SlackThreadTriage: Smart Message Prioritizer
Automatically flags unread Slack threads requiring immediate action and surfaces them in a daily digest for busy managers and IC leads.
The Problem
Slack power users drown in thousands of messages daily. Threads that need responses get buried under notifications, while critical asks from stakeholders or direct reports get lost. Existing Slack features (starred, saved) require manual triage and don't learn patterns of what's actually important to each user.
Target Audience
Engineering managers, product leads, and individual contributors at companies with 100+ employees who use Slack heavily and struggle with message overload.
Why Now?
LLM embeddings make semantic importance scoring cheap and accurate; Slack API maturity means no vendor lock-in risk; post-pandemic remote work makes async thread management critical.
What's Missing
Slack's native features assume all users manually curate; no tool learns *your* definition of urgent (VIP mentions, blocking work, client asks). Existing solutions are generic productivity apps, not Slack-native.
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