SlackNotificationDecay: Smart Alert Fatigue Reducer
Automatically learns which Slack notifications users actually read and mutes low-engagement alerts to prevent notification fatigue
The Problem
Knowledge workers receive 50+ Slack notifications daily but only engage with ~15% of them. Most notification management tools require manual rule creation, which teams abandon after setup. The result is either alert fatigue (people ignore everything) or missed important messages (people turn notifications off entirely).
Target Audience
Engineering leads and ops managers at startups (10-200 people) who use Slack heavily and want to reduce team distraction without losing critical alerts
Why Now?
Notification fatigue is at an all-time high post-pandemic; Slack's native tools haven't evolved; teams are actively seeking solutions but lack good options
What's Missing
Existing solutions require manual setup or are too aggressive in muting alerts. No tool intelligently learns *per-user* which notifications matter based on actual engagement behavior over time.
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