What It Does

Struct is an autonomous AI agent that automates on-call runbook processes for engineering teams. It proactively investigates engineering alerts and on-call issues as they occur, intelligently deduplicating related problems and delivering root cause analysis with customer impact assessments — all before engineers even open their laptops. The agent works on top of existing observability stacks and alert channels, requiring no replacement of current tools.

Who It's For & Problem Solved

Designed for development teams that investigate every alert without exception, Struct eliminates the manual triage burden that traditionally consumes senior engineering hours. CTOs and engineering leaders use it to maintain rigorous alert investigation standards while scaling their teams efficiently. The platform is particularly valuable for fast-moving startups and companies experiencing rapid shipping velocity with coding agents.

Key Features & Capabilities

• Automatic Investigation: Monitors and investigates every engineering alert automatically, providing detailed root cause analysis within minutes
• Intelligent Deduplication: Groups related issues together to reduce alert noise and prevent duplicate investigations
• Stack-Wide Integration: Connects with leading observability platforms (Sentry, Datadog), cloud log providers, and work tools (Slack, Linear, Asana, GitHub)
• Interactive Collaboration: Work side-by-side with Struct in Slack to test alternative hypotheses or dive deeper with incident timelines, commit histories, and log queries
• One-Click Fixes: Generate pull requests that build cleanly or hand off tasks to coding agents with full context included
• On-Call Intelligence: Builds knowledge from past issues, alerts, and investigations that improves accuracy over time

Typical Workflows

When an alert fires, Struct automatically begins investigation across the entire observability stack, pulling context from logs, commits, and previous incidents. It delivers a comprehensive analysis in Slack or your preferred alert channel, complete with root cause identification and customer impact assessment. Engineers can then either accept the one-click fix, dive deeper through interactive investigation, or hand off the fully-contextualized task to their development workflow.

Security & Compliance

Struct is fully SOC2 Type II and HIPAA compliant. All data is encrypted, logically isolated, and never used for training by Struct or its data providers.

What Differentiates It

Unlike traditional alerting tools that only notify, Struct performs the entire investigation process autonomously. It's designed to integrate seamlessly with existing infrastructure rather than requiring platform replacement, enabling teams to adopt it in under 5 minutes and reclaim hours of engineering time immediately.