AI Risk Intelligence & Tech-Debt Audit Firm

Before You Sign the Term Sheet—Know What You're Buying.

Independent AI technical due diligence for Private Equity and VC firms who refuse to gamble with capital. We have zero implementation conflicts. Our only product is the truth.

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How We Protect Your Capital

We are auditors, not consultants. We deliver binary verdicts, not endless recommendations. Here is exactly what we assess:

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Pre-Deal Audits

48-72 hour sprints to reverse-engineer the AI and architecture before you wire the money.

Portfolio Monitoring

Quarterly forensic health checks across your existing portfolio to catch compounding technical debt early.

Architecture Reverse-Engineering

We identify scalability bottlenecks. Does the infrastructure actually support the growth trajectory?

AI/ML Authenticity

Exposing "proprietary AI" that is actually just a thin, rate-limited wrapper over open-source models.

Data Quality Forensics

Assessing data pipeline integrity, regulatory exposure, and training set biases.

Vendor Lock-In Risk

Identifying dangerous dependencies on deprecated third-party frameworks that threaten exit multiples.

The AI Liability Database

We meticulously track and document public M&A failures where undiscovered AI technical debt destroyed valuations post-acquisition. Read the forensic breakdowns.

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VIEW THE FAILURE PATTERNS

What Truth Looks Like

Case Study: The $40M Haircut Prevented.

"Kairos uncovered that the target company's core ML model suffered a 34% accuracy drop in production vs. the demo. We used their Verdict Memo to successfully renegotiate the valuation from $120M down to $80M."

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Operating Partner
Mid-Market Private Equity Firm

The Kairos Mandate

We do not operate like traditional tech consultants. We are forensic auditors built to protect capital. Every engagement we take is governed by three non-negotiable rules.

Zero Implementation Conflict

We will never bid on the contract to fix the problems we find. Our revenue is entirely decoupled from remediation. Our only incentive is the truth.

Binary Verdicts Only

We do not deliver 50-page theoretical reports filled with consulting jargon. We deliver a 3-page memo with a clear, board-ready directive: Proceed, Renegotiate, or Walk Away.

Financial Translation

Technical debt only matters if it impacts the valuation. We translate every architectural flaw, data risk, and scalability bottleneck directly into a dollar amount.

Stop Guessing. Start Knowing.

The next board meeting is in 30 days. The next deal closes in 60 days. Get an independent verdict from someone with zero implementation conflicts.

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