# Process Mining with LLMs

Page: https://stenobird.com/podcast/data-skeptic/process-mining-with-llms
Text version: https://stenobird.com/podcast/data-skeptic/process-mining-with-llms.md
Podcast: [Data Skeptic](https://stenobird.com/podcast/data-skeptic)
Published: 2024-09-24T15:08:00+00:00
Episode link: https://dataskeptic.com/blog/episodes/2024/process-mining-with-llms
Audio file: https://pscrb.fm/rss/p/mgln.ai/e/35/traffic.libsyn.com/secure/dataskeptic/process-mining-with-llms.mp3?dest-id=201630
Processing state: failed
JSON: https://stenobird.com/v1/public/podcasts/data-skeptic/episodes/process-mining-with-llms
Duration seconds: 1584

## Resource

David Obembe, a recent University of Tartu graduate, discussed his Masters thesis on integrating LLMs with process mining tools. He explained how process mining uses event logs to create maps that identify inefficiencies in business processes. David shared his research on LLMs' potential to enhance process mining, including experiments evaluating their performance and future improvements using Retrieval Augmented Generation (RAG).

## Actions

- request_transcript: `POST https://stenobird.com/v1/public/podcasts/data-skeptic/episodes/process-mining-with-llms/transcription-requests` — Idempotently request low-priority transcript generation for this episode.
- read_markdown: `GET https://stenobird.com/podcast/data-skeptic/process-mining-with-llms.md` — Read the agent-friendly Markdown representation of this episode resource.

A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed.

## Transcript

Full transcripts are not published on public pages unless there is a clear rights basis.