Surviving AI API Failures: The Three Resilience Strategies That Work

As AI systems scale to production, API reliability is becoming a business-critical issue. This analysis of 20,000 real API calls reveals that while most teams rely on simple retries (covering only 20% of failures), building true resilience requires three levels of strategy: failover to backup providers and, critically, output contract verification to catch silent failures where formats drift without triggering alerts.