· Amit Kothari · AI
Building your AI roadmap: the template
Most AI roadmaps focus on capabilities and features when they should focus on reliability and failure modes. RAND Corporation found more than 80% of AI projects fail before production, and only 7% of organizations have achieved full AI scale. Your roadmap must prioritize reliable agent patterns over impressive demos. Start with constraints, measure operational health, and plan for continuous iteration.