[RFP and RFI Planning] Advancing Matter Intelligence with AI-Enabled CaseBot®

HaystackID Blog | June 3, 2026

Editor’s Note: As organizations evaluate AI-enabled legal technologies, the conversation is increasingly shifting from automation alone to how quickly teams can access reliable, defensible insights from growing volumes of matter data. Traditional search workflows often require users to build complex queries, review extensive result sets, and manually connect information across documents. Conversational AI tools are introducing a different approach by allowing users to interact directly with matter data using natural-language questions while maintaining visibility into the underlying evidence. The challenge, however, is ensuring that speed and accessibility do not come at the expense of transparency, governance, or defensibility. HaystackID® developed CaseBot® to help legal, compliance, and investigative teams bridge that gap by combining conversational intelligence with source-backed answers and matter-level controls. Learn how CaseBot is helping organizations transform matter data into actionable intelligence while supporting the rigorous standards required for discovery, investigations, and regulatory response.

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[RFP and RFI Planning] Advancing Matter Intelligence with AI-Enabled CaseBot®

As legal, compliance, and investigative teams evaluate AI-enabled workflows for 2026, the focus is shifting from finding information to understanding it faster.

CaseBot®, powered by HaystackID’s EDiscovery AI™ technology, transforms data into actionable intelligence without sacrificing defensibility.

CaseBot is HaystackID’s conversational intelligence layer for matter data. It allows legal, compliance, and investigation teams to ask plain-language questions across a matter and receive document-supported answers that can be verified directly from the underlying record. Rather than building complex searches, reviewing long result lists, or waiting for manual synthesis, CaseBot enables users to interact with the matter as if they were speaking with someone who had read every document.

With CaseBot, teams can:

• Ask natural-language questions across a matter without learning query syntax.
• Receive answers tied to specific source documents for verification and defensibility.
• Work directly within the Relativity workspace, with no separate environment or data movement required.
• Preserve inquiry history during a session and export results to CSV when needed.
•  Support fact development, timeline validation, deposition preparation, work-product drafting, issue analysis, and rapid matter onboarding.

CaseBot can be used alongside Case Insight™, HaystackID’s matter intelligence offering, or pointed at a dataset to begin directly from a question. In either workflow, CaseBot helps teams move from searching the record to conversing with it, while maintaining governance, matter-level controls, and source-backed transparency.

As you evaluate providers, platforms, and AI-enabled legal workflows for 2026, we welcome the opportunity to brief you on CaseBot and discuss how it may support your goals for more efficient, defensible, and intelligence-driven discovery and investigation management. Submit your RFI/RFP today. 

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About HaystackID® 

HaystackID® solves complex data challenges related to legal, compliance, regulatory, and cyber requirements. Core offerings include Global Advisory, Cybersecurity, Core Intelligence AI™, and ReviewRight® Global Managed Review, supported by its unified CoreFlex™ service interface and eDiscovery AI™ technology. Recognized globally by industry leaders, including Chambers, Gartner, IDC, and Legaltech News, HaystackID helps corporations and legal practices manage data gravity, where information demands action, and workflow gravity, where critical requirements demand coordinated expertise, delivering innovative solutions with a continual focus on security, privacy, and integrity. Learn more at HaystackID.com.

Assisted by GAI and LLM technologies. 

Source: HaystackID