DeepJudge Launches SuperSearch for Legal Teams

DeepJudge launched SuperSearch, in Zurich and New York, a new search mode that delivers decision-ready insights across firm documents, matters, and systems.

This launch matters because legal teams currently struggle to locate and apply institutional knowledge stored across disconnected systems and years of work. SuperSearch addresses this directly by enabling cross-matter analysis without requiring data migration, manual tagging, or duplicate permission setups.

The Core Problem

Legal professionals often cannot find relevant precedents, deal structures, or prior advice without sending firm-wide emails or manually searching through hundreds of files. Relevant information sits buried across closing sets, public filings, and past drafts spread across multiple internal systems.

This creates gaps in risk assessment, client strategy, and matter execution. Firms lose time and consistency when lawyers cannot access or apply their own institutional knowledge at scale.

What SuperSearch Does

SuperSearch builds on DeepJudge's intent-based search technology, which understands the relationships between content, relevance, and institutional knowledge across all of a firm's internal systems. It creates a unified intelligence layer that legal teams can query without any manual setup.

The tool supports four core functions: pattern analysis across comparable matters, dynamic extraction that converts unstructured documents into filterable data, contextual validation grounded in the firm's own prior work, and precedent acceleration that surfaces all relevant prior matters.

Teams across practice groups can use SuperSearch for specific tasks. Corporate teams can identify trends in market provisions filtered by deal value, party type, and transaction structure. Litigators can surface past instances where the firm argued specific motions, filtered by case type or role. Regulatory teams can track how the firm's stance on an issue has shifted over time.

Yannic Kilcher, CTO and Co-founder of DeepJudge, said: "We've fundamentally rethought what search should do. SuperSearch structures, validates, and delivers results that you can act on right away. You can refine your path to an answer instantly, focusing on what matters most in the moment, with no manual review, tagging, or setup required."

Early Adoption

Several leading law firms gained access to SuperSearch through an early access program before the public launch. These firms used the tool across M&A, litigation, and regulatory practices.

Douglas Schulz, Innovation Manager at ArentFox Schiff, said: "Last week a partner asked me to build a generative AI tool that would mine years of local counsel opinions. I showed them DeepJudge SuperSearch. They told me it did exactly what they wanted."

Other firms already using the platform include Holland and Knight, Gunderson Dettmer, Cozen O'Connor, CMS Switzerland, and Schoenherr.

SuperSearch also maintains all existing permission controls and access restrictions within a firm. This means lawyers only see information they are authorised to access, keeping client confidentiality and ethical walls intact.

Recognition and Track Record

DeepJudge received the top recommended vendor ranking in the 2026 SKILLS.law Net Promoter Score Survey for the second consecutive year. The NPS survey collects feedback from senior knowledge, innovation, and legal operations leaders at large law firms globally.

The platform was built by a team of former Google search engineers and machine learning researchers. Paulina Grnarova, CEO and Co-founder of DeepJudge, said: "AI models are evolving at unprecedented speed. The real advantage comes not from any single model, but from combining advanced AI with complete context, smart orchestration, and precise access to the right information. Without high-quality retrieval, even the most sophisticated AI is limited."

DeepJudge states that its retrieval-first approach ensures legal teams access information that is precise, trusted, and current, regardless of where it is stored or how it was originally labelled. The platform does not require firms to upload files separately or reorganise existing data structures.

SuperSearch is now rolling out to existing DeepJudge customers, who will receive access details by email. New firms can request a personalised demo through the DeepJudge website at deepjudge.ai/request-demo.

About DeepJudge

DeepJudge is an AI platform built for law firms that need to access and apply institutional knowledge at scale. Headquartered in Zurich, Switzerland, with a presence in New York, the company builds enterprise search and AI-powered workflows that transform firm-wide knowledge and data into a structured, queryable intelligence layer. The platform is used by leading law firms globally and has ranked as the top recommended vendor in the SKILLS.law NPS Survey for two consecutive years. DeepJudge's team includes former Google search engineers and machine learning researchers.