Struct

Struct hits a sweet spot that most AI incident response tools miss: it actually does the investigation, not just triage. The automatic dedup and root cause analysis in Slack saves serious time, especially for teams with high alert volumes from Sentry or Datadog. We particularly like that it builds incident intelligence over time — it learns from past issues, which makes it smarter the longer you use it. The ability to generate a clean PR or handoff to a coding agent is a nice touch for closing the loop. That said, the pricing is a sticking point. The free tier (100 credits/mo, 1 user, 1 alert channel) is fine for evaluation, but the Pro tier jumps to $200/mo for 2,200 credits and up to 10 users. For a small startup, that's a meaningful cost. Also, Struct is heavily Slack-centric — if your team doesn't live in Slack, you lose the collaborative interface. Its integrations are solid but not exhaustive: it works best with Sentry and Datadog, but if you use PagerDuty or Opsgenie as your alert router, you'll need to check compatibility. Compared to alternatives like PagerDuty's AIOps or OpsRamp, Struct is more proactive and agent-driven, but those tools offer broader incident management features. For teams that already have an incident management platform and just want a smart investigation agent, Struct is a strong addition.