What you get
A working gateway with provider routing, prompt caching, semantic caching for repeated internal queries, budgets, fallbacks, observability dashboards, per-team cost attribution, and loop-detection that stops runaway agents before they become invoices.
- Provider routing across OpenAI, Anthropic, Google, Mistral, and local models.
- Prompt caching and semantic caching for repeated internal queries.
- Per-team, per-customer, and per-feature cost attribution.
- Budgets, alerts, and kill-switches for runaway agents.
- Spend dashboards with weekly exports.
Why it matters
AI spend grows with usage. Without a gateway, every team ships its own key, every retry is a new bill, and there is no way to attribute cost to the work that produced it. Attnora installs the gateway first, then helps teams adopt it.
How a pilot starts
We map current AI spend, install the gateway in one to two weeks, ship cost attribution dashboards, and identify the top three cost leaks with quick wins.
Frequently asked questions
Do you require a specific gateway?
No. Attnora is provider-neutral and works with LiteLLM, Portkey, OpenRouter, or your in-house proxy. We pick what fits your stack.
Will caching change answer quality?
Semantic caching is opt-in per route. Prompt caching is enabled for stable system prompts. Neither affects model output beyond what the underlying provider already does.
How do you detect runaway loops?
Per-agent token and call budgets with circuit breakers. A retry storm or an agent loop will trip the budget and shut the agent down before the bill moves.
Can I keep my existing provider keys?
Yes. The gateway federates existing keys, and you keep the option to retire any provider by removing its route.
Related services
Next step
Audit and install your AI gateway.
Share your last month of AI spend and the providers in use. We will respond with a focused savings plan within one business day.
Request an AI spend audit