A proprietary framework by Dr. Vinayak Mitty (Vin Mitty) that helps leaders make smarter, intentional decisions about where and how to deploy artificial intelligence.
The core problem it solves: Most organizations start with "How can we use AI?" instead of "What problem are we solving?" — leading to misaligned initiatives that don't deliver measurable value.
Helps leaders decide where intelligence should live, what role it plays, and how it should think. It scores every AI use case across three dimensions:
The product: a Risk Score from 1 to 64 with specific governance and guardrail recommendations.
A quarterly review loop that asks: Did the metric move? Are people using it correctly? Are we learning? The output: scale, fix, or retire the AI initiative.
Leaders responsible for AI decisions who want frameworks they can use, not theory they can't apply. Executives, senior leaders, and board members who need to justify AI investments with real outcomes.
Score any AI use case in minutes: vmitty.com/ai-decision-map/assessment
Dr. Vinayak Mitty holds a PhD in Data and AI, leads data science and AI at LegalShield, and hosts the Data Democracy podcast. He wrote this through three lenses: practitioner (20+ years leading AI teams), researcher (PhD on technology adoption), and curator (insights from hundreds of industry conversations).
More info: vmitty.com/ai-decision-map | Contact: Schedule a call
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