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
Research Director for Privacy and Legal Technology, IDC
View Ryan's profile on LinkedInPractical 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:
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:
“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
CEO, eDiscovery AI
View Jim's profile on LinkedInTechnology 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
EVP of Legal Data Intelligence, HaystackID
View Esther's profile on LinkedInAvailability 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.

Platform Support
Relativity Server and SaaS.

Deployment
Rapid implementation into existing workflows.

Availability
Live and in use now.
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.