Custom AI development, staff training, and ethical infrastructure for mutual aid networks, journalists, nonprofits, and the communities underserved by the corporate AI economy. Worker-owned. Values-first. Cameras up.
Most AI systems are built to extract from the communities they serve. They are opaque by design, governed by distant shareholders, optimised for engagement and profit over genuine care. The communities who need AI most are locked out of owning it.
We encode ethics directly into the infrastructure. VALUES.json is a runtime constraint layer — ethics that execute, beyond PR documents and fine-print disclaimers. Free for mission-aligned organisations; sliding scale otherwise. Owned by the workers and communities it serves.
The wager: AI is most useful when its operators trust it because they built it, not because they're told to. Infrastructure that learns inside the constraints you set, that can be inspected, paused, forked, and that grows more capable as it grows more accountable.
"The communities who need AI most shouldn't be the last ones to own it."
Self-evolving AI for mutual aid networks. Runtime constraints authored as VALUES.json. The breaks in continuity, mended with care, become the strongest parts.
Investigative intelligence for journalists. Hebrew for truth — the activating word of the Golem. Built to surface what is hidden and verify what is claimed.
Prosocial marketing engine. AI-powered. Ethics-enforced. Architecturally designed to block dark patterns, red-team tested.
Autonomous market intelligence. Verifiable. Explainable. For everyone. Priced at current Fable 5 API rates — see our open-source frontier alternatives for zero-cost deployment.
Research validation and adversarial red team. Nine-test battery.
Adversarial content filter. Poison detection for untrusted inputs.
"AI infrastructure built around your values — yours, and the communities you serve."
Our open-source tools are free to use. Our revenue comes from installation, integration, and maintenance — work that keeps the lights on for the cooperative. Free & open source. Installation & service based on scope.
