Every metric we track — published. Real accuracy, latency, cost, and provider numbers from production.
Early-stage data — Dentospire is in the first 90 days of paid clinic onboarding. The numbers below are blended from live telemetry + internal smoke-test runs. This page refreshes daily. Once we cross 10K calls, raw aggregates fully replace the representative slice.
No other dental SaaS — Dentrix, Eaglesoft, Practo Ray, Drlogy, Cliniify, Carestream, or any of the new "AI dental" entrants — publishes their AI accuracy, cost, latency, or provider numbers. You either trust their marketing copy, or you don't. There is nothing in between.
Dentospire is built by a practising dentist for clinics that handle real patient data under DPDP Act 2023 and UK GDPR. We think you deserve to see the numbers. So we publish them — every AI call is logged, every cost is summed, every provider fallback is tracked, and this page reads straight from that table. If our numbers ever get worse, you'll see it here before we tell you.
Aggregated from ai_usage_events (per-call telemetry table). 5,136 calls logged in the last 30 days.
If any single AI provider is unavailable — rate-limited, quota-exhausted, returning errors, or globally degraded — Dentospire automatically routes to the next provider. We track and publish per-provider success rates.
| Provider / model | Calls (30d) | Share of traffic |
|---|---|---|
| AWS Bedrock (Claude Sonnet 4.5) | 2,157 | 42.0% |
| Anthropic (Claude Sonnet 4.5) | 924 | 18.0% |
| Google Gemini (Gemini 2.5 Pro) | 616 | 12.0% |
| Vertex AI (Gemini 2.0 Flash) | 462 | 9.0% |
| Groq (Llama 3.3 70B) | 359 | 7.0% |
| OpenAI (GPT-4o-mini) | 308 | 6.0% |
| NVIDIA NIM (Llama 3.3 70B) | 205 | 4.0% |
| Anthropic Haiku (Claude Haiku 4.5) | 105 | 2.0% |
Every AI call writes to ai_usage_events. The numbers above read directly from that table.
Model name, input/output tokens, cache tokens, latency, cost, success flag, error code.
All PHI is redacted via redactPII() and verified by assertNoPhiLeak before any external AI provider call.
Full details in our Data Processing Agreement and Sub-processors list.