Framework
The Democratization Mission
Devansh grew up watching legal inaccessibility cause real harm, civil cases in India carry a 10-year backlog; New York City tenants get bullied by landlords because they cannot afford to fight. His co-founder, a former Big Law attorney, had lived the inefficiency from the inside.
How it works
- 1Irys is free to sign up, the access barrier is the first problem to eliminate.
- 2Devansh open-sources parts of the stack, including latent space reasoning work he believes will define the next generation of AI reasoning models.
- 3The platform is positioned not just as a tool for firms, but as infrastructure for justice.
- 4Their shared conviction: there is no technical reason legal work has to take this long or cost this much.
Hear it on the podcast
Legal AI: Why Lawyers Are Finally Free to ThinkListen to the episodeMore from this episode
The Fragmentation ProblemMost legal AI today is what Devansh calls "a system prompt wearing a trench coat", a niche product wrapping a general-purpose model, charging per word or per page for the privilege. Small and mid-sized law firms end up stitching together 10 point solutions that share no context with each other. Irys attacks this from the foundation.The Three Categories of HallucinationDevansh breaks legal AI hallucinations into three categories. The third is the most dangerous, and the hardest to catch with traditional vector search.
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