# What does using AI for post-mortems actually mean?

DevFeed: [What does using AI for post-mortems actually mean?](<https://devfeed.tech/articles/what-does-using-ai-for-post-mortems-actually-mean-12068.md>)

Original publisher: [Read original article](<https://incident.io/blog/what-does-using-ai-for-post-mortems-actually-mean>)

Author: incident.io

Published: 2026-04-23T14:29:00Z

Content type: opinion

Language: en

Sources: [The incident.io Blog](<https://devfeed.tech/sources/the-incident-io-blog.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Post Mortem](<https://devfeed.tech/topics/post-mortem.md>), [Incident response](<https://devfeed.tech/topics/incident-response.md>), [incident](<https://devfeed.tech/topics/incident.md>), [Compression](<https://devfeed.tech/topics/compression.md>), [Slack](<https://devfeed.tech/topics/slack.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [channel](<https://devfeed.tech/tags/channel.md>), [compression](<https://devfeed.tech/tags/compression.md>), [docs](<https://devfeed.tech/tags/docs.md>), [incident](<https://devfeed.tech/tags/incident.md>), [incident-channel](<https://devfeed.tech/tags/incident-channel.md>), [incident-management](<https://devfeed.tech/tags/incident-management.md>), [incident-response](<https://devfeed.tech/tags/incident-response.md>), [outage](<https://devfeed.tech/tags/outage.md>), [post](<https://devfeed.tech/tags/post.md>), [post-mortem](<https://devfeed.tech/tags/post-mortem.md>), [slack](<https://devfeed.tech/tags/slack.md>), [slack-incident](<https://devfeed.tech/tags/slack-incident.md>), [thread](<https://devfeed.tech/tags/thread.md>)

## AI overview

The article argues that AI can make post-mortems faster by gathering Slack threads, timelines, pull requests, and custom fields into a useful starting point. However, it warns that polished AI-generated documents can become useless if they replace the team's work of understanding what happened, why it happened, and what was learned. It distinguishes compression, which AI can automate effectively, from synthesis, which requires genuine human reasoning.

## Source excerpt

Everyone is using AI to help with post-mortems now. We've built AI into our own post-mortem experience, pulling your Slack thread, timeline, PRs, and custom fields together and giving your team a meaningful starting point in seconds. But "AI for post-mortems" can mean very different things. Post-mortems are just one stage of the broader incident response lifecycle, and AI's role varies across all of it.