# Intercom Shares Three Key Lessons for Building Sustainable AI Systems

OpenAI highlighted Intercom's approach to creating a scalable AI platform for customer support, outlining three critical lessons for companies looking to build lasting competitive advantages with artificial intelligence.

The customer service platform Intercom has developed a framework focused on evaluations, architecture, and strategic implementation. These lessons come as businesses increasingly struggle to move beyond AI experiments into production systems that deliver consistent value.

**Why This Matters**

As AI adoption accelerates across industries, many companies face challenges scaling their initial pilots into robust, enterprise-grade solutions. Intercom's experience offers a practical roadmap for organizations navigating this transition, particularly in customer-facing applications where reliability and performance are critical.

The emphasis on evaluations suggests that rigorous testing and measurement are essential for AI systems that need to maintain quality at scale. The architectural considerations point to the importance of building flexible, maintainable systems