SlackThreadSummarizer: AI Meeting Recap Bot
Automatically summarizes Slack thread discussions into actionable decisions and assigns owners, for distributed teams who lose context in async conversations.
The Problem
Teams use Slack threads for async discussions but lose track of conclusions, decisions, and who's supposed to do what. By the time someone needs to reference a decision from 2 weeks ago, it's buried in 47 unread messages. Existing Slack apps either do basic transcription or require manual tagging.
Target Audience
Remote-first software teams (5-50 people), product managers, and engineering leads who rely on Slack for decision-making but struggle with follow-through on outcomes.
Why Now?
AI context windows are now large enough to summarize entire threads with nuance. Slack's native features still don't solve decision tracking, and async-first work is growing post-pandemic.
What's Missing
Existing tools summarize content but don't extract *ownership* and *next steps* in a structured way. Teams need a decision log, not just a cliff notes version of what was said.
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