Smart Workplace Lab

Apr 26, 2026 · Industry Insights

How to Get Other Departments to Accept Your AI‑Built Model: A Cross‑Domain Mutual‑Recognition Protocol

When an AI‑generated conversion‑rate model is rejected by other teams due to mismatched data definitions, this article shows how to align measurement criteria by making data lineage and calculation scope explicit, using a three‑step cross‑domain mutual‑recognition protocol, checklists, and arbitration scripts to reduce internal friction.