Guide
Rethinking AI Through the Lens of Public Service
Commercial AI playbooks don't translate to government. Different mandates require different success metrics, risk tolerances, and accountability structures. This guide covers the adaptation patterns that work in mission-driven public sector environments.
Most AI frameworks were designed for companies optimizing revenue. Government agencies serve a different mandate entirely.
Translating commercial AI playbooks into public service contexts requires more than procurement — it demands a rethinking of success metrics, risk tolerances, and stakeholder accountability.
This guide walks through the structural differences that matter and the adaptation patterns that actually work in mission-driven environments.
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