Introducing the AI-3P Assessment Framework: Score AI Projects Before Committing Resources

Many AI projects fail not because of technology, but due to poor alignment with an organization's people, processes, and products. The AI-3P Assessment Framework provides a structured scorecard to de-risk these initiatives before committing significant resources. Using a "Bring Your Own Questions" approach, the framework evaluates projects across the three pillars of People (ownership and skills), Processes (compliance and operations), and Product (technical fit and viability). By converting qualitative concerns into a quantitative readiness score, teams can effectively prioritize the most promising AI use cases and avoid common pitfalls that derail implementation.