METRIK

Diagnostic platform (consulting firm withheld)

A consulting methodology, turned into a live product

We turned a firm's assessment methodology into a branded, AI-powered self-diagnosis platform — now running with two consulting firms.

  • 2 consulting firms live
  • Fully white-labeled per firm
  • AI writes, never scores — deterministic

Context

A consulting firm’s method for diagnosing client maturity worked one paid engagement at a time. Their expertise couldn’t reach the prospects who weren’t ready to buy yet.

What we built

A multi-tenant assessment platform — a structured questionnaire with server-side branching, deterministic scoring with locked golden tests (the AI writes the report, never the score), three-layer benchmarks, and a branded PDF sent from the firm’s own email. Stack: Next.js, FastAPI, PostgreSQL + pgvector, Claude with closed RAG.

Results

Live in production with two consulting firms, each fully white-labeled. Adding a new firm is onboarding — brand, questions, benchmarks — not development. Every completed assessment is a qualified lead with a professional report attached.

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