Irys

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Below is a walkthrough of Irys, the legal AI platform that we’ve been building. Use Irys to get all your legal work done for free here (irys.ai). The core thread running through the whole stream was trust — why legal AI adoption keeps stalling despite improving accuracy, what it actually takes to build AI that lawyers will put their name behind, and how the architecture we chose for Irys (stateful swarms, reasoning transparency, persistent memory) addresses the specific failure modes that have made every incumbent feel unreliable to practicing attorneys.