DeepJudge

DeepJudge dossier

Overview

DeepJudge builds enterprise AI search and agentic workflows for law firms. It indexes a firm’s internal knowledge and makes it instantly searchable, then layers AI “Workflows” and multi‑step agents on top to help lawyers complete tasks with real data from their DMS, knowledge systems, and collaboration tools. The platform aims to fix the core problem in legal AI: answers are only as good as a firm’s retrieval. DeepJudge focuses on precision retrieval first, then uses LLMs with real‑time access to that indexed knowledge.

The company is led by CEO Paulina Grnarova and a founding team of ex‑Google researchers with PhDs from ETH Zurich. It is used by top firms and is growing quickly. Recent funding accelerated product and go‑to‑market, with reported strong adoption and revenue growth. The product suite includes Knowledge Search, Negotiation Intelligence, Multi‑Document Chat, and an AI Workflow builder, with governance built in. DeepJudge also announced a partnership with Thomson Reuters to bring its enterprise search into CoCounsel Legal.

AI agents in DeepJudge are framed as “AI Workflows.” They execute tasks across internal data with guardrails. The company emphasizes hybrid search, real‑time access to a firm’s sources, and traceable outputs. LawNext covered the launch of AI Workflows and the focus on connecting gen AI to enterprise search across a firm’s internal data. DeepJudge positions itself as LLM‑agnostic and centered on retrieval quality, transparency, and firm‑specific context.

Quick facts

Company: DeepJudge (https://www.deepjudge.ai)

What it does: Precision AI search for legal teams with agentic “AI Workflows” that run on a firm’s internal knowledge

Tagline: The Only AI Platform that Knows Everything Your Firm Knows (LinkedIn)

Headquarters: Zürich, Switzerland (LinkedIn)

Team size: ~60 employees, 13k+ followers on LinkedIn (LinkedIn)

Leadership: CEO Paulina Grnarova; founding team are ex‑Google researchers and ETH Zurich PhDs (site, LinkedIn)

Funding: Seed $10.7M led by Coatue (site news); Series A ~$41–42M led by Felicis with Coatue participating (site news, LinkedIn, press)

Site news: https://www.deepjudge.ai/news/future-of-legal-ai-is-here-it-lives-in-your-knowledge and https://www.deepjudge.ai/news/deepjudge-raises-10-7m-seed-round-led-by-coatue-and-announces-knowledge-assistant

Press examples: Pulse2: https://pulse2.com/deepjudge-41-2-million-series-a/ and Law.com: https://www.law.com/legaltechnews/2025/11/04/swiss-legal-tech-startup-deepjudge-closes-42m-in-series-a-funding/

Notable firms referenced: Freshfields and other leading firms in funding announcements (site news, press above)

Partnership: Thomson Reuters to bring DeepJudge enterprise search to CoCounsel Legal (TR press: https://www.thomsonreuters.com/en/press-releases/2025/october/deepjudge-partners-with-thomson-reuters-to-advance-the-next-generation-of-legal-ai)

Product modules: Knowledge Search, AI Workflows, Negotiation Intelligence, Multi‑Document Chat, low‑code workflow builder (site product/blog)

Product: https://www.deepjudge.ai/product

Blog overview of agents: https://www.deepjudge.ai/blog/building-ai-agents-informed-by-your-legal-processes

Media coverage of AI Workflows: LawNext: https://www.lawnext.com/2025/03/deepjudge-introduces-ai-workflows-connecting-gen-ai-to-enterprise-search-of-law-firms-internal-data.html

Pros from user sentiment

Connects directly to firm systems rather than asking lawyers to upload data. Good fit for large firms with sensitive content. Reddit: “connects directly to your firm’s database” https://www.reddit.com/r/legaltech/comments/1ku1gh8/harvey_ai_reviews_general_advice_for_a/

Strong search quality and precision. Users mention it as state‑of‑the‑art enterprise search for legal content. Examples:

r/LegaltechEurope sentiment on precision and scalability https://www.reddit.com/r/LegaltechEurope/comments/1lzj1t9/legaltech_ai_companies_in_europe_lawhive_and/

Thread discussing legal search platforms and precision expectations https://www.reddit.com/r/legaltech/comments/1l5syag/what_is_the_stateoftheart_legal_search_platform/

Fits into existing stacks. Mentioned as adding AI to current systems rather than forcing a rip‑and‑replace. https://www.reddit.com/r/legaltech/comments/1jssdej/what_are_your_pain_points_using_legal_tech_ai/

Cons from user sentiment

Pricing lacks public transparency. Users could not find pricing. https://www.reddit.com/r/legaltech/comments/1kyjyhp/deepjudge/

Depends on the quality of a firm’s data and DMS hygiene. If knowledge sources are messy, results suffer. https://www.reddit.com/r/legaltech/comments/1o5svk3/deep_judge/

No native external legal research content. A user noted “best search but no legal data” for statutory/case law, so firms still rely on legal publishers. https://www.reddit.com/r/legaltech/comments/1idlw7m/what_tools_would_you_guys_recommend_for_legal/

Who it’s for

AmLaw 200 and global firms with large internal knowledge bases

Boutique and regional firms with established DMS and KM programs

Legal departments that need reliable retrieval across contracts and matters

Knowledge management, innovation, litigation, and transactions teams

Primary use cases

Knowledge Search across precedents, work product, matters, people, deals, and relationships

Multi‑document analysis and chat over internal sources

Negotiation Intelligence for clause and position comparisons

Drafting support that cites firm‑approved templates and matters

Intake triage and matter scoping through AI Workflows

KM curation, classification, and metadata enrichment

Associate onboarding and rapid matter ramp‑ups

Integrations

Enterprise search across a firm’s internal repositories and collaboration suites. Product page and blog emphasize deep indexing, hybrid search, and real‑time access to firm data:

Product: https://www.deepjudge.ai/product

Blog: https://www.deepjudge.ai/blog/all-search-engines-are-not-created-equal

Partnership with Thomson Reuters to bring DeepJudge enterprise search into CoCounsel Legal. https://www.thomsonreuters.com/en/press-releases/2025/october/deepjudge-partners-with-thomson-reuters-to-advance-the-next-generation-of-legal-ai

Note: The site and coverage describe connectors into a firm’s DMS and Microsoft 365 stack. Specific vendor lists are not publicly enumerated on the pages above. In sales cycles, expect support for leading legal DMS and M365/SharePoint.

Whether a free trial exists

No public free trial listed. Sales‑led evaluation. Reddit users report pricing details are not public. https://www.reddit.com/r/legaltech/comments/1kyjyhp/deepjudge/

Additional details

AI agents and governance: DeepJudge AI Workflows provide configurable, transparent agents with real‑time access to firm data and oversight. Product and blog:

Workflows overview: https://www.deepjudge.ai/product

Agents informed by firm processes: https://www.deepjudge.ai/blog/building-ai-agents-informed-by-your-legal-processes

Company news and growth:

Series A announcement on site: https://www.deepjudge.ai/news/future-of-legal-ai-is-here-it-lives-in-your-knowledge

Seed round on site: https://www.deepjudge.ai/news/deepjudge-raises-10-7m-seed-round-led-by-coatue-and-announces-knowledge-assistant

LinkedIn company page: https://www.linkedin.com/company/deepjudge/

Media feature: Forbes profile on ex‑Google founders building AI search for law firms https://www.forbes.com/sites/aliciapark/2025/11/04/meet-the-ex-google-researchers-building-ai-search-for-law-firms/

Notes on reviews platforms

G2 lists a DeepJudge seller page with no verified reviews at this time: https://www.g2.com/sellers/deepjudge

No credible Capterra listing for DeepJudge. Most Capterra results are unrelated products.