SharkNinja Cuts Contract Feedback Time 67% and Foreign-Language Review Time 75% With AI Contract Review

SharkNinja deployed Large Language Models & Generative AI for Contract Review & Analysis in Corporate Legal & In-House. As reported by www.ivo.ai: 67% reduction contract feedback time.

Maintained by Peter Korpak, Lead EditorHow evidence is checked
67% reductionContract Feedback Time
75% reductionForeign-Language Contract Review Time
Improved from 3-4 days to within 24 hoursChina Contract Response Time

Source-reported figures — cited source: www.ivo.ai

SharkNinja
Metric Before After Impact
First-pass contract review turnaround 2-3 days ≤1 day 67-75% reduction
China contract response time 3-4 days ≤24 hours 75% reduction
Contract feedback time — 67% reduction 67% reduction
Foreign-language contract review time — 75% reduction 75% reduction

What SharkNinja was trying to fix

SharkNinja's legal team manages nearly 7,000 contracts a year, nearly double the volume from a few years earlier, as the global appliance maker launches 25+ new products annually across 38+ categories. The team lacked a formal clause library and needed a scalable way to keep pace without months of setup. Its global footprint also meant handling multilingual, cross-jurisdiction contracts that routinely required costly, slow outside counsel review, especially for China agreements.

What SharkNinja deployed

SharkNinja deployed Ivo, an AI contract review and drafting tool, as a simple Word plugin with no formal CLM integration and no pre-built clause libraries required. The legal team uses Ivo alongside its existing CLM to review third-party paper, summarize key terms, flag risks, suggest redlines, and localize contract templates for different jurisdictions. Ivo Assistant is also used for drafting, template improvement, and legal research.

Results

First-pass contract review turnaround dropped from two to three days to a day or less, and feedback time to internal contract requesters fell 67%. Foreign-language contract review time dropped 75%, and outside counsel sends for foreign-language contracts fell from one to two per week to one to two total, with China agreement response times improving from three to four days to within 24 hours. Non-attorney legal team members can now handle basic risk assessments, reducing escalations to attorneys.

Key Takeaways

  • Out-of-the-box AI review capability (risk flagging, redlining, summarization) without pre-built playbooks can deliver value before formal clause libraries exist.
  • Deploying via a lightweight plugin alongside an existing CLM, rather than a full system overhaul, sped adoption with no workflow disruption.
  • Teams evaluating contract-AI tools primarily for redlining often underestimate the added value of AI-assisted drafting and research capabilities.

Evidence for SharkNinja's Contract Review & Analysis deployment

Reported outcome metrics
3 cited below
Cited source
www.ivo.ai
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