tanyan.ai
坦言
About tanyan.ai

A name that is also a promise

坦言 — tǎnyán — means to speak frankly. A specialist you can hand real work to has to do exactly that: say what it did, say what it is unsure of, and never pretend a half-finished job is done.

SAY ITTAHN-yahn· from 坦言, to speak frankly

How we work

Experienced people directing an AI engineering crew

We build tanyan.ai the way we believe small businesses will work next. People set direction, own decisions and review the work; an AI engineering crew does the building, testing and checking — every day, under the same guardrails we ship.

PEOPLE
Architecture & direction

Sets the design, the rules and the standard of done. Owns every decision.

PEOPLE
Domain partners

Accountants and operators who teach each specialist their trade and judge its results.

AI ENGINEERING CREW
Engineering

Write and revise the code to the architect’s plans and standards.

AI ENGINEERING CREW
Review & testing

Audit every change line by line and test it before it ships.

Founder

Rick Koo

[Photo — optional]

Four decades of building systems — from punch cards and batch jobs to platform teams behind one of the world’s largest guest-experience operations. Across every decade, the same problem in a different costume: how do you bring order and predictability to a system that would otherwise be chaotic?

AI agents are the hardest version of that problem yet, because the parts themselves are unpredictable. tanyan.ai is the answer, built for the businesses that need it most and are served least.

[Rick to confirm visibility level and final wording]

Writing

The thinking behind it

A three-part series, published on LinkedIn. Each opens in a new tab.

The Production Gap in Cooperative AI Agent Systems Paper 1 · May 2026 · LinkedIn ↗ A Prescribed Execution Model for Cooperative Non-Deterministic Agent Systems Paper 2 · June 2026 · LinkedIn ↗ Governed Execution: When the Model Is Wrong — A Practical Guide to Holding the Line Paper 3 · June 2026 · LinkedIn ↗

Talk to us

If you run or serve small businesses and want a specialist working on a real outcome, tell us a little about it. A person reads every message.

We use what you send only to reply to you.

Architects and technical partners: a deeper technical briefing is available under NDA — choose “Technical briefing (NDA)” above. Interested in working together? See Partners.