Company Performance Metrics
Defendr is a governance and reliability gateway that sits in front of a company's AI usage. It gives you everything a model router does — one API across all inference providers, automatic failover, smart cost/latency routing, and a single unified bill — plus a reliability layer that measures provider-side failures: timeouts, empty or
invalid output, hard refusals, silent model drift, and billing anomalies.
Defendr shows you exactly what broken AI calls are costing you and makes sure you stop paying for them. It also provides a tamper-proof audit trail of every call for compliance review, drift detection against a fixed reference benchmark, and shared savings from waste and billing-anomaly detection. The incentive is aligned: Defendr makes money when your AI works, not when it breaks.
