Provider Quality Predictor

Use this endpoint when you need to make a data-driven go/no-go decision about calling a provider before committing resources or payments, especially when you have limited sample observations and need uncertainty-aware estimates rather than point predictions. Prefer this over static provider registries or simple uptime checks when quality, cost, and latency all factor into your routing decision.

• Insufficient sample data leading to very wide uncertainty intervals
• Unknown or unrecognized provider identifier causing a 404 or empty prediction
• Malformed input payload returning a 400 validation error
• Provider context outside training distribution resulting in low-confidence estimates
• Timeout if upstream inference is slow