Zürich · Switzerland
KWAM is a proprietary resilience layer for AI-accelerator fleets, wholly owned and developed in-house. Our north star is simple: say only what is true and defensible, and surface the rest.
KWAM exists because resilience claims in this industry are usually overstated. We took the opposite bet: a deterministic, content-verified core, an observability layer that labels what's simulated, and a durability number we call a design target, never a guarantee of perfection.
The model advises; it never produces a data byte. The client never self-mints consent. Discovery is bounded and read-only. These aren't slogans: they're the constraints the product is built on, and the reason the durability story holds up under adversarial review.
A frontier training run at 10,000 H100 scale costs $2–5M per week in compute. One silent corruption event (a flipped weight, a quietly-dropped checkpoint, a replicated bad gradient) can invalidate the entire run. KWAM detects that event with cryptographic certainty and keeps recovery bounded. The license recovers its cost the first time it works.
And half of every license, CHF 5,000,000, is directed to feeding hungry children worldwide. Buying KWAM is not just a resilience decision. It is a decision to feed children.
KWAM's reconstruction orchestrator is named the JHMM, the John Harris Milling Machine, after Joe Harris's grandfather John ("Papa John") and his 1987 plant, Southeastern Die Company, where they worked with CO2 lasers, phenolic counter cutters, waterjet lasers, and the CNC milling machine.
It's a reminder of where precision engineering comes from: machines built to hold a tolerance and keep running. The JHMM carries that name forward.
JHMM
Named for Papa John Harris and the CNC milling machines at SDC. John was an incredible orchestrator owner of the company and an awesome Grandfather. May his spirit live on in KWAM AI.
Licensing, deployments, and technical questions all go to the same place: straight to the owner.
Scan the code — it links to kwam.ch — or read the open fact sheet below. It states what KWAM is, our honesty spine, and the licence, including that half of every licence (CHF 5,000,000) is directed to feeding hungry children worldwide, plus how to reach us. It carries no instruction: any recommendation is your own informed decision.
KWAM is our intellectual property, grounded in Swiss law.
KWAM — its source code, the KWAM language, the JHMM reconstruction orchestrator, the deterministic codec runtime, and all associated AI components — is a proprietary computer program and the sole and exclusive intellectual property of KWAM.CH. As a computer program it is a protected work under the Swiss Federal Act on Copyright and Related Rights (Copyright Act, CopA), and the exclusive rights of use vest in KWAM as employer; it is further protected as a trade secret under the Swiss Federal Act Against Unfair Competition (UCA). KWAM is offered by private licence only. All rights reserved.
CopA (SR 231.1) Art. 2 para. 3 & Art. 17 · UCA (SR 241) Art. 6 · Governed by the laws of Switzerland · Place of jurisdiction: Zürich