Building AI Operations: A Practical Guide
RTInsights, Thursday, April 16th, 2026
Building AI operations is a journey. The companies that succeed treat it as an ongoing operational capability, not a one-time technology project.
The promise of artificial intelligence has started to become a reality for many brands and merchants. Personalized recommendations, automated customer service, dynamic pricing, and predictive inventory management are some of the AI-driven programs rolling out at scale.
But we find that the gap between pilot projects and production-ready AI operations is where many companies stumble. Building effective AI operations requires more than just implementing algorithms. It demands a thoughtful operational framework that unites technology, people, and process.