10 / LLMOPS & MONITORING

LLMOps & Monitoring

Production models, measurable confidence.

Evaluation, prompt versioning, cost control, live monitoring. Every model accountable, every output traceable, every euro visible.

What you command

Every commission ships as owned artifacts — built inside your walls, documented to auditor standard, transferred without reserve.

01 Evaluation suites that score every model against your own benchmarks
02 Versioned prompts and models — every change attributable, every rollback instant
03 Cost telemetry per component, per team, per model
04 Live monitoring for drift, failure, and degradation
05 Incident runbooks your operators can execute without us

Which models do you standardize on?

None. We benchmark against your workloads and remain model-agnostic; the architecture absorbs change without drama.

What happens when a model degrades in production?

Monitoring catches drift before your users do, and versioned rollbacks restore the last known-good state in minutes.