How do you implement agentic AI for automated API usage analytics?
API usage analytics agents provide comprehensive insights into how APIs are consumed and perform. Configure agents with access to API gateway logs, consumer databases, and analytics platforms. The agent aggregates usage data including request volumes, response times, error rates, and payload sizes per endpoint, consumer, and time period. Implement trend analysis that identifies growing and declining API usage patterns. Detect abnormal usage patterns that may indicate abuse or integration issues. Generate consumer-specific usage reports for billing and capacity planning. Implement API popularity ranking that helps prioritize investment and deprecation decisions. Track API versioning adoption showing migration progress between versions. Generate developer experience metrics including documentation access patterns and common integration errors.