WhatA platform that correlates deployment activity, code changes, and infrastructure modifications with outage probability, giving teams a real-time risk score before they ship.
SignalCommenters observed that outages cluster on weekdays and disappear on weekends, strongly suggesting that human-driven changes — not load — are the primary cause of incidents, and that teams lack visibility into the risk their changes introduce.
Why NowThe explosion of AI-assisted code generation is accelerating deployment velocity while reducing human review depth, making change-correlated risk scoring more critical than ever.
MarketPlatform engineering and SRE teams at companies with 50+ engineers; adjacent to the $3B+ incident management market (PagerDuty, FireHydrant). No one does pre-deploy risk scoring well.
MoatProprietary model trained on the correlation between change patterns and incident data across many customers — improves with every deployment observed across the network.
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