KULIC Advisory · AICTIONBOT™Painpoint Atlas

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Instrument wallAll twelve fields

Basis: 458 individual findings from 20 years of procurement, finance and sales, condensed into 49 painpoints. This page shows an excerpt with 99 findings; the full Atlas is available on request. Contexts pseudonymized, figures rounded, no names. The ratings (severity, AI fit, lever) are a professional coding, not a measurement. Legal notice · Privacy