
AI-Powered Document Review for Your Largest Matters
At Lighthouse, efficiency isn’t just about going faster. It’s about increasing speed and increasing confidence. IQ Review uses AI to accelerate your doc review, identifying your responsive set faster and more accurately than alternatives.
IQ Review Drives Real Results
Documents Analyzed by AI
Documents Analyzed by AI per Day in a Single Matter

Accepted by the FTC and DOJ
The Power of AI
Increase document review speed and accuracy using AI. AI from Lighthouse gives you the scale today’s data volumes require without exponentially increasing cost. And smaller, more precise productions reduce the risk of inadvertent disclosure.
IQ Review Results on Real Matters
Fewer Documents Produced Compared to Other Solutions
Documents Reviewed in 11 Weeks (76% Recall at 79% Precision)
Savings from 94% Review Reduction (85% Recall and Precision)
Bring responsive review efforts down to size using sophisticated language analysis. IQ Review uses AI models to predict the responsiveness of a document with more accuracy than traditional TAR.
IQ Review supports a broad set of responsive analysis workflows. Whether your priority is speed, accuracy, or cost, our team will tailor one of our proven workflows for your needs.
Familiar workflows such as TAR 1.0 and TAR 2.0 / CAL can be used, maintaining the familiarity of TAR while upgrading the algorithm for better, faster results. For more flexibility and customization, our teams can deploy AI-specific workflows and linguistic models that further tune responsive designations while maintaining defensibility.
AI for Every Step of Review
Free your team from the grind. Focus on what matters.
Let AI handle the heavy lifting so your team can focus on high-value work. IQ Review gives legal teams a head start and stronger control over document review.
PII/PHI Identification
Stay compliant and avoid costly errors with fast and accurate identification and redaction of personally identifiable information (PII) and personal health information (PHI).
Sensitive Data Identification
Our custom AI classifiers reduce the risk of inadvertent production of vital intellectual property (IP) and uncover hidden communication risks.
Image Analysis
Images and non-native documents are analyzed with AI, making them searchable and actionable.
Using IQ Review proved to be a 10x improvement in precision compared to other analytics tools.
— CJ Mahoney, Counsel and Global Head of eDiscovery and Litigation Technology, Cleary Gottlieb
Scaling Review with AI for FTC Compliance
Facing aggressive timelines, massive data volumes, and evolving agency scope, a large enterprise client turned to LighthouseIQ to meet their obligations.

Related Insights
Case Study
Turning 11M Docs Into a Cross-Matter Intelligence System with LighthouseIQ
FAQs
At Lighthouse, we use both predictive and generative LLMs depending on the need. Our AI & Analytics consultants can help determine which model is the best to analyze for responsiveness for your matter.
It’s not necessary to do an overhaul to reap the benefits of using LLMs for the identification of responsive documents. Many clients begin by simply replacing older TAR algorithms in their cutoff of active learning workflows with IQ Review.
LLMs enhance review for responsiveness by understanding context, interpreting complex language, and adapting more flexibly than traditional machine learning. They can analyze nuanced meanings across multiple languages and document types with greater sophistication.
Request a Demo of IQ Review
Talk with a Lighthouse expert to explore how early intelligence and proven workflows can support your matters.