Facing aggressive timelines, massive data volumes, and evolving agency scope, a large enterprise client turned to Lighthouse for managed services scaled with AI.
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Contract Review Hours
Documents
The client faced a high-stakes Hart Scott Rodino (HSR) Second Request with tight compliance deadlines under FTC oversight:
The ROI of AI: AI-powered analysis meant that only 2,500 contract review hours were needed for a corpus of 7.5M documents.
The team implemented both IQ Review and IQ Priv, combining AI analysis with disciplined managed review execution. Key elements included:
Two separate AI models were trained to address differing responsiveness criteria across custodial groups, ensuring precision without sacrificing defensibility.
Lighthouse successfully processed 7.5M total documents across both collections. Because our AI models remain largely stable even with new documents, analysis of the second phase of collection was able to start immediately.
LighthouseIQ-powered analysis meant that only 2,500 total contract review hours were needed. Using AI insights, our contract review attorneys maintained high review velocity across responsiveness, privilege, and PII review streams.
The approach delivered FTC-ready defensibility under close regulatory scrutiny while enabling rapid adaptation to an evolving regulatory scope. Through expert coordination across legal, technical, and review teams, the engagement delivered predictable, consistent performance even under compressed timelines and shifting requirements.
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