The operating layer between buying AI and institutionalizing it.
Public-trust institutions know how to buy AI. They do not yet know how to institutionalize AI.
Human Capacity Infrastructure is the operating layer between buying AI and institutionalizing it: the rules, review layers, source-of-truth systems, and decision gates that keep the work aligned and usable.
The tools arrive, the training happens, and everyone assumes implementation has occurred. It hasn't. Most organizations don't have that layer. They have software.
Fire codes for AI adoption
- Exit criteria designed before dependency
- Decision rights named
- Human review gates that repeat
- Documented workflows
- Portable formats
Boring on purpose. That is the feature.
The first practice: GateForce85. A job-fit scoring engine that audits postings, never people. It scores a job posting against a person's real-life constraints and answers ADOPT, PARK, or REJECT with the reasons, before they spend an application on it. Working browser prototype, pre-pilot.