When faced with an expansive FTC request covering more than 750,000 records, including emails and Slack messages, a leading tech company turned to Lighthouse to manage the challenge. Through nine negotiation rounds, the population was reduced by 80% to 158,000 documents. AI tools boosted review speed from 10 to up to 60 documents per hour, while classifiers ensured accurate issue coding under regulator scrutiny. Lighthouse identified 310 key documents across six topics through rolling productions, built an AI privilege model reusable for future matters, and overcame technical hurdles such as Slack transcript ingestion. The result was confident, defensible production with major time and cost savings.

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