SharkNinja contract review with Ivo
Ivo AI reviews ~7,000 contracts/year against SharkNinja playbooks (reported by Ivo)
This page collects 3 real-world use cases of AI agents for legal ops. 3 are verified by a production case study or reproducible demo; none are unverified reports or concepts, and they are labeled as such. The most common autonomy level here is Level 1 (Assistive): drafts/suggests; a human does every action. Industries covered include Software & Technology and Retail & E-commerce. Vendors and tools mentioned include Ivo, Harvey and Aline. Each entry lists the workflow, tools, human-in-the-loop points and risks, and shows outcomes only when a source reports them, with a link to that source.
Ivo AI reviews ~7,000 contracts/year against SharkNinja playbooks (reported by Ivo)
SUSE legal uses Harvey for contract review, legal advice drafting and diligence.
Yelp legal uses Aline to review M&A NDAs and contracts.