Autoheal is an AI-first production engineering platform that leverages a continuously updating Production Context Graph and multi-agent AI to triage alerts, investigate and validate evidence-backed root-cause hypotheses, propose and script mitigations, and auto-generate postmortems and preventive PRs while keeping humans in the loop. Teams use it to cut MTTR and on-call burnout by automating repetitive SRE and support workflows with auditable decision traces, stack-specific AI skills, native Slack/Teams integration, and enterprise-safe deployments (BYOC/air-gapped, SOC 2/ISO, AWS Bedrock inference).