The AI Operations Platform for enterprise AI.
Treat every model call like production traffic. stackcontrolai unifies routing, policy, traces, evals, and cost attribution across OpenAI, Anthropic, Google, xAI, and self-hosted models — so platform teams ship AI with the same rigor as the rest of the stack.
- SOC 2 Type II
- ISO 27001 ready
- EU AI Act aligned
- SaaS · VPC · self-host
Six AI tools, six dashboards, zero single source of truth for what shipped.
Outages and cost spikes get noticed in invoices and Slack — not in observability.
Every team rebuilds routing, retries, and approvals from scratch.
What ships with AI Operations Platform.
Routing & failover
Cost- and quality-aware routing across every provider with circuit breakers.
Live traces & evals
End-to-end traces, hallucination scoring, and p95 latency per route.
Policy on every call
Inline PII redaction, approval gates, and tamper-proof audit log.
Cost attribution
Tokens and dollars per team, app, feature, and prompt.
Model registry
Pinned versions, fingerprints, and deployment posture per model.
Integrations
Slack, PagerDuty, Datadog, SIEM, and warehouse exporters out of the box.
What is an AI Operations Platform?expand
An AI Operations Platform is the runtime control surface for production AI — it routes requests across providers, enforces policy, captures traces and evals, and attributes cost. It is to model calls what an APM and orchestrator are to web services.
How is this different from MLOps?expand
MLOps focuses on training pipelines, feature stores, and model packaging. AI operations focuses on inference traffic: routing, governance, observability, and cost. Most enterprise AI today is inference-only against vendor APIs, which is exactly what stackcontrolai operates.
Do we have to replace our existing model providers?expand
No. stackcontrolai is provider-agnostic. Bring your existing OpenAI, Anthropic, Google, xAI, Mistral, or self-hosted endpoints and put one router, one policy plane, and one audit log in front of them.
Can we self-host?expand
Yes. stackcontrolai ships in SaaS, customer VPC, and fully self-hosted modes. The control plane runs the same way in all three; only the data residency changes.
Run ai operations platform in your stack.
One control plane your security, finance, and platform teams already trust. Live console, no signup.