· Bhanu Pratap
· AI & Machine Learning
The 5% Problem: What Datadog's 2026 AI Engineering Data Says About the Production Reliability Crisis Nobody Is Talking About
Datadog's State of AI Engineering 2026 report found 5% of all LLM calls fail in production — and 60% of those failures are caused by rate limits, not model quality. Here's what that number actually means for enterprise AI systems and why finance teams should be alarmed.