Ketrone autonomous legal agent: email triage, contract redlining, research + counter-arg prep

Posted by – January 3, 2026
Category: Exclusive videos

Ketrone is a Dubai-based legal AI platform aiming to cover an end-to-end workflow for lawyers and in-house legal teams, from drafting and redrafting contracts to building litigation, evidence, and case strategy. The framing is that legal work is becoming more AI-assisted: software can handle search, synthesis, and first-pass drafting so humans spend time on judgment, negotiation posture, and risk calls. https://www.ketrone.io


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A key angle is “global-minded” practice: lawyers licensed in one jurisdiction but working across borders can draft in multiple languages and rapidly orient to unfamiliar legal domains. Instead of treating law as a single-country knowledge base, Ketrone positions it as a multi-jurisdiction workspace where you can move between drafting, research, and strategy without constantly re-entering context, which is where many tools lose time and accuracy.

On the product side, the demo emphasizes structured legal retrieval: searchable laws and regulations (shown with coverage for France, Germany, Saudi Arabia, South Korea, and the UAE, with the UK mentioned as coming soon), plus country-specific case law modules and targeted web search. A distinctive feature described is private “vault” search that queries your own internal database so prior advice, clauses, and matter documents become queryable as a fast internal knowledge layer for scale.

For high-volume review, “smart tables” convert unstructured documents into extracted fields and comparable rows—useful for due diligence, procurement, HR templates, or discovery—so teams can review thousands of documents while keeping outputs auditable and easy to verify. The transcript suggests uploads on the order of 10,000 documents and multi-field data extraction, turning review from page-by-page reading into structured analysis you can filter and compare at speed.

The roadmap moves from an on-demand assistant to an agentic model: an autonomous agent working in the background that monitors changes in the environment and pre-processes inbox, research, and draft iterations before Monday morning. The goal is a shift from a to-do list to a review queue: prepared drafts, counter-arguments, and research packets that a lawyer can validate. The interview was filmed at Web Summit Lisbon 2025, where the team also discussed fundraising and partnership outreach as they build toward that agentic approach proof.

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