ServicesDiscovery & Alignment

AI Evaluation

Independent assessment of AI already in production: accuracy, cost, risk, compliance.

4-10 weeks
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The painAI is live, but nobody can prove its answers are correct, consistent and reliable.

What it is

An independent read on AI you already have running. We assess model performance, drift, prompt and retrieval quality, governance, security and business outcome against the original case.

The output is a structured report plus an executive readout for the board, the regulator or internal audit.

A good fit when

  • "We launched this and aren't sure it's working."
  • Audit or the regulator ask questions nobody can answer.
  • A previous vendor built it and you need an independent view.
  • You want to scale and need external validation first.
  • EU AI Act compliance is coming.

What you get

  • Automated evaluation pipeline and metrics
  • Root-cause report: retrieval or model
  • Executive readout and remediation plan

Proof