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A. Kadyrova

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Open access Aug 2026

A Delphi–Monte Carlo Framework for Probabilistic KPI Estimation in Public-Sector AI Projects

Public-sector organisations must often commit to AI adoption decisions before longitudinal performance data are available to inform them. This study introduces and preliminarily demonstrates a Delphi–PERT–Monte Carlo framework for probabilistic KPI estimation in public-sector AI projects, applied to Kazakhstan’s e-gove...

R. Ismailova, N. Ibadildin, A. Kadyrova et al. · 0 citations

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