AI that knows your business.
Starling Memory Works (Starling MX) makes your business speakable to AI — so every model you use reasons from your actual values, strategy, and decisions. Your knowledge lives in a repository you own; the AI reads it, does the work, and forgets.
Sovereignty isn't a trade-off — it's an upgrade.
Stored AI memory hardens over time — a Monday pivot can take weeks to land. Starling reasons over governed canon that stays current, and because your memory lives in a repository you control, no platform decides when you keep it.
The result? Better intelligence, real ownership, and peace of mind.
AI Memory
Memory created by AI lives in vector databases. The more data, the wider the RAG search. A pivot takes weeks to land.
Starling
Starling's machine-side manifest assembles context from your human-side repository. Steward mode eliminates drift.
The first scalable Domain Language Model.
Starling grounds a stateless LLM in your sovereign intelligence. Your organization's knowledge and work live in a repository you own and control, structured so session-based AI runs efficiently — context in, work out, nothing retained, tokens managed.
Model Context Protocol makes information sovereignty possible. Universal Cognitive Architecture makes it scalable. Starling's Org Brain repository makes it real.
An AI-agnostic
chief of staff.
Starling uses the best model for each job — GPT for voice, Claude for work, Gemini for analysis — all reading from the same governed memory. Your team asks; Starling answers from what your business actually knows.
Starling works at any scale.
Our self-serve platform for small business. Create your repository; invite your team.
For larger organizations, we design and staff your governed intelligence system.
Build the enterprise airframe for Industry 5.0.
The singularity isn't when machines get smarter than humans, but when AI has instant access to all human knowledge.
We're onboarding teams now.
Get the weekly intelligence brief.
Subscribe to On Cognitive Design — from Chris Kincade, CEO, Starling Memory Works.
