Ten Percent Technology, Ninety Percent Human

Most AI initiatives fail. The widely cited number is 85 percent, and the failure rarely traces back to the model, the vendor, or the integration.

It traces back to human architecture. Who has authority to deploy. Who is accountable when something goes wrong. How trust is established with the people whose work the system will touch. This is the part of AI adoption that does not show up on a technology roadmap, and it is where most organizations come apart.

In a recent interview with TechRound, I made the case for treating governance as the foundation of AI adoption rather than the afterthought. We covered the G.U.A.R.D. Framework, why healthcare and higher education face the steepest stakes, and what changes when an organization designs for trust before it designs for scale.

'AI adoption is 10 percent technology and 90 percent human. The hard part is decision authority, accountability structures, and trust mechanisms. The part most leaders assume will sort itself out.' - Dr. Tiffany Masson, Falkovia

'Success depends on human architecture, not technological sophistication. The institutions that lead in AI will not be the ones that moved fastest. They will be the ones that built the human architecture first.' - Dr. Tiffany Masson, Falkovia

Read the full conversation on TechRound.