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Before a prototype becomes a product

Prototype Readiness Review

A technical review for AI-built, no-code, low-code, or fast-developed apps before real users depend on them. The demo works; I check whether it can safely become a product.

Starting point

From €900

Prices exclude VAT.

Who it's for

  • Founders who built an MVP with AI coding tools, no-code, or low-code platforms
  • Small teams shipping a fast-built internal or customer-facing app
  • Companies that built a demo or research tool and now want to use it operationally
  • Non-technical founders who need a technical expert on their side

Problems I solve

  • A demo can work and still be unsafe as a product
  • The demo works, but nobody knows if the architecture is maintainable
  • The app was built fast, but security and data handling were not reviewed
  • AI-generated code was accepted without proper understanding
  • The product depends on fragile prompts, hidden assumptions, or unstable integrations
  • The team does not know whether to continue, stabilize, refactor, or rebuild

What I do

  • 1Review architecture, maintainability, database structure, and API design
  • 2Check security, data exposure, authentication, and access control
  • 3Assess deployment setup, error handling, monitoring, and testability
  • 4Look for vendor/platform lock-in and AI-generated code risk
  • 5Review user experience and customer-perceived quality

What I need (typical)

  • Repository or app access where relevant
  • A short product walkthrough
  • Deployment details and current hosting setup
  • Known risks, customer commitments, and next launch milestone

What you get

  • Short technical risk memo
  • Production-readiness checklist
  • Blocking risks ranked by severity
  • Security, data, deployment, and maintainability notes
  • Recommendation: continue, stabilize, refactor, or rebuild
  • 30-60 day stabilization plan

Not a fit if

  • You only want someone to clean up a few bugs
  • You want to keep shipping without technical ownership
  • You are looking for cheap development capacity
  • The product handles sensitive data but you are unwilling to review security properly

Success looks like

  • You know what is safe to use now
  • You know what must be fixed before real customers depend on it
  • You avoid building a business on fragile demo code

Built fast and need to know what is safe?

Book a 30-min call and tell me what the prototype needs to survive next.

Book a 30-min call