Fasteer technology

How it works, for real.

No magic: a router with a classifier, and a private AI that grows with use.

The FRIO router

Every request passes through a chain of checks before routing. Authentication and limits for every tenant. Sensitive-data scanning: if the prompt contains PII, the request is forced to the local engine and never leaves the perimeter. Semantic cache: if an equivalent question has already been answered, the response comes from the cache at zero cost. Then an ultra-fast classifier — milliseconds, with no network calls — decides: simple requests go to the small, cost-effective engine; the large model is used only when truly needed. And if the answer does not pass the quality check, the system safely falls back to the local engine: when in doubt, data stays in-house.

Actual FRIO router configuration with a 75 percent local quota, allocation across cache, local engines and external models, and the Balance strategy active — Local quota, request distribution and routing strategy can all be configured in the same console.

Your private AI

Knowledge is built from the prompts passing through the router: the system extracts, classifies and connects information in a searchable company wiki. Company documentation is added through a dedicated ingestion module. And the savings shown in the dashboard are not an estimate: they are the actual cost compared with what you would have paid by always using the large model.

The benefits of your own Private AI

Actual Fasteer dashboard with cumulative savings, local quota and request allocation across cache, private engines and frontier models — Savings and engine mix, updated request by request.

Inside the perimeter

A dedicated instance on an EU cloud (Nebius, OVHcloud, Scaleway) in the geographical area you choose; users with role- and type-based permissions (you decide who sees what); included MCP connectors to read your systems (GitHub, CRM, ERP, drives); instance APIs to integrate everything else. Data never leaves the instance. APIs compatible with OpenAI and Anthropic standards: the apps and chatbots you already use connect by changing an endpoint, not the code. Every BYOK key has a configurable spending cap, with automatic failover between models if a provider fails.

What we do not promise

No guaranteed savings percentage — it depends on how you use AI today; the simulator on the homepage gives an honest estimate and the first month verifies it with real figures.

Design the configuration with us