LLM Operations
Run enterprise AI like any other critical system: routed, cached, budgeted, and observable.
Schedule a Free Strategy SessionOnce AI is live, the questions change. Which model should handle which request? What happens when a provider goes down? What does each customer cost you? We put a control layer between your applications and the models: one API in front of several providers, automatic failover, response caching, budgets per tenant or team, and a trace of every call. We set it up on your infrastructure, and it is the same layer we are building into the DataStackX AI Platform.
What You Get
- Model gateway with multi-provider routing and failover
- Response and prompt caching
- Cost attribution and budget limits per tenant, team, or feature
- Tracing of tokens, latency, and cost on every call
- Versioned prompts with regression test sets
- Alerting and runbooks for your on-call team
Ideal For
Teams with live AI features whose costs, reliability, or answer quality have become hard to explain.
Tech Stack
Not Sure If This Is What You Need?
Book a free 30-minute session with a senior data architect. We'll tell you honestly whether this service fits your situation, and if not, what does.
Schedule Your Free Strategy SessionLet's Find Your Starting Point
Book a complimentary 30-minute session with a senior data or AI architect. Bring your challenge, your stack, or an open question, and leave with a clear, honest assessment of where to begin.
No pitch. No obligation. Just a useful conversation.
Typically responds within 1 business day · Available globally