SPEC Framework

How Robust Is Your AI Due Diligence Process?

11 questions. 5 minutes. A structural diagnosis of your evaluation process for AI and quantitative managers.

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No registration required. Your responses are confidential.

Who this is for

  • CIOs and heads of investment at sovereign wealth funds, pension funds, and endowments
  • Heads of manager selection evaluating AI and quantitative strategies
  • Investment committee members overseeing systematic allocations
  • Anyone responsible for due diligence on quant managers who claim to use AI

What you will get

  • A radar chart mapping your process across five diagnostic dimensions
  • An AI-powered narrative diagnosis specific to your answer pattern
  • Three actionable recommendations you can implement immediately
  • A downloadable PDF report suitable for investment committee review

Built on the SPEC framework by Milos Maricic — OECD AI Expert, CFA Institute contributor, World Economic Forum Expert.