DeepJudge
DeepJudge AG provides an AI-powered enterprise knowledge search and workflow platform for large and mid-market law firms and in-house legal teams, using proprietary retrieval technology to index institutional documents and power LLM-agnostic AI agents.
- Company typePrivate
- Founded2021
- HeadquartersZürich, Switzerland
- Headcount51–100
- GTM typeB2B
- OfferingSoftware
What DeepJudge does
DeepJudge AG, founded in 2021 and headquartered in Zurich, Switzerland, builds an AI-powered enterprise knowledge and workflow platform for legal professionals. Its core product, DeepJudge Knowledge Search, creates a single permission-aware index across a firm's document estate (DMS, SharePoint, HighQ, OneDrive, email, intranet) using proprietary 'Colinear Technology' that blends semantic vector search and keyword frequency search, and is deployed on Microsoft Azure and Azure OpenAI Services without requiring data migration. Built on top of this search foundation, the company offers DeepJudge AI Workflows, an LLM-agnostic suite of AI agents (Negotiation Intelligence, Find Answers, Multi-Document Chat, Matter & Client Overview) and a no-code AI Workflow Builder, plus SuperSearch, a generative-AI search mode launched in March 2026 for cross-matter pattern analysis and dynamic structured-data extraction.
The company serves large and mid-market law firms as its primary segment, with an expanding footprint in in-house legal and compliance teams; named customers include Freshfields, Holland & Knight, Cozen O'Connor, Gunderson Dettmer, ArentFox Schiff, Schoenherr, CMS Switzerland, Homburger, Lenz & Staehelin, and Vorys. DeepJudge monetizes through quote-based enterprise SaaS subscriptions sold via a high-touch direct field-sales motion led by a CRO (ex-Litera) and SVP of Sales (ex-Casetext, Kira, Intelligize, Practical Law), supplemented by implementation services delivered jointly with Epiq Advisory for Law Firms. Reported adoption metrics include 80-90% lawyer adoption, 65+ hours saved per user per year, 23 queries per user per day, 4x first-year ROI, and over 500% year-over-year revenue growth.
In November 2025 DeepJudge closed a $41.2 million Series A led by Felicis with Coatue participation at a reported $300 million valuation, with proceeds earmarked for product development and US/UK expansion. The platform is also distributed via strategic partnerships with Harvey and Thomson Reuters CoCounsel Legal (OEM/embedded) and integrates with Microsoft 365 Copilot and Anthropic Claude via the Model Context Protocol. The company has 51-100 employees across Switzerland, the United States, and Canada, and was named to CB Insights' 2026 AI 100 and to the SKILLS.law top-recommended vendor list in both 2025 and 2026.
DeepJudge firmographics
Firmographics- Name
- DeepJudge
- Legal name
- DeepJudge AG
- Website
- https://deepjudge.ai
- Company type
- Private
- Founded year
- 2021
- Operating status
- Operating
- Headcount range
- 51–100 employees
- Short description
- DeepJudge AG provides an AI-powered enterprise knowledge search and workflow platform for large and mid-market law firms and in-house legal teams, using proprietary retrieval technology to index institutional documents and power LLM-agnostic AI agents.
- Ownership category
- akta.pro rank
DeepJudge industry classification
Industry- Product category
- Legal AI / Legal Knowledge Management Software
- NAICS
- Software Publishers (5132)
- SIC
- Services-Prepackaged Software (7372)
- akta.pro primary industry
- Enterprise AI Data & Knowledge Platforms (Vector Databases, Knowledge Graphs) (HDAEANAH)
- akta.pro secondary industries
- Generative AI & LLM Solutions Services (RAG, Agents, Copilots) (BPAEAHAG), Search, Retrieval & Semantic Ranking (BM25/vector, hybrid) (HDAAADAB), Enterprise Search, Indexing & Content Discovery (HDAEAGAH)
Keywords
Where DeepJudge is headquartered
LocationHeadquarters
- HQ city
- Zürich
- HQ country
- Switzerland
- HQ region
- Europe
Offices3 records
Markets served
DeepJudge business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Marketing or Sales, Infrastructure, Operations
Revenue model
- Enterprise SaaS subscriptions (implied): Revenue generated via enterprise software subscriptions to DeepJudge Knowledge Search and AI Workflows, sold to law firms and in-house legal teams. Pricing is not publicly disclosed; engagements are quote-based. Reported over 500% year-over-year revenue growth following Series A.
- Implementation, advisory and managed services (via Epiq): Through the Epiq partnership, revenue is supplemented by structured AI implementation, knowledge management strategy, and adoption programs delivered jointly with Epiq Advisory for Law Firms.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Other | Annual | Quote-based / Not publicly disclosed |
Go-to-market motion1 record
Distribution channels6 records
Marketing channels9 records
DeepJudge product offering
Product offeringCore offering
DeepJudge provides an AI-powered enterprise search and workflow platform purpose-built for legal professionals. It indexes a firm's full document estate across DMS, SharePoint, HighQ, OneDrive, email and intranet into a single permission-aware index, then exposes AI agents and low-code workflows (e.g., Negotiation Intelligence, Find Answers, Multi-Document Chat, Matter & Client Overview) and a generative cross-matter search mode (SuperSearch) to turn that institutional knowledge into actionable legal work product. The platform is sold to law firms and in-house legal teams as enterprise software, with implementation services delivered through partners such as Epiq.
Product overview
DeepJudge offers a single unified AI platform for legal professionals, anchored by its DeepJudge Knowledge Search core and extended by AI Workflows and the SuperSearch generative AI search mode. DeepJudge Knowledge Search serves as the foundational enterprise search layer — indexing firm-wide content across DMS, SharePoint, HighQ, OneDrive, email, and intranet while respecting access permissions and ethical walls. Built on top of this search foundation, DeepJudge AI Workflows provide a suite of LLM-agnostic AI agents and applications (including Negotiation Intelligence, Find Answers, Multi-Document Chat, and Matter & Client Overview) plus the AI Workflow Builder for creating custom, permission-aware workflows without data migration. SuperSearch, launched in March 2026, extends the platform with generative AI capabilities for cross-matter pattern analysis, dynamic structured-data extraction, and decision-ready insights.
Differentiator
Problem solved
Functional benefit
Brands
- DeepJudge Knowledge Search: The underlying enterprise search engine that powers the platform, indexing and unifying a firm's documents, clauses, and metadata across systems.
- DeepJudge AI Workflows
- SuperSearch
- Negotiation Intelligence
Products and services
- DeepJudge Knowledge Search Enterprise search engine for the legal industry, powered by proprietary Colinear Technology that blends keyword and semantic search. Indexes and understands content across a firm's entire document estate (DMS, SharePoint, HighQ, OneDrive, email, intranet) without data migration, while respecting access permissions and ethical walls. Built for large and mid-market law firms and in-house legal teams.
- SuperSearch Generative AI-powered enterprise search mode within the DeepJudge platform that delivers immediate, decision-ready cross-matter insights. Supports pattern analysis across matters, practice groups and systems, dynamic extraction of structured data from unstructured documents, and contextual validation grounded in firm-specific historical work. For law firm and in-house legal knowledge teams.
- DeepJudge AI Workflows Suite of LLM-agnostic AI agents and applications providing law firms with instant access to internal data and the ability to build, deploy, orchestrate and govern custom AI-powered workflows. Includes pre-built agents such as Negotiation Intelligence, Find Answers, Multi-Document Chat, Matter & Client Overview and a low-code AI Workflow Builder. For law firm and in-house legal teams.
- DeepJudge AI Workflow Builder No-code/low-code tool within DeepJudge AI Workflows that allows legal teams to build, clone, modify, and customize AI agents and workflows via drag-and-drop interfaces, form-based logic, and editable templates, exposing how built-in agents work and enabling firms to extend them. For law firm and in-house legal operations teams.
- Negotiation Intelligence AI workflow that analyzes every deal for how a specific opposing firm has negotiated a given clause in past matters, surfacing in moments whether opposing counsel has previously agreed to language they are rejecting today. For law firm M&A and commercial lawyers and in-house contract teams.
- Multi-Document Chat Pre-built AI workflow that lets lawyers ask natural-language questions about a client-matter file folder or any set of documents and receive quick insights and review, built on the DeepJudge Knowledge Search unified index. For law firm and in-house legal teams conducting matter-level review.
- Matter & Client Overview Pre-built AI workflow that creates an overview and timeline of all events pertaining to documents of a selected matter, client, or folder, enabling rapid context-building for new associates or client engagements. For law firm and in-house legal teams.
- Find Answers Pre-built AI workflow that lets lawyers ask practical, work-driven questions such as 'Have we done this before?' and receive instant answers grounded in the firm's prior work. Combines metadata filtering, AI-powered retrieval, iterative query refinement, and result processing such as clause extraction or document comparison. For law firm and in-house legal teams.
Quantifiable outcome
- +65 hours saved per user per year searching
- +7 more outcomes
Companies that use DeepJudge
Customer profileNamed customers15 records
Segments3 records
Ideal customer profiles3 records
DeepJudge technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration11 records
AI capability9 records
Feature7 records
DeepJudge partnerships and signals
Strategic signalPartnerships
Five partnerships are on record, tiered flagship and core.
- HarveyflagshipHarvey and DeepJudge announced a strategic partnership to integrate DeepJudge's institutional intelligence (firms' past work, decisions and expertise) into Harvey's AI platform for legal and professional services. Work product generated in Harvey is reflected back in DeepJudge, so every matter contributes to the firm's collective knowledge. Holland & Knight is cited as already using the combined solution to ensure AI drafts reflect firm standards.
- Epiq Advisory for Law FirmscorePartnership enabling law firms to operationalize permission-aware agentic AI workflows grounded in their institutional knowledge. Combines DeepJudge's intent-based search and AI workflows with Epiq's strategic planning, knowledge management and technical expertise to scale AI adoption across firms.
- Microsoft Azure (Azure / Azure OpenAI Services)coreDeepJudge's knowledge infrastructure is built on Microsoft Azure and Azure OpenAI Services, supporting secure cloud deployment and Swiss data residency for clients like CMS Switzerland. The Microsoft Copilot integration via MCP is delivered through this relationship.
- Thomson Reuters (CoCounsel Legal)flagshipThomson Reuters announced a partnership with DeepJudge to integrate DeepJudge's knowledge platform with CoCounsel Legal and CoCounsel Drafting, allowing law firms to combine internal work product with Thomson Reuters content (Westlaw, Practical Law) during drafting and research. The partnership was driven by mutual customers requesting the integration.
- ETH Zurich
Scale indicators7 records
Recent moves7 records
Expansion highlights6 records
DeepJudge competitors and assessment
Company assessmentDirect peers
- vLex (Vincent AI): Legal research and AI search platform with Vincent AI providing generative legal answers grounded in large legal databases. Direct competitor in enterprise legal knowledge retrieval and AI-augmented research.
- Luminance: AI platform for contract review, M&A due diligence, and legal compliance used by large law firms and corporates. Compares to DeepJudge in AI-driven legal document analysis and enterprise deployments in legal departments.
- Spellbook: AI drafting assistant for lawyers that uses contract and prior-work context to draft and review documents. Competes with DeepJudge's AI Workflows for the legal drafting and contract review use cases inside law firms.
- Evisort: AI contract lifecycle management platform serving in-house legal and procurement teams. Overlaps with DeepJudge's contract and document intelligence use cases inside corporate legal departments.
- Hebbia: AI knowledge worker platform that ingests and reasons over large document sets in financial and professional services. Compares to DeepJudge in retrieval-first AI architecture and enterprise document grounding.
- Glean: Enterprise AI search and assistant platform that unifies knowledge across SaaS apps with permission awareness. Closest horizontal analogue to DeepJudge's permission-aware enterprise search architecture, though Glean serves all functions rather than just legal.
- Harvey: AI platform purpose-built for law firms and professional services firms. Closest direct competitor and strategic partner of DeepJudge, serving the same enterprise law-firm customer base with overlapping AI workflow capabilities.
Broad incumbents
- LexisNexis (Lexis+ AI / Protege): Incumbent legal information provider whose Lexis+ AI and Protege offerings embed generative AI into legal research, drafting, and knowledge workflows — overlapping with DeepJudge's target use cases at large law firms.
- Wolters Kluwer: Global provider of legal, tax, and compliance information with AI capabilities embedded in its professional products. Competes broadly for legal AI knowledge-management budget at large firms and in-house teams.
- Thomson Reuters (CoCounsel Legal): Global legal information incumbent whose CoCounsel Legal/Drafting product integrates DeepJudge's retrieval and competes with broader legal-AI capability suites that include Westlaw and Practical Law content.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat6 records
Key risks6 records
Key highlights7 records
Customer concentration
DeepJudge social profiles
Digital presenceDeepJudge financial estimates
Financial estimateRevenue estimate
Valuation estimate
DeepJudge leadership team
Management profileNumber of profiles
Profiles9 records
DeepJudge funding detail
Funding detailFunding overview
Funding rounds4 records
Investors5 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
DeepJudge M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about DeepJudge
What does DeepJudge do?
DeepJudge provides an AI-powered enterprise search and workflow platform purpose-built for legal professionals. It indexes a firm's full document estate across DMS, SharePoint, HighQ, OneDrive, email and intranet into a single permission-aware index, then exposes AI agents and low-code workflows (e.g., Negotiation Intelligence, Find Answers, Multi-Document Chat, Matter & Client Overview) and a generative cross-matter search mode (SuperSearch) to turn that institutional knowledge into actionable legal work product. The platform is sold to law firms and in-house legal teams as enterprise software, with implementation services delivered through partners such as Epiq.
Is DeepJudge a public or private company?
DeepJudge is a private company. It is classified as venture growth investor backed and is currently operating.
When was DeepJudge founded?
DeepJudge was founded in 2021. It employs 51 to 100 people.
Where is DeepJudge based?
DeepJudge is headquartered in Zürich, Switzerland, in the Europe region.
How does DeepJudge make money?
Two revenue lines are on record. Enterprise SaaS subscriptions (implied) is the primary driver. The others are implementation, advisory and managed services (via Epiq).
Who are DeepJudge's main competitors?
Direct peers on record are vLex (Vincent AI), Luminance, Spellbook, Evisort, Hebbia, Glean and Harvey. Broad incumbents are LexisNexis (Lexis+ AI / Protege), Wolters Kluwer and Thomson Reuters (CoCounsel Legal).
Does DeepJudge have an API?
Yes. DeepJudge exposes its enterprise search capabilities through the Model Context Protocol (MCP), an open standard introduced by Anthropic that allows LLMs such as Claude to connect to DeepJudge as an external application without custom integration code. In a demo, Claude connects to DeepJudge to respond to an RFP by reading the request, recognizing it needs prior work from the firm's document history, reaching DeepJudge via MCP, and retrieving permission-aware results. DeepJudge's blog notes that traditional APIs remain the infrastructure for moving data safely, while MCP is the layer that lets AI systems understand and use DeepJudge's tools; DeepJudge also integrates with Microsoft Copilot via MCP. The platform requires source systems to have APIs for integration, and supports secure single sign-on integration with DMS systems such as iManage Work and Microsoft SharePoint.
What industry is DeepJudge in?
DeepJudge's product category is Legal AI / Legal Knowledge Management Software. Its primary akta.pro industry code is HDAEANAH, Enterprise AI Data & Knowledge Platforms (Vector Databases, Knowledge Graphs), with a secondary code of BPAEAHAG, Generative AI & LLM Solutions Services (RAG, Agents, Copilots). Its NAICS code is 5132 and its SIC code is 7372.