University spin-outs
Product & Data Readiness for University Spin-outs
Engineering-led product, data and architecture review for university spin-outs moving research software into commercial delivery.
Explore this review →Readiness reviews
Focused engineering reviews for teams preparing for customers, pilots, procurement, funding, regulatory questions or public launch. Each review maps the current product and turns material risk into an ordered plan.
University spin-outs
Engineering-led product, data and architecture review for university spin-outs moving research software into commercial delivery.
Explore this review →Healthtech startups
Technical readiness review for healthtech startups handling sensitive data and preparing for pilots, hospitals, procurement or investment.
Explore this review →AI SaaS founders
Review AI system boundaries, customer data, oversight, logging and technical evidence before launch, procurement, funding or EU sales.
Explore this review →Funding and diligence
Prepare startup architecture, security, data and technical documentation for investor, customer or enterprise due diligence.
Explore this review →AI-built apps
Human technical review of AI-built apps for exposed secrets, access control, privacy, dependencies, architecture and handoff risk.
Explore this review →Share the product, immediate deadline and main concern. If a review is unnecessary or another specialist is a better fit, I will say so.
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