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Article: Run an AI assessment before you fund the pilot

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RunanAIassessmentbeforeyoufundthepilot

Most AI pilots fail on problem selection, not models. Frame use cases, data readiness, and risk before budget is committed.

Abdulrahman El-Khabeet · August 8, 2026 · 1 min read

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TopicsAI

Jumping straight to a generative AI demo is attractive — and expensive when the use case is wrong.

A practical assessment covers candidate workflows, data quality and residency, security constraints, bilingual UX needs, and a go / no-go recommendation.

For government and enterprise buyers, that sequence creates the evidence trail procurement expects before approving spend.

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