About Kairos Infra
The Guardian of Capital in the AI Era.
We are an independent AI audit firm for investors evaluating AI deals. We don’t build. We don’t fix. We deliver one answer: is this AI a moat—or a liability?
The Auditor’s Mandate.
Kairos Infra was built by an engineering leader who watched millions of dollars evaporate post-acquisition due to preventable architectural rot. Time and again, brilliant pitch decks masked fragile “GPT wrappers” and collapsing infrastructure. The market didn’t need another tech consultancy trying to sell coding hours; it needed an uncompromising, independent auditor.
Zero Implementation Conflict
Traditional technical advisors are fundamentally conflicted—they audit your target company hoping to win the contract to fix the problems they find. We refuse implementation work entirely. Our only incentive is the truth.
Our One Rule
We do not fix what we find. If we find a $5M scalability leak, we will refer you to a partner, but we will never take the contract. Our independence is your insurance.
Our Core Mandates
- Phase 0 AI Authenticity Screen: 48-hour pre-LOI verdict (No code access).
- Phase 1 Full Risk Audit: Post-LOI deep-tissue diligence and valuation impact.
- Phase 2 Portfolio Monitoring: Ongoing fund-wide risk surveillance and health scores.
The Dual-Track Protocol
01.
Scope
We align with the deal team on the investment thesis, deal size, and specific risk thresholds before the audit begins.
02.
Ingest
For Phase 0, we ingest only external documentation (decks, diagrams). For Phase 1, we secure read-only access to code repositories and cloud architecture
03.
X-Ray
Using advanced forensic tooling, we scan for technical debt, security vulnerabilities, and deprecated frameworks.
04.
Interrogate
We conduct a 60-minute ‘Forensic Interview’ with the target’s CTO to stress-test their technical narrative against their actual hiring and commit history.
05.
Synthesize
We translate raw technical findings into direct financial impacts (e.g., the exact cost to rebuild a collapsing database).
06.
Verdict
Within 48-72 hours, we deliver the board-ready Kairos Verdict Memo: Proceed, Renegotiate, or Walk Away.
The Independent Advantage
When millions of dollars are on the line, you cannot rely on vendor-provided assessments or conflicted consultants. You need forensic rigor.
We bridge the gap between deep-tier engineering and the investment committee. Instead of vague technical jargon, we provide clear, executive-level summaries that translate complex AI and cloud infrastructure risks into direct financial impacts. Our reports help deal teams understand exactly how technical debt or architectural flaws will affect the target’s long-term valuation.
Traditional firms often use audits as a “Trojan Horse” to sell high-priced remediation or software development contracts. Kairos Infra has a strict “No-Build” policy. We do not fix what we find, and we never bid on implementation work. This ensures our only incentive is the objective truth—we work for the capital allocator, not the target’s future engineering budget.
In the fast-moving world of M&A, speed is a competitive necessity. Our Phase 0 AI Authenticity Screen delivers a high-impact verdict within 48 to 72 hours—before you even sign a Letter of Intent (LOI). We move at the speed of the deal, providing the forensic insights you need to decide whether to proceed, renegotiate, or walk away without slowing down the pipeline.
We maintain an exclusive, internal repository of real-world AI failures, “GPT-wrapper” vulnerabilities, and scaling bottlenecks observed across the industry. By benchmarking a target’s architecture against our AI Liability Database, we can identify “hidden” risks—such as model drift, prompt injection vulnerabilities, or unsustainable API costs—that standard technical audits miss.
Technical debt is only a problem if it costs money. We quantify “architectural rot” into line-item financial realities. Whether it’s an estimated $2M cost to migrate a legacy database or a $5M “haircut” due to proprietary IP that is actually just a thin layer over a public LLM, we ensure the deal team knows the exact price tag of the target’s technical shortcomings.
By The Numbers
Actual high-authority metrics
to Phase 0 Verdict
Implementation Conflict (We never bid on remediation).
In Valuation "Haircuts" Identified for Clients.
Independent (Our only product is the truth).
Stop Guessing. Start Knowing.
Get an independent, forensic verdict before you sign the term sheet.