CRM & Operations Workflows

Not every B2B data problem should become an API. Determining API readiness depends on data frequency, structure, reusability, and stability. This article explains the four key traits that make a B2B data problem suitable for API integration, explores common API-ready use cases like lead enrichment and identity resolution, and contrasts scenarios where custom data solutions are more appropriate. Understanding these factors helps teams scale workflows efficiently, avoid overengineering, and ensure reliable, maintainable B2B data operations.