Ivo's contract agent hits 91% on Legal Agent Benchmark via River AI post-training

ibab · x · 2026-10-02

At its first user conference Inscribe, Ivo announced three developments: Ivo Collaborate (end-to-end contract workflow with AI reading, guardrails, and risk routing), the Ivo-Micro1 Contract Bench (a benchmark measuring whether AI edits to contracts are actually effective), and Ivo Sage, an open-source model post-trained with River AI that jumped from 70% to 91% on the Legal Agent Benchmark at lower cost than competitors.

River AI offers an RL and post-training stack via API, helping teams improve open-weight models' reasoning and tool use, with deployment on River Cloud or customer-owned GPUs.

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