Organizational
System
Operating
System
Innovation
System
Optimization
System
Cognitive
System
Translation
System




Most enterprise AI projects fail to reach production because of a simple problem: your organization speaks hundreds of incompatible languages. Marketing uses Notion. Sales uses Salesforce. Engineering uses GitHub. Your 250+ APIs each demand different formats. When AI enters this information stew, it can't synthesize anything — "competitive analysis" has no relationship to "market intelligence" even when they're built on identical data.
We solved this the same way libraries did: universal classification. The Dewey Decimal System made 823.7 mean "British Fiction" everywhere. We built the Dewey Decimal System for business.
The Cost of Waiting
The Breakthrough Today

Org Brain isn’t a chatbot with context. It’s three layers of intelligence working together — each one building on the others.


Org Brain gives every team member executive-level clarity by putting context, strategy, and decisions at their fingertips.
Marketing, product, and ops work from the same aligned source. No more rewriting strategy in different words.
Adding departments or doubling headcount compounds intelligence instead of diluting it.
Your AI pulls directly from your canonical dataset — like a chief of staff who recalls every decision.
Reads, translates, and forgets” to "reads your context, never stores or trains on it.
Your knowledge stays in your environment. Notion, SharePoint, your own servers — wherever you keep it. The LLM reads from your documents and writes back to your documents. It never holds your data.
The LLM translates semantic addresses to any format any system needs — JSON, SQL, GraphQL, whatever. Then it forgets. Every session starts clean. Your organizational memory persists; the AI's doesn't.
Organizational Cognates are transparent across your company. Leadership Cognates stay private to executives. Marketplace Cognates face outward. The architecture itself determines who sees what.
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We place intelligence at the handoff point — where conversation becomes computation. Your question instantly resolves to a semantic address that means the same thing everywhere. No parsing. No schema mapping. Your semantic address is JSON’s semantic ID.




You deserve a J.A.R.V.I.S. for your business — Just a Rather Very Intelligent System that gets better through natural conversation. Starling AI Systems makes that possible.
The Dewey Decimal System for business.
Conversation becomes configuration.
Universal to Smart Orgs.
Intelligence Emerges.

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