How AI Ready Is Your Organization ?
Scenario-based questions · Organizational friction analysis · Contradiction detection
95% of enterprise AI pilots fail. MIT/NANDA found fewer than 10% have a roadmap. This tool gives you one.
Start your assessment~ 10-15 minutes. Adaptive. No email required.
How It Works
Three layers of analysis, then a conversation
From diagnosis to action plan in 10-15 minutes.
Diagnose
Scenario-based scoring across 7 dimensions. Friction analysis, contradiction detection, reality assessment.
Discover
AI-generated use cases specific to your industry, gaps, and maturity. Friction-adjusted risk ranking.
Direct
Culture-gated 90-day roadmap with adoption barriers per milestone. Anchored to your answers.
Discuss
Chat with AI about your results. Ask follow-ups, prioritize initiatives, get tailored advice.
Built by Taher Bohra / Crescentic
14+ years in software architecture and engineering leadership. Former CTO, now helping organizations navigate AI strategy and adoption.
Framework synthesized from 13+ academic AI maturity models, cross-referenced with MITRE, MIT CISR, and industry frameworks.
Framework
7 dimensions of AI readiness
Based on systematic review of 13+ academic AI maturity models, cross-referenced with MITRE, MIT CISR, and industry frameworks.
Strategy & Vision
How clearly AI is embedded in your organization's strategic direction, leadership commitment, and investment planning.
Data Readiness
The quality, accessibility, and governance of your data assets for AI applications.
Technology & Infrastructure
The maturity of your cloud, tooling, and technical infrastructure to support AI workloads.
People & Skills
AI literacy, talent availability, and learning culture across your organization.
Governance & Ethics
AI policies, responsible AI practices, and regulatory compliance posture.
Organization & Culture
How well your organizational culture supports experimentation, innovation, and AI adoption.
Process & Operations
How deeply AI tools are integrated into your workflows, and how you measure their impact.
What You Get
More than a score
Downloadable PDF report
Full branded report with scores, diagnostics, use cases, and your 90-day roadmap. Share with your team or board.
Interactive visualizations
Radar chart across 7 dimensions plus an impact-vs-effort matrix that maps every AI use case by priority.
Friction and contradiction analysis
Organizational friction mechanically affects your score. Dimensional contradictions (e.g., great strategy but toxic culture) are surfaced explicitly.
Review before you submit
Full review screen with inline editing. Go back, change answers, add context -- nothing is locked until you say so.
Track progress over time
Every assessment is saved locally. Retake quarterly to measure progress and compare scores side by side.
Share your results
One-click sharing to LinkedIn, X, or a direct link. Show stakeholders where you stand.
Stop guessing. Start knowing.
What a $50K consulting engagement previews, this tool delivers for free.
Start your assessment