DeepJudge, the core AI platform that leading law firms use to access and apply their institutional knowledge at scale, today formally announced the launch of SuperSearch, which they describe as a next-generation search experience. Already known for search, DeepJudge says that SuperSearch, which it has teased since Legalweek in New York, will provide even more granular and actionable insights from a firm’s data, enabling unprecedented cross-matter intelligence.
Built on DeepJudge’s intent-based search technology, SuperSearch enables lawyers to find, surface, and analyze patterns and insights that enhance risk assessment, strategy, and client outcomes. The platform understands the complex relationships between content, relevance, and institutional knowledge across a firm’s internal systems. By establishing a unified intelligence layer, DeepJudge enables legal teams to ground their judgment in their own unique historical work. This allows legal teams to build, deploy, and scale their own proprietary AI ecosystems that are accurate, secure, and uniquely their own.
“We’ve fundamentally rethought what search should do,” said Yannic Kilcher, CTO and co-founder of DeepJudge. “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. SuperSearch makes it possible to ask and answer complex, cross-matter questions that directly impact deal outcomes, client advice, and the firm’s ability to win and execute high-stakes work.”
Fellow co-founder and CEO Paulina Grnarova added: “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. In law firms, AI delivers value only when it sees the full picture, which is spread across systems, matters, and years of work. Without high-quality retrieval, even the most sophisticated AI is limited.”
Following an exclusive early access program, several leading law firms are already using SuperSearch across practices including M&A, litigation, and regulatory—finding winning deal structures from past transactions, uncovering case-winning strategies, and validating regulatory advice consistency across years of client work.
“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,” said Douglas Schulz, innovation manager at ArentFox Schiff.
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