quality, cost & latency monitoring

You need “quality, cost & latency monitoring”, but building it in-house gets stuck on integrations, maintenance and lack of time — and the result tends to be fragile and hard to scale.

alerts before quality drops. We deliver it as part of “Deployment & MLOps”: a working system with observability, safety gates and documentation. Models are always reached through the router — we mask PII before it leaves for the cloud.