Interactive AI System Demo

How ready is your organization for AI?

Describe your organization's AI situation and receive a structured leadership readiness assessment — powered by a multi-model pipeline using GPT-4o for structured analysis and Claude for strategic synthesis.

AILCM Framework12 SubdimensionsMulti-Model PipelineGPT-4o + Claude

Try a sample scenario

Public Sector

Government Agency

A federal agency exploring AI for citizen services with compliance constraints and skeptical leadership.

Enterprise

Manufacturing Enterprise

A global manufacturer scaling AI from successful pilots to enterprise-wide adoption against plant-level resistance.

Startup

Healthcare Startup

A health-tech startup building AI diagnostics navigating the tension between speed and clinical validation.

0/3000

How This Works

1
Domain AnalysisGPT-4o

Evaluates your description against 12 subdimensions using structured function calling for consistent scoring.

2
Strategic SynthesisClaude

Synthesizes domain scores into resistance analysis and tactical recommendations using OVERRIDE frameworks.

Combined Assessment

Structured scores + narrative insight + actionable next steps.

AILCM Framework
Governance
4 subdimensions
Digital Acumen
4 subdimensions
Adaptability
4 subdimensions

Based on the AILCM framework and OVERRIDE methodology by Loren Cossette (2026). This demo provides a simplified assessment — full analysis available through consulting engagement.