AI Adoption Playbook

Governance boards & governance-first adoption trend

Governance boards & governance-first adoption trend

Key Questions

What is the governance-first adoption trend in regulated enterprises?

Regulated enterprises are formalizing governance boards to oversee AI adoption, with examples including HSF, NAIC, Harvey, and the NC Treasurer. This trend emphasizes structured governance before wide-scale deployment. Protiviti highlights a direct link between boards and ROI, reinforced by legal and sports pilots.

What ROI benefits are associated with governance boards according to PwC?

PwC reports 7.2x returns on fitness investments linked to effective governance. Eli Lilly's infrastructure aligns with this approach, demonstrating practical benefits. ServiceNow also emphasizes governance for sustainable AI outcomes.

How do human-side lessons from HBR relate to AI governance?

HBR's lessons on the human side of AI echo the need for data and process foundations in governance. This complements trends like board formalization in regulated sectors. Related agentic AI examples from enterprises like JPMorgan and Walmart show measurable ROI tied to structured oversight.

Regulated enterprises formalizing boards; HSF/NAIC/Harvey/NC Treasurer; PwC 7.2x fitness returns; Eli Lilly infra aligns. Protiviti board-ROI link; legal/sports pilots reinforce; ServiceNow governance emphasis. HBR human-side lessons echo data/process foundations.

Sources (1)
Updated Apr 23, 2026
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