Implementing Trade Promotion Intelligence in automotive organizations demands more than deploying analytics software—it requires rethinking how vehicle systems integration, supply chain management for electronics sourcing, dealer networks, and customer data converge to drive commercial outcomes. After guiding three major OEM implementations and consulting on a dozen more, I've distilled the critical success factors into a comprehensive checklist that addresses both technical infrastructure and organizational readiness. This isn't a theoretical framework; it's a battle-tested roadmap drawn from real implementations where success meant measurably improving promotional ROI, and failure meant burning budget on ineffective incentives while competitors captured market share. The automotive industry faces unique challenges in promotional intelligence that don't exist in traditional retail. Our products are high-consideration purchases with long sales cycles, complex dealer net...