AI & Analytics
Find what matters. Review less. Understand more.
Lighthouse combines AI, advanced analytics, and deep legal data expertise to help teams understand data earlier, reduce manual review, protect sensitive information, and turn evidence into insight.
AI & Analytics Helps
Apply the right mix of AI, analytics, and expertise at the moments that matter most in litigation and investigations.
Understand the Data Early
Assess a new matter or investigation quickly. Surface important content, people, themes, and risk before committing to a full downstream workflow.
Investigate and Find Facts
Interrogate large data sets, identify relationships and relevant evidence, and get to the facts faster.
Prepare for Critical Legal Moments
Turn matter evidence into usable intelligence for interviews, depositions, witness preparation, and case strategy.
AI & Analytics Capabilities
Use proven analytics and purpose-built AI to reduce effort, manage risk, and understand evidence across the life of a matter.
Review Acceleration & AI-Assisted Review
Reduce the volume and burden of review while improving speed, consistency, and visibility into the documents that matter.
- Technology-assisted review and relevance prioritization
- AI-assisted responsiveness analysis
- Email threading and duplicate analysis
- Document classification and summarization
- Work-product reuse and coding propagation
- Review quality control and validation
Lighthouse applies the right combination of analytics, AI, and review expertise based on the matter, the data, and the decisions counsel needs to make.
Privilege & Sensitive Information
Find and protect information that carries legal, privacy, or business risk before it is missed, mishandled, or produced.
- Privilege detection and analysis
- Privilege log support and automation
- PII and PHI identification
- IP, trade secret, and proprietary information detection
- Source code identification
- Sensitive or concerning communications
- Redaction support and decision propagation
Purpose-built detection and analysis help teams focus human attention on the content that needs the most scrutiny.
Matter Intelligence & Case Analysis
Move beyond reviewing documents to understanding the matter. Use AI to find facts, connect evidence, and turn large document populations into usable legal intelligence.
- AI-powered question answering across matter data
- Fact finding and evidence synthesis
- Theme and issue identification
- People, entity, and relationship analysis
- Key document identification
- Case analysis and strategy support
- Interview and deposition preparation
- Investigation support
Ask better questions of the evidence and get grounded answers that help teams decide where to look next and what to do with what they find.
Specialized Analysis for Difficult Data
AI can also help teams make sense of content that traditional review workflows struggle to analyze. Lighthouse image analysis can caption, group, and contextualize large image populations so counsel can prioritize what requires manual review.
AI & Analytics Services
Start with the problem, not the technology.
The best approach depends on the matter, the data, the legal task, and the level of confidence required. Lighthouse experts help clients determine where AI and analytics can add value, choose the right approach, validate it, and put it into practice.
Identify where AI or analytics can improve speed, cost, consistency, or insight, and where a different approach makes more sense.
Select the right workflow and technology for the task, combining Lighthouse capabilities with leading legal platforms when appropriate.
Test results, benchmark quality, involve counsel at the right points, and establish confidence before scaling.
Integrate outputs into the legal workflow so teams can act on the results without unnecessary handoffs or disruption.
Refine the approach as the matter evolves and new information, issues, or requirements emerge.
Tailored AI & Analytics
When a standard workflow does not fit, Lighthouse can tailor AI and analytics around the specific needs of a matter or investigation. Our experts can configure matter-specific workflows, detection approaches, prompts, and validation methods without forcing the problem into a predefined product.
Powered by LighthouseIQ
LighthouseIQ brings purpose-built AI applications into the legal workflow. The apps extend the broader AI & Analytics services Lighthouse delivers and give legal teams direct ways to work with evidence, review documents, manage privilege, and build case intelligence.
Ask questions of matter data and get grounded answers linked back to the evidence.
Organize facts, themes, timelines, and evidence to support case preparation and strategy
Identify, analyze, and manage privileged information with greater speed and consistency.
Accelerate review and document classification with AI purpose-built for legal workflows.
AI & Analytics in Action
Review Acceleration & AI-Assisted Review
6x Faster Time to Results
IQ Answers delivered results 6 times faster than manual review, reducing 3 days of traditional keyword research work to half a day.
Privilege & Sensitive Information
$5.9M in Priv Review Savings
Using IQ Priv, 45% of privilege documents were immediately removed with AI.
A Track Record of Applying Intelligence to Legal Data
Lighthouse has spent years applying analytics, machine learning, and AI to the realities of litigation and investigations. That experience matters because the technology changes quickly, but the need to apply it accurately, defensibly, and in the right workflow does not.
Documents Analyzed with LighthouseIQ
Documents Analyzed by LighthouseIQ in a Single Day on One Matter
Accepted by the FTC and DOJ
A Principled Approach to AI
Legal teams need more than impressive outputs. They need confidence in how AI is applied, how results are tested, and how client data is protected. Lighthouse builds validation, security, transparency, and fit-for-purpose use into the way we deploy AI for legal work.
FAQs
Do I need to use LighthouseIQ to work with Lighthouse AI & Analytics?
No. Lighthouse AI & Analytics is broader than LighthouseIQ. Depending on the problem, we may use LighthouseIQ, advanced analytics, leading legal platforms, or a combination of technologies and expert-led workflows.
Can Lighthouse work within our existing review environment?
Yes. We design AI and analytics workflows around the needs of the matter and the technology environment already in use. Our goal is to reduce friction, not create unnecessary handoffs.
How do you determine which AI or analytics approach to use?
We start with the legal task, the data, the decisions counsel needs to make, and the level of confidence required. Lighthouse experts then select and design the approach that best fits the problem.
How do you test and validate AI results?
Validation depends on the workflow. Lighthouse uses fit-for-purpose testing, sampling, benchmarking, and counsel review to measure quality and establish confidence before results are relied on at scale.
Can you tailor an approach to a specific matter or investigation?
Yes. When a standard workflow does not fit, Lighthouse can configure matter-specific AI and analytics approaches, including custom detection, classification, prompt design, and validation workflows.
How does Lighthouse protect client data when using AI?
Lighthouse applies enterprise security and privacy controls to AI workflows and does not use client data to train shared models. See our Principled AI Approach and security resources for additional detail.
Get in Touch
Whether you need to reduce review, protect sensitive information, investigate a complex data set, or get to the facts faster, Lighthouse can help you apply the right combination of technology and expertise.
