Strategic Layer
What capability constraint should move first before leaders invest further?
A sequencing model for diagnosing the first constraint, the next unlock, accountable ownership, and visible proof.
Support Layer
What conditions must exist for success before work begins?
A planning model for business conditions, operating expectations, ownership, risk controls, and measurement rhythm.
Support Layer
What evidence would convince leadership the investment worked?
A design framework for readiness, adoption, reinforcement, evidence, transfer, and scale.
AI Capability Layer
What capabilities must exist before AI adoption scales?
A system for role fluency, workflow fit, responsible use, governance, reinforcement, and value evidence.
Measurement Layer
What proof is credible enough for executive decisions?
A proof standard for defining readiness, behavior, workflow, risk, performance, and decision evidence before launch.
Capability Layer
What operating conditions create performance beyond content delivery?
A capability lens for shifting from course volume to work conditions, behavior change, and measurable performance.
Performance Layer
What minimum intervention creates measurable change?
A practical model for reducing training waste and designing only the support required to change work reliably.