Lighthouse AI for Sensitive Data
Reduce the Risk of Inadvertent Sensitive Information Production
Get the speed and confidence you need when responding to large litigations, investigations, and regulatory and data privacy responses. Early and accurate detection of sensitive company information in a streamlined and targeted review workflow mitigates the risk of inadvertent production of mission-critical data.
AI-Powered Predictive Analytics
Today's documents aren't just multiplying—they're becoming more complex, making it harder to find sensitive information. Conventional term-based searching can easily miss sensitive data, such as when it is embedded into documents or shared via email. Any missed snippet is subject to production to the opposing party without adequate redaction or protective order, creating exposure.
Lighthouse AI is designed to quickly identify sensitive content in datasets of any size, helping prevent inadvertent exposure and regulatory risk. Lighthouse AI results help review teams streamline downstream review and enhance redaction processes for greater efficiency and compliance.
Protect Vital Intellectual Property (IP)
At the heart of a company is information that makes it unique and creates value –trade secrets, formulas, processes, and source code. This type of information must be closely safeguarded to prevent inadvertent disclosure to competitors.
Uncover Hidden Communication Risks
Toxic communication can be damaging to those involved, hurt company reputation, or negatively affect case outcomes. Finding these messages can support an investigation or be used as a precaution before producing documents.
Comply with Privacy Regulations
The protection of personally identifiable information (PII) and personal health information (PHI) is often required, and regulations covering the transmission and production of PII/PHI are only increasing.
Tech Company Avoids Sharing Source Code with Opposing Counsel Using AI
A multinational technology company protected source code before producing documents to opposing counsel.
The company feared that their typical workflow—search and metadata analysis followed by 1L review—was insufficient and looked to Lighthouse for an alternative.
We ran an AI source code classifier on the entire 100K document set and passed the results on to a team of 2L reviewers who confirmed the presence of additional source code.
Get in touch to learn more about sensitive data identification
Reach out to learn more about how Lighthouse helps legal teams in tech
Sensitive Data Identification Offered by Lighthouse
Corporate Risk & IP
Lighthouse corporate risk and IP classifiers—including trade secrets, confidential, and corporate corruption—are tailored to your unique company and matter so your documents can be produced with the appropriate protective orders.
Toxic Communication
Harmful or poisonous language can be damaging to those involved and even negatively affect case outcomes if produced. Protect your company’s reputation and identify potential issues that could come up in your case. Our AI model flags potentially toxic snippets for review.
Source Code
Producing source code without appropriate protections could result in your digital IP becoming visible to competitors or even the public. Our AI model is built for the way people communicate about source code today, finding more potential source code than traditional review methods.
Custom Data
Lighthouse can create custom AI classifiers for company data that can be otherwise hard to analyze at scale using conventional methods such as proprietary file types, specialized business processes, or other unique company data.
PII / PHI
Stay compliant and avoid costly errors with fast and accurate identification and redaction of PII/PHI.
What Our Pharma Clients Are Saying
[Working with Lighthouse], we built a model that is finding over 90% of the sensitive health information in the set with about 90% accuracy with almost no additional coding work.
— Am Law 200 Counsel
Ideal for Regulated, Innovative Industries
For businesses regularly producing invaluable IP, handling consumer data, or retaining patient records, being equipped with precise information about sensitive data makes all the difference in assessing risk and forming more comprehensive regulatory responses. Lighthouse helps hundreds of Fortune 500 companies, across several major industries, do just that. Learn more:
Case Studies
Global Law Firm Cuts 3M Documents to 440K, Achieving HSR Second Request Compliance in 11 Weeks
FAQs
What is sensitive data identification?
Sensitive data identification encompasses the types of information that can open a company up to regulatory, IP infringement, or other risk. These can include: personal data like PII/PHI; company information like IP, trade secrets, confidential; and toxic communication.
What is the process of creating a novel classifier for confidential, trade secret, or IP?
Our linguists and data scientists will work with you to choose and train a large language model (LLM) that is best suited for your data.
Can I use my sensitive data models on more than one matter?
Yes, Lighthouse AI models can be used on multiple eDiscovery matters. In some cases, the same model can be used right away. In others, our team will adjust the model to best fit the matter at hand.
Get in Touch
Ready to see how Lighthouse can help you reduce risk and power eDiscovery efficiency? Fill out the form to connect with our team.
