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Introducing

Human governed memory that outperforms the AI labs’

Starling 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.

Org Brains created

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and more

Governed intelligence

Sovereignty isn’t a trade-off. It’s an upgrade.

Stored AI memory hardens over time, and 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: tangled, drifting paths

AI Memory

drifts · probabilistic

Memory created by AI lives in vector databases. The more data, the wider the RAG search. A pivot takes weeks to land.

Starling: a single, deterministic path

Starling

current · deterministic

Starling’s machine-side manifest assembles context from your human-side repository. Steward mode eliminates drift.

What we built

A Domain Language Model

Stateless LLMMCPUCASovereign RepositoryDLM

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.

What your team experiences

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.

one governed memory

Any model. Any platform. One brain.

Same context on every surface your team touches. Nothing retrained, nothing re-taught, wherever the work happens.

11 organizational cognates4 memory types0 lock-in
Claude logowork

Claude

Builds canon, converts documents, runs strategy and queries.

GPT logovoice

GPT

Talk to your brain, hands-free. Real-time voice on your context.

Gemini logoanalysis

Gemini

A second-model pass when you want one, on the same memory.

“Your team asks; Starling answers from what your business actually knows.”

Two ways in

Starling works at any scale.

Smart Office

Our self-serve platform for small business.

Create your repository; invite your team.

Smart Enterprise

We design and staff your governed intelligence system.

For larger organizations, architected with you and owned by you.

From $99/month

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 team owners now.

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Chris Kincade, CEO, Starling Memory Works
Chris Kincade · CEO