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AI Prototype Readiness  Assessment

Is your AI prototype actually ready for real users, real scale, and investor scrutiny?

Objective Evaluate how close your AI prototype is to being production-grade and investor-ready, with a scored breakdown of what to fix first.
Who is this for? Non-technical founders and CEOs at startups/SMBs who’ve vibe-coded their product prototype and need to know if it’s ready to scale or pass investor due diligence.

What you’ll get

  1. Overall readiness score (0–100) with maturity tier
  2. Scores across 8 critical dimensions
  3. Top risks and strengths identified automatically
  4. Investor-readiness signal with diligence risk label
  5. Smart, pattern-based insights unique to your answers

How it works

  1. Answer 32 quick multiple-choice questions across 8 dimensions
  2. Our scoring engine applies weighted analysis, critical-fail penalties, and floor rules
  3. Get your results instantly — score, tier, risks, strengths, and a clear next step

8 dimensions evaluated

  1. Architecture & Scalability
  2. 🤖 AI / LLM Layer
  3. Data Layer & Reliability
  4. 🧑‍💻 Engineering Quality
  5. DevOps & Infrastructure
  6. 🔒 Security & Compliance
  7. Product & Business Readiness
  8. 📋 Compliance & Audit Readiness
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