Service

AI Systems Audit for Product Teams

Before you can control AI, you need to see it clearly. Our audit delivers a structured, comprehensive view of your AI footprint — where it runs, what it controls, and where it can fail.

What the Audit Covers

Every AI system audit covers three core dimensions. Together they give your team a complete picture of where risk lives.

Architecture Review

We map every AI touchpoint in your product — models, pipelines, integrations — and assess their structural risks.

Autonomy Risk Assessment

We identify where AI systems make unreviewed decisions and quantify the exposure that creates for your business.

Technical Debt Analysis

We surface hidden fragility in AI-generated or AI-assisted code before it becomes a production incident.

What You Receive

At the end of every engagement you receive a complete set of written deliverables. No templates — every report reflects your specific system.

  • Written findings report organized by severity and category
  • Risk register covering every identified exposure
  • Annotated architectural diagram with risk classification
  • Prioritized remediation plan: 30, 60, and 90-day milestones
  • Executive summary suitable for board or investor review

Who This Is For

  • CTOs and engineering leads scaling AI-integrated products
  • Founders preparing for due diligence or board review
  • Product teams who built fast and need to understand what they built
  • Investors conducting technical review of portfolio companies

Frequently Asked Questions

What does the AI Systems Audit cover?
The audit covers architecture review, autonomy risk assessment, AI-generated code analysis, and technical debt inventory.
Do you require access to our production systems?
No. The audit can be conducted using documentation, code samples, architectural diagrams, and structured interviews with your technical team.
How is this different from a security audit?
A security audit looks for vulnerabilities. This audit looks for structural risk — the ways your AI systems can fail or behave unexpectedly at scale. The two are complementary, not overlapping.
Can this be done as part of due diligence?
Yes. We work with founders and investors to deliver audit reports in formats appropriate for technical due diligence reviews.
How long does the audit take?
Most engagements complete within two to four weeks. Scope determines duration.

Ready to See Your AI Clearly?

Start with a structured conversation. No commitment required.