AI investment is surging.
Adoption and impact aren’t.

Organizations bought the technology and assumed the rest would follow. Human readiness wasn’t part of the plan.

Edited by Chris Perry
Andus Labs

Ground Truth Index

What’s stalling progress?

Some of what’s blocking AI at scale is what you’d expect. Some — Active Inertia, Tempo Shock, Judgment Moats — will surprise you. The Ground Truth Index ranks the top 25 of more than 200 documented patterns of enterprise AI failure. Released quarterly so you know what’s critical, what’s escalating, and which ones are at work in your organization.

Ground Shift

Where’s this going?

In April 2025, we synthesized thousands of external projections into a three-year map of how AI would reshape organizations and society. The consensus on direction was strong. Our April 2026 update tracks the forecast against reality — arriving faster than projected, across every horizon.

Intel

What’s the latest research?

The people most excited about AI are the ones it degrades most. Every CEO who standardized on one frontier model just narrowed their organization’s thinking. Neither finding is in your AI briefings. Intel covers what the technology is actually doing to the people inside organizations — with our read: finding, twist, implication.