November 6, 2026
Trusted AI Analytics Is Possible Today. It Will Still Take Years.
The technology for trusted AI analytics works today, inside a single team. Doing it across a whole company, and eventually an industry, requires agreed definitions of what the metrics mean, and that agreement is what takes years. Governance programs, healthcare data standards, and the new semantic standards effort all show the same slow clock. Start the agreement work now, because it sets the pace.
