Smart Enterprise
We architect it. You govern and own it.
For larger organizations, we’ll design your Memory Architecture, wire it into the stack you already run, and train the System Librarians who govern it. Usage is transparent, and every output is traceable to a human-approved source. The model is interchangeable — the architecture, governance, audit trail, and knowledge stay yours.
Enterprise engagements are bespoke builds. We re-ground your existing stack in the memory you own, available on your own infrastructure.
0%Source ¹
of CIOs regret at least one major AI vendor or platform decision
0%Source ²
of organizations would need more than 12 months to move off a critical provider
0%Source ²
have no viable alternative provider at all
0%Source ²
Only 14% can see their full set of technology dependencies
¹ Dataiku / Harris Poll, survey of 600 CIOs, Feb 2026. ² Capgemini Research Institute, Digital Sovereignty: From Policy Ambition to Executive Imperative, September 2026 (1,300 executives at $1B+ organizations, fielded April 2026).
Our Solution
Not a tool subscription. An administered intelligence system with business and knowledge design logic.
Your Domain Language Model
We structure your canon, work, and institutional memory on Universal Cognitive Architecture, the open standard that gives every piece of knowledge a permanent address, so the right context loads into every AI conversation.
Your System Administrators
We certify the Cognitive Designers who architect organizational intelligence and the System Librarians who continually maintain it, then train your team to govern canon without us. We’ll also help your CIO become a Chief Intelligence Officer, as information becomes active intelligence.
Your Inverted Stack
Most enterprise AI puts the model at the top of the tech stack and your knowledge underneath. We invert it. Your knowledge sits on top, and the model is interchangeable — Claude, GPT, Gemini, Copilot, or one hosted in your own environment. Starling Enterprise wires any AI system into your stack.
Your Security Harness
Your knowledge sits in a container the model reaches only through governed retrieval. The model stays stateless — it reasons over your knowledge, but never owns it, retains it, or carries it out. Isolated memory, scoped retrieval, and a full audit trail: an architecture built to contain autonomous agents, not just comply with them.
We architect it, we secure it — but your knowledge is never ours to hold.
Wherever your teams are
One governed memory, every desk on earth.
Your people already work across platforms, time zones, and models. Give them all the same institutional truth to reason from.