Live Assessment Demo
How ready is your organization for AI?
Describe your organization's AI situation and get a structured leadership readiness assessment in 30 seconds — a working example of how I structure program-level AI thinking. Multi-model pipeline (GPT-4o + Claude) built end-to-end as a small public glimpse of the engineering discipline I bring to embedded program work.
Try a sample scenario
Government Agency
A federal agency exploring AI for citizen services with compliance constraints and skeptical leadership.
Manufacturing Enterprise
A global manufacturer scaling AI from successful pilots to enterprise-wide adoption against plant-level resistance.
Healthcare Startup
A health-tech startup building AI diagnostics navigating the tension between speed and clinical validation.
How This Works
Evaluates your description against 12 subdimensions using structured function calling for consistent scoring.
Synthesizes domain scores into resistance analysis and tactical recommendations using OVERRIDE frameworks.
Structured scores + narrative insight + actionable next steps.
Based on the AILCM framework and OVERRIDE methodology by Loren Cossette (2026). This demo provides a simplified assessment — full analysis available through consulting engagement.