Fast Read
A first technical opinion
A 60–90 minute call plus a review of your deck and docs, ending in a short written memo. Best for a quick gut-check before a raise, a pilot, or an investment.
Consulting Services
Fixed-scope reviews that turn technical risk into a plan.
Each engagement is focused, senior work done by me: an architecture review, an independent diligence read, or a targeted piece of hands-on help. Not open-ended staff augmentation. You get a clear, prioritized memo you can act on immediately.
01 · Founders & engineering teams
Prototype-to-Production Risk Review
A broad technical review for teams whose demo works but whose production plan needs pressure-testing — architecture realism, scaling and cost, security posture, and the hiring and execution gaps that block the next stage.
Best for: Founders preparing to scale, raise, or sell into enterprise customers.
Good fit when the demo works but you're not sure what breaks next. Early engineering-hiring & org advice folds in here as an add-on.
What you get
- Technical risk memo
- Architecture realism assessment
- Deployment and scaling risks
- Hiring and execution gaps
- What to fix now vs. later
- Fundraising / customer diligence readiness
02 · Technical teams
AI, Robotics & Cloud Infrastructure Review
A focused, hands-on review of the systems that carry AI and robotics products to production — LLM/CV infrastructure, cloud and Kubernetes, edge and on-prem, robotics simulation and sim-to-real, fleet deployment, and reliability.
Best for: Engineering teams hardening AI or robotics infrastructure for scale.
Good fit when scaling, cost, or reliability is starting to get away from you.
What you get
- Architecture & infrastructure risk assessment
- Cost, latency, reliability & deployment critique
- Observability and CI/CD review
- Simulation & sim-to-real risk (for robotics)
- Fleet deployment & orchestration review (for robotics)
- Prioritized 30 / 60 / 90-day recommendations
03 · Investors
Investor Technical Diligence
Independent technical diligence for investors evaluating AI, robotics, cloud infrastructure, computer vision, or physical-world technology companies.
Best for: Seed funds, angels, venture partners, family offices, and strategic investors.
What you get
- Technical diligence memo
- Architecture feasibility review
- Team capability assessment
- Moat and defensibility notes
- Red / yellow / green risk flags
- Key questions to ask before investing
Specialty areas
Depth within the three reviews above — engaged individually where it's the crux.
LLM / CV systems
Robotics simulation & sim-to-real
Fleet operations & teleoperation
Cloud-native architecture
Kubernetes / CI-CD
Edge / on-prem deployment
Technical hiring & org design
Engagement Shapes
Pick the depth that fits the decision.
Every engagement is fixed-scope and priced after a short fit call. Three common shapes:
Focused Review
One system, pressure-tested
A 1–2 week review of a specific architecture, infrastructure, simulation, or deployment question — a risk-rated memo and a prioritized 30/60/90-day plan.
Deep Diligence / Workshop
A major decision, de-risked
A deeper review with interviews and an architecture walkthrough, a written diligence or risk memo, and a follow-up working session with your team or partnership.
How Engagements Work
Fit call, focused review, actionable memo.
Step 01
Fit Call
A short conversation to understand the product, architecture, team, and current risks.
Step 02
Focused Review
I review architecture diagrams, technical docs, product plans, deployment workflows, or diligence materials.
Step 03
Actionable Memo
You get a practical assessment with risks, recommendations, and prioritized next steps.
Get in touch
Not sure which review fits your stage?
Start with a 20-minute fit call. We'll scope the right engagement for where your product actually is today.