An independent technical read on AI & Computer Vision—before you commit.
Due diligence and feasibility assessments from a senior practitioner — delivered async, no meetings. You share materials; I hand back a written verdict and a recorded walkthrough: whether it works, where the risks are, and what to do next.
AI and computer-vision claims are easy to demo and hard to verify.
The wrong call is expensive, and generalist diligence misses the technical reality. This is a senior, independent read on exactly that — judgment you can act on, not a demo you have to trust.
Representative of what these reviews surface — the specifics depend on your system.
Two ways to engage
select to request →AI/CV Opportunity & Feasibility Audit
For teams with an AI or computer-vision problem who need to know if it's feasible — and what to do first.
A written report and recorded walkthrough: the opportunities, an honest feasibility read, and a prioritized roadmap with build / buy / research calls.
AI/CV Technical Due Diligence
For investors, acquirers, and leadership evaluating an AI/CV system before they commit.
An independent verdict — does it work, is the approach sound, where are the risks, is the moat real. The right depth — from a quick red-flag screen to a full assessment — is agreed with you up front.
How it works
async-first · built to respect your time
You share materials whenever it suits you and I work through them on my own time — no standing meetings, no calendars to coordinate, nothing waiting on your availability. The only live call is an optional 45-minute Q&A on a technical due diligence, and only if you want it.
Choose & request
Pick a service and send a short request. I reply with scope, pricing, and an NDA.
Share materials
A short intake questionnaire and your documents. No meeting required.
Assessment
I work through it async. One optional 45-min Q&A for a technical due diligence.
Verdict
Written report + recorded walkthrough delivered. You decide with clarity.
A verdict that travels with the document.
A written report you can forward to your team, and a recorded video walkthrough where I talk you through the verdict and the reasoning — so the judgment travels with the document.
>13 years in software & product; 7+ in AI, computer vision & ML.
>13 years in software development and technical product management (8+ years) — product discovery, R&D and leadership — with 7+ years focused on AI, computer vision and ML, much of it in startups. I've built and led ML/AI products and teams, and I'm at my best leading AI/CV projects end to end.
Broad, multi-domain experience gives me a product vision that runs from discovery and R&D through launch and the phases after. I hold to rigorous analysis, technical excellence and innovation, non-standard thinking, long-term business value — and a happy team.
Questions, answered plainly
Know if it works — before you commit.
Send a request and I'll reply with scope, pricing, and next steps. Async — no meetings, no pressure.
no charge · no meetings · reply within 2 business days
Request received.
Thanks. I'll reply within 2 business days with scope, pricing, and an NDA for the .
Complete the short intake questionnaire now and share materials — it speeds things up, and nothing is committed.
Received.