KFChow AI Lab is run by KFChow. The lab builds practical AI tools for professionals: private knowledge bases with chat and searchable interfaces, value tools that rank AI models by cost, and market-research instruments that keep facts and judgment on separate planes.
What is built
Private knowledge bases — chat-and-search knowledge bases delivered cloud-hosted or fully self-hosted, tuned to your budget and privacy requirements. Example vertical: ChickenRight.
The value router — an open-source router that resolves each AI turn to the cheapest model that is good enough, escalating only hard turns to premium.
QuantOrb & AdCho — market-research services: QuantOrb.pro for deterministic, formula-verified sector and money-flow math; AdCho.com for clearly labelled AI readings of the SEC record. No price targets, no invented savings numbers.
Repo Watch — GitHub repo watching that keeps knowledge bases current, in 19 locales.
ESG Watch — automated regulatory monitoring for ESG compliance work.
How claims stay verifiable
Every performance claim on this site traces to public artifacts: the leaderboard's models.json data and methodology, the router's source code, and QuantOrb's deterministic formulas with a full back-test record. The lab does not publish invented savings numbers; where a figure is a judgment call, it is labelled as one.