Strategic Case Intelligence from Day One

GenAI-Powered Matter Intelligence Engine for Legal and Investigative Teams

In today’s high-stakes legal and investigative environments, speed, precision, and defensibility are non-negotiable. Yet legal teams are often overwhelmed by exploding data volumes, compressed timelines, and intensifying regulatory pressures.

Core Intelligence AI Case Insight™—a generative AI-powered (GenAI) matter intelligence engine from HaystackID, delivered in partnership with eDiscovery AI—redefines how professionals gain visibility into electronically stored information (ESI). It empowers legal and investigative teams to move from data overload to actionable clarity in days, not weeks.

By uniting advanced GenAI with expert legal oversight, Case Insight delivers more than traditional early case assessment. It dynamically surfaces key facts, maps relationships, flags unknown risks, and contextualizes findings to support faster and more strategic legal decisions—all while significantly reducing manual effort and cost.

With a foundation rooted in practical functionality and advanced contextual analysis, Case Insight offers a robust suite of capabilities that elevate every phase of the discovery and investigation process.

Key Features

Smarter Legal Intelligence Through GenAI

Built on advanced GenAI, Case Insight offers an innovative suite of capabilities that go far beyond traditional eDiscovery tools. Each feature is crafted to optimize efficiency, enhance precision, and uncover meaningful context in massive volumes of legal data—ensuring no important detail goes overlooked.

  • AI-Powered Contextual Analysis
    Maps relationships, uncovers themes, and detects hidden patterns beyond document responsiveness.
  • Summarization and Contextual Memos
    Produces automated memos highlighting key facts, issues, risks, and document citations.
  • Automatic Issue-Based Categorization
    Classifies documents by legal issues at ingestion, not just keywords.
  • Dynamic Keyword Generation
    Extracts relevant search terms organically from the dataset.
  • 90%+ Recall for Relevant Materials
    Ensures fewer missed documents and improves case defensibility.
  • Real-Time Triage and Prioritization
    Prioritizes custodians, documents, and data sources with early insight.
  • Seamless Workflow Integration
    Supports Relativity Server and SaaS environments for rapid deployment.

“The adoption of AI within the legal industry is rapidly accelerating, and innovative solutions like Core Intelligence AI Case Insight demonstrate the power of generative AI in driving strategic decision-making and optimizing legal workflows. By incorporating advanced AI-driven intelligence into case analysis, legal teams can enhance efficiency, reduce costs, and improve defensibility—critical advantages in today’s evolving regulatory and litigation environment.”

Ryan O’Leary

Ryan O’Leary

Research Director for Privacy and Legal Technology, IDC

View Ryan's profile on LinkedIn

Practical Applications

Driving Efficiency Across Legal Workflows

Case Insight seamlessly integrates into the legal technology ecosystem, supporting a wide range of legal, investigative, and compliance applications. Whether accelerating early case assessments or refining deposition prep, the platform transforms data challenges into strategic opportunities. Practical applications include:

Early Case Assessment (ECA)

Identify risks, strengths, and weaknesses immediately.

Custodian and Data Source Prioritization

Isolate hot documents and guide discovery strategy.

Data Subject Access Requests (DSARs)

Rapidly identify and classify PII or sensitive data.

Deposition and Trial Preparation

Create concise, curated review sets for witness prep.

Investigation Acceleration

Detect patterns, anomalies, and red flags in large datasets.

Received Production Review

Pinpoint under-produced or contradictory opposing materials.

Document Review Set Identification

Focus manual review on only the most relevant items.

Real-World Benefits

Quantifiable Impact for Legal Teams

HaystackID’s Case Insight delivers more than technical innovation—it drives measurable improvements in time savings, cost control, risk mitigation, and strategic planning. These real-world benefits empower organizations to better manage discovery obligations and litigation risks. Real-world benefits include:

Time Savings

Tasks that once required weeks can now be completed in days.

Cost Reduction

Minimizes manual review volume and attorney hours.

Risk Mitigation

High recall reduces the chances of missed or privileged documents.

Strategic Readiness

Enables proactive, data-driven litigation and investigative strategy.

Scalability

Effective on datasets ranging from thousands to millions of documents.

“Core Intelligence AI Case Insight goes beyond data analysis—it interprets context, identifies hidden relationships, and delivers intelligence that allows legal teams to take decisive action with confidence.”

Jim Sullivan

Jim Sullivan

Technology Highlights

Next-Generation GenAI with Expert Oversight

At the core of Case Insight lies a powerful fusion of GenAI and legal expertise. The platform’s advanced language models dynamically interpret data, surfacing context-aware insights without extensive training or manual tuning—ensuring precision, agility, and scale. With these capabilities, Case Insight adapts to a wide range of matter types and excels at performing across common, high-stakes legal scenarios.

  • Minimal prompt iteration
    just one coherent case description is needed.
  • Real-time
    document summarization and issue recognition.
  • 90%+ recall rates
    validated in high-volume data scenarios.
  • Adapts dynamically
    to case narratives and new data types.

Example Use Cases

Purpose-Built for High-Value Legal Scenarios

From compliance workflows to complex litigation, Case Insight supports a diverse range of real-world applications. The platform’s versatility allows legal professionals to deploy it across various matter types, tailoring workflows to fit evolving challenges. Use cases include:

Regulatory Response

Accelerate DSARs and production analysis with automated categorization.

Litigation Strategy

Identify critical documents before review begins.

Internal Investigations

Surface suspicious communications or data anomalies quickly.

Deposition Prep

Curate must-review materials for witness interviews.

Privileged Review

Accurately identify privileged content using context-aware GenAI.

“Core Intelligence AI Case Insight is not just another AI-powered tool—it is a strategic intelligence engine designed to empower legal teams from the outset of a case.”

Esther Birnbaum

Esther Birnbaum

EVP of Legal Data Intelligence, HaystackID

View Esther's profile on LinkedIn

Availability and Deployment

Flexible, Integrated, and Ready to Use

Case Insight is designed for ease of adoption and seamless integration. Compatible with both Relativity Server and SaaS environments, it can be deployed immediately to enhance discovery, investigative, and compliance workflows at scale.

HaystackID’s Core Intelligence AI Case Insight empowers legal teams to turn complex data into strategic action from day one. By combining GenAI with expert oversight, it delivers faster insights, reduces risk, and supports smarter decisions across a range of legal scenarios. As data challenges grow, Case Insight provides a powerful, scalable solution for modern legal excellence.

About HaystackID

HaystackID specializes in solving complex data challenges related to legal, compliance, regulatory, and cyber events. Core offerings include Global Advisory, Data Discovery Intelligence, the HaystackID Core® Platform, and AI-enhanced Global Managed Review powered by ReviewRight®. Recognized globally by industry leaders like Chambers, Gartner, IDC, and Legaltech News, HaystackID prioritizes security, privacy, and integrity in its innovative solutions for leading companies and legal practices worldwide.

Learn More About HaystackID Core Intelligence AI Case Insight.

Request a discussion with a HaystackID eDiscovery expert to discover how Core Intelligence AI Case Insight can help solve complex data challenges related to legal, compliance, regulatory, and cyber events.

Michael

Michael Sarlo

Chief Innovation Officer and President Global Investigations & Cyber Incident Response Services

IAPP Member

Christopher

Christopher Wall

Data Protection Officer and Special Counsel, Global Privacy and Forensics, HaystackID

John

John Brewer

Chief Artificial Intelligence Officer and Chief Data Scientist

Adam

Adam Rubinger

Chief Client Experience Officer