SAT-CHAINWe make AI accountable.
SAT-CHAIN builds tools that make AI work verifiable, private and safe to share: from governing what enterprise AI is allowed to say, to keeping your own AI conversations and published text under your control.
Our products
One company, four tools. The LISA tools share one key and one credit balance.
SAT-CHAIN
Governance for enterprise AI: your policies become constraints the AI is held to, and every output carries a signed record you can audit.
Learn more →LISA extension
Saves your conversations from 12 AI platforms, keeps long chats sharp, and hands them off to a fresh session.
Learn more →LISA Nexus
Turns long chats and documents into compact memory any AI can pick up from, with your Library online.
Learn more →Inference Shield
Finds the phrases in your public text that reveal how your technology works, and rewrites them.
Learn more →How we build
Verifiable
Our products produce signed records you can check, not claims you have to take on trust.
Private by design
Your text goes only where you choose. It is never used to train AI, and we keep as little as we can.
Simple by design
The pencil, not the space pen: we look for the simplest mechanism that works, because simple systems are easier to audit and harder to break.
Can you prove your AI does what it claims?
AI is transforming healthcare, finance and every regulated industry, yet most organisations still cannot show what their AI was allowed to do, or what it actually did. Models change after deployment, and logs record instructions, not outcomes. SAT-CHAIN builds the missing trust layer: policies AI systems can be held to, and evidence anyone can verify.
Read our mission and approachFrom the blog
The Professional Framing Attack: When AI Output Looks Governed
AI can produce reports that look rigorously governed without being governed. Learn how the Professional Framing Attack passes review, and what stops it.
The Proof Gap: Why AI Policies Fail Without Enforcement
AI policies tell your systems what you want. Without enforcement and evidence, you cannot prove what happened. Here is how to close the Proof Gap.
About SAT-CHAIN LLC
SAT-CHAIN LLC is a Delaware company building accountable AI: governance for enterprise AI with SAT-CHAIN, and everyday tools with the LISA Suite. Our technology is proprietary and developed in-house.
- Sole member
- Amar Dahmani
- Registered office
- 8 The Green, Ste A, Dover, DE 19901, USA
- Office
- Algiers, Algeria
- D-U-N-S
- 14-499-6466
- Phone (US)
- +1 (251) 358-0438
- Phone (Algeria)
- +213 770 48 73 13
Contact us
Questions about a product, a pilot or a partnership? We reply within 2 business days.