𝐖𝐡𝐚𝐭 𝐀𝐈 𝐆𝐨𝐯𝐞𝐫𝐧𝐚𝐧𝐜𝐞 𝐂𝐚𝐧 𝐋𝐞𝐚𝐫𝐧 𝐅𝐫𝐨𝐦 𝐃𝐚𝐭𝐚 𝐆𝐨𝐯𝐞𝐫𝐧𝐚𝐧𝐜𝐞?

The same mistake.

The same pattern.

Higher stakes.

Twenty years ago, organizations rushed to unlock value from data.

Many scaled before establishing ownership, standards, catalogs, lineage, and governance.

The result?

Years of remediation, compliance challenges, and costly clean-up efforts.

Today, we’re seeing a similar pattern emerge with AI.

Models, copilots, and agents are proliferating across the enterprise, often faster than organizations can establish visibility, accountability, and control.