Pick a domain. Ask anything. Watch the AI cite the memory nodes it just read — by name, by address. Sample builds are fully canned; Starling AIX is our live Org Brain.
Ask Starling about itself — and four sample businesses. Watch the Org Brain cite the memory nodes it just read.
Same model. Same prompt. Different architecture. The AI reads your domain's canon by semantic address and composes a grounded answer — citing exactly what it read.
When you pick a domain, that organization's memory nodes load into the working session — values, position, products, customers, all by permanent address.
Your question routes through Starling. Instead of searching, it reads the governing nodes directly — MA20 is always competitive position, never anything else.
The response embeds the memory addresses inline. You can audit what the AI read — no hallucination, no untraceable source, no proprietary index you can't inspect.
A real question, asked twice. Same model. Once with a system prompt and good intentions. Once with a governed Org Brain.
The first answer is plausible. The second is accountable.
The first time Starling cited a node by address, our whole AI strategy clicked.
You've seen the architecture. Here's the ladder from this page to a working Org Brain for your business.
Mach 1 Business — the architecture brief. The UCA standard as a working appendix. Load the PDF into Claude and summon Starling on your own.
Cohort 1 with Chris Kincade. You walk out with a presented Org Brain, the System Librarian credential, and 10–15 peer operators.
We build your Org Brain. You own it. Phase 1 deployment on Claude Enterprise with recorded leadership sessions. $5K MVI Pilot available.
30 minutes. We sketch a draft Org Brain for your business from public materials, load it into a Claude Project, and let you test it live. If the architecture lands, we talk next steps.