New exhaustive search capability delivers thorough insights across entire document databases with transparent reasoning and citation support

[NEW YORK, NY – June 25, 2025] – Fileread today announced Deep Search, a major product update that transforms how organizations discover and analyze information across their document repositories. This advanced capability delivers exhaustive precision search with unprecedented transparency and insight generation.

Advanced Four-Engine Architecture

Deep Search introduces four core innovations that redefine document intelligence:

Precision Search (Exhaustive) systematically identifies every relevant instance across entire document sets with pinpoint accuracy.

Comprehensive Search simultaneously leverages metadata, keyword, and semantic search for thorough results. 

Continuous Context maintains conversation history and preserves research paths, building progressively on previous queries. 

Transparent Reasoning provides visibility into search methodology with self-correcting logic, allowing users to view exactly how the system reaches conclusions.

Beyond search, Deep Search generates actionable insights based on user-defined goals, supported by comprehensive citations. An intuitive toggle allows seamless switching between Deep Search and the familiar and well-utilized Q&A Agent.

What This Means

For litigation teams, Deep Search transforms document review and discovery by providing thorough searches across entire document universes. Legal professionals can conduct comprehensive searches, including across metadata, with complete confidence that every relevant document has been identified, while transparent reasoning ensures defensible search methodologies. Citation support and continuous context enable stronger case-building through detailed research trails throughout lengthy litigation processes.

Market Impact

“Deep Search gives our users another powerful tool alongside our Q&A agent,” said Chan Koh, CEO at Fileread. “When you need comprehensive research with full transparency, Deep Search shows you exactly how it searches and processes information. You can see the reasoning behind every result and know you’re getting exhaustive coverage across your entire document collection. It’s like having two specialized research assistants for different types of work.”

As companies deal with ever-growing document collections and tighter compliance demands, finding the right information quickly has become essential. Deep Search gives teams the confidence that they’ve found everything relevant, with clear explanations of how the system reached its conclusions.

Availability

Deep Search: Insight Agent is now available to all Fileread users with no additional setup required. The intuitive interface ensures immediate productivity gains while advanced capabilities scale to meet demanding enterprise requirements.

About Fileread: Fileread is a leading provider of document intelligence solutions, empowering organizations to unlock the full potential of their information assets.

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Justin Brownstone

VP of Growth

justin@fileread.com