Pilots multiply, each with its own keys, prompts, and evaluation approach. Nobody can answer what is deployed, what it costs, or how well it performs.
We establish a platform layer: a single gateway, shared retrieval, standard evaluation, and policy enforced centrally.
One controlled entry point with routing, quotas, and logging.
A governed knowledge layer with document-level permissions.
Every use case ships with a test suite and a quality bar.
Spend attributed per team and per use case.
One gateway, one logging format, one policy set.
Access, retention, and residency rules enforced centrally.
Quality measured continuously, not at launch only.
Teams build on paved paths instead of from scratch.
Performance and cost reported to leadership.
A single answer to what is running and how it performs.
Second and third use cases cost far less than the first.
Policy demonstrable to auditors and regulators.
