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Actual AI

Category: AI Developer Tools

Architecture governance platform for AI-native software teams: ADR-backed context, architecture-aware code review, and management visibility across human and agent-authored code. Actual AI was founded in 2023. The company is led by John Kennedy. Based in Seattle, Washington, USA. Team size: 2-10. Total funding raised: $3.2 million. Latest round: Seed. Key investors include AlleyCorp, Irregular Expressions, G2C Ventures.

Founded
2023
Headquarters
Seattle, Washington, USA
Team size
2-10
Total funding
$3.2 million

Value proposition

Close the architectural governance gap for AI-powered development by turning ADRs into live guardrails—giving coding agents architectural context, enforcing standards on every PR, and giving engineering leadership visibility over human and agent-authored code.

Products and solutions

Architecture Agent (ADR generation/maintenance, agent context sync, PR architectural review), Management Agent (progress, velocity, blockers, AI-agent performance reporting), Architecture Advisor MCP / CLI (npx @actualai/actual)

Unique value

Actual AI is an architecture governance layer for AI coding agents—not another codegen tool—turning ADRs into live context and PR enforcement so agent-generated code stays consistent with team architecture and business goals.

Target customer

Engineering leadership, including VPs of Engineering, CTOs, and engineering managers at technology companies.

Industries served

Technology, Software Development (industry-agnostic)

Technology advantage

Their key advantage is providing a solution for a new and growing problem: the challenge of maintaining code quality and architectural integrity at scale when much of the code is generated by AI. They aim to multiply business value by managing the complexity of modern, AI-augmented software development.

How they differentiate

Differentiates as ADR-driven architectural governance for coding agents (context sync + PR enforcement), plus a Management Agent for EM visibility—vs pure analytics (Jellyfish/LinearB) or PR review bots alone.

Main competitors

Jellyfish, Code Climate, LinearB

Key partnerships

Solvd, SuccessPro, ENDGAME, Spec Kitty

Notable customers

Not publicly available

Major milestones

Secured $3.2M seed (Sep 2025) led by AlleyCorp, Launched founding partner program (Jul 2026) with Solvd, SuccessPro, ENDGAME, Spec Kitty

Growth metrics

Not publicly available

Market positioning

Positioned as the architecture governance / ADR platform for AI-native software teams, with engineering-management visibility as a complementary agent.

Geographic focus

Primarily based in Seattle, but targeting a global market.

Patents and IP

No publicly available information on patents.

About John Kennedy

John Kennedy previously worked at Amazon Web Services (AWS) as Head of Product, AWS GameTech, and at Acquia. He has a background in product management and technology leadership.

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