00
overview
scope: ai · computer-vision · independent

An independent technical read on AI & computer visionbefore you commit.

Due diligence and feasibility assessments from a senior practitioner. A written verdict, a recorded walkthrough, and no sales calls. You'll know if it works, where the risks are, and what to do next.

specimen · verdict§4
GO proceed
CONDITIONAL proceed with conditions
NO-GO do not proceed
every engagement ends in one clear call.
~12 yrs senior ai/cv r&d/ async-first · no sales calls/ your materials stay confidential/ no vendor allegiance
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premise

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.

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engagements

Two ways to engage

select to request →
Service A pricing on 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.

turnaround~2 weeks
deliverablereport + walkthrough
Service B · two tiers pricing on request

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.

Express Red-Flag Screen

tier 1

2–3 page screen + short video. "Is this worth a full DD?"

3–5 days · credited toward a Full DD

Full Technical Due Diligence

tier 2

Complete assessment + one optional 45-min management Q&A.

10–12 days
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process

How it works

async-first · built to respect your time

01

Choose & request

Pick a service and send a short request. I reply with scope, pricing, and an NDA.

02

Share materials

A short intake questionnaire and your documents. No meeting required.

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Assessment

I work through it async. One optional 45-min Q&A for a Full DD.

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Verdict

Written report + recorded walkthrough delivered. You decide with clarity.

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deliverable

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.

written report · pdf recorded walkthrough · video
REPORT · §4 VERDICT CONDITIONAL
walkthrough · 14:22
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who
[ headshot ]

Senior AI/CV R&D practitioner. Independent by design.

~12 years in AI and computer-vision R&D, with a Head of AI / Technical Product Manager background. I give independent verdicts — no vendor allegiance, no hype — so the read you get is the read I'd want before risking my own money or roadmap.

smart mobility / V2X medical imaging / healthcare CV
View profile on LinkedIn ↗
06
questions

Questions, answered plainly

Yes. Everything you share is treated as confidential. I'll sign your NDA before any materials change hands, or provide a mutual one — just check the box when you request.
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Know if it works — before you commit.

Send a request and I'll reply with scope, pricing, and next steps. No sales call.