trails.

live demo · related simulation● LIVE

Policy checks for sensitive fields; RBAC.

Process discovery and conformance; bottleneck analysis.

LLM-based summarization into SOP/runbooks.

Frequently asked questions

What is agentic process mining?

Agentic process mining uses AI to automatically analyze event logs and identify business processes without requiring manual definition or interpretation.

How does this system generate runbooks?

The system analyzes data flows from logs and UI traces to create detailed runbook documentation, outlining the steps involved in each process.

What is the benefit of continuous monitoring and auto-regeneration?

By continuously monitoring processes for drift and automatically regenerating documentation when changes are detected, this system ensures that your process knowledge remains up-to-date.

How does the system handle approvals and versioning?

The system incorporates approval workflows and version control to manage changes to process documentation and ensure accountability.

Can I integrate this with existing CMS or copilots?

Yes, integration with Content Management Systems (CMS) and AI-powered copilots allows for seamless access to process information and facilitates collaboration.

How does the system measure the freshness of documentation?

The system tracks changes in processes and uses this data to assess the relevance and accuracy of the generated documentation, ensuring it reflects current operational realities.

▶ Try it live

Everything above runs in your browser — open Gradient Descent Visualiser and change the parameters while it is running. Nothing is installed, nothing is uploaded, the whole model lives in one tab.

▶ Open Gradient Descent Visualiser simulation

AI for Agentic Process Mining & Auto-Documentation | ML Knowledge Hub