Overview
Actual AI is an engineering management platform designed for agentic and AI-powered software development teams. It provides guardrails, context engineering, and automated coordination and reporting to help managers scale oversight and reduce manual management overhead.
Key Features:
- Guardrails for AI agents and architectural decision enforcement.
- Codebase context engineering, including ADR suggestions and context file insertions.
- Automated architectural review.
- Automated triage, sprint summaries, meeting agendas, and progress reporting.
- Routing code reviews to appropriate experts and coordinating agents.
- Deployment options: SOC2 Type II compliant SaaS or VPC deployments on AWS, GCP, Azure.
Use Cases:
- VPs of engineering and engineering managers seeking visibility and velocity measurement.
- Teams utilizing AI agents or AI-assisted developers requiring consistent architecture and governance.
- Organizations needing automated triage, sprint reporting, and code review routing to scale oversight.
Benefits:
- Reduced management overhead and reclaimed manager hours.
- More consistent architectural decisions and improved codebase health.
- Scalable oversight, enabling orchestration of many agents and developers.
- Faster delivery and increased velocity through context enforcement and guardrails.
Capabilities
- Continuously ingests and monitors alerts, logs, tickets, and chats across a customer's stack
- Automatically triages incidents and assigns priority based on multi-source context
- Synthesizes logs, tickets, and chat into concise natural-language incident summaries
- Generates root-cause hypotheses and suggests contextual remediation steps
- Drafts incident tickets and coordinates ticket lifecycle via integrated tools
- Sends notifications and coordinates responders across Slack and PagerDuty
- Searches and surfaces similar past incidents and relevant historical context
- Summarizes Slack/Teams threads and extracts actionable items for incidents
- Exposes RESTful API endpoints for programmatic queries (POST /api/chat)
- Uses token-based auth and supports Auth0 for org/admin onboarding
- Integrates with Jira to create or populate incident tickets
- Integrates with Datadog to ingest alerts and correlate log/metric context
- Offered as a SaaS/API agent and available via AWS Marketplace
- Returns JSON-formatted API responses containing human-readable summaries and agentId
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