Forensic Due Diligence
We Deliver Verdicts. Not Recommendations.
We provide independent technical due diligence and ongoing risk monitoring for high-stakes AI and data investments. We answer one fundamental question for capital allocators and boards: “Is this technology asset appreciating or depreciating?”
Zero Implementation Conflict.
Unlike traditional tech consultancies, we do not sell software development or remediation services. We have no incentive to manufacture problems just to bill hours fixing them. Our only product is the truth.
Pre-Acquisition Audits
48-72 hour sprints to reverse-engineer architecture before you wire the money. You get a binary verdict: Proceed, Renegotiate, or Walk Away.
Portfolio Monitoring
Quarterly health checks across your existing portfolio. We catch compounding technical debt and infrastructure bloat before they impact your exit multiples.
AI/ML Authenticity
We separate actual algorithmic moats from fragile "GPT wrappers." We assess IP defensibility, model accuracy, and true engineering capability.
Scalability Forensics
Will the current architecture survive a 10x increase in volume? We identify critical bottlenecks that will require costly post-acquisition rebuilds.
Data Integrity Assessment
Auditing data pipelines, storage architecture, and training sets. We flag data poisoning risks, biases, and hidden regulatory/compliance exposures.
Cost & Vendor Lock-In
Uncovering catastrophic dependencies on deprecated third-party frameworks and identifying areas where cloud/infrastructure spend is heavily unoptimized.
What Truth Looks Like
Read how our independent audits preserve capital, empower negotiations, and prevent disastrous acquisitions.
"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, saving millions in post-deal remediation."
Operating Partner
Mid-Market Private Equity Firm
Stop Guessing. Start Knowing.
The next board meeting is in 30 days. The next deal closes in 60 days. The technical debt in your portfolio is compounding right now.