Every lawyer has been there: searching for a specific precedent or strategy, only to realize that the most relevant guidance is buried across past matters, in closing sets, public filings, and drafts that reflect how positions evolved.
How do you understand how similar issues were handled across matters—filtered by the factors that actually matter—without a firm-wide email or manual searches through hundreds of files?
Today, we are launching SuperSearch, a new mode within the DeepJudge platform that extends DeepJudge’s firm-wide search to enable immediate analysis and insight built on intelligent retrieval and context-aware AI.
Evolving Search to Enable Decision-Ready Insights
Your firm’s historical work is its most valuable asset. DeepJudge provides a unified, secure intelligence layer that understands content, relevance, and institutional knowledge across all of a firm’s internal systems, without requiring manual uploads or data migration.
SuperSearch builds on DeepJudge’s market leading retrieval to provide immediate, decision-ready insights across all practice groups and teams. By understanding the facets of a matter, it allows you to query by context:
- For Corporate Teams: Instantly identify trends for a specific "market" provision across deals, filtered by party type (buyer/seller), deal value, industry, and type (equity versus asset purchase).
- For Litigators: Surface every instance where the firm successfully argued a niche jurisdictional motion, filtered by case type or plaintiff/defendant role.
- For Regulatory Teams: Validate advice consistency by surfacing how the firm’s stance on a specific issue has evolved in response to regulatory changes over time.
- For Business Development: Secure new work by instantly generating accurate fee estimates based on historical data and providing concrete proof of the firm’s extensive experience in similar matters.
Turning Unstructured Data into Decision-Ready Insights
SuperSearch enables legal teams to ask complex, cross-matter questions and receive insights across matters that enhance risk assessment, strategy, and client outcomes.
- Pattern Analysis: See how your firm typically positions on key provisions or legal issues by analyzing patterns across comparable matters, from deals to disputes.
- Dynamic Extraction: Automatically turn unstructured documents into structured, filterable data points. SuperSearch understands your data as it exists today, without manual tagging or uploads.
- Contextual Validation: Ground AI-generated insights in the firm's unique historical work.
"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."
– Yannic Kilcher, CTO & Co-founder of DeepJudge
Grounding AI in Your Prior Work
The performance of an AI system depends on the quality of the information it can retrieve. In legal practice, this means responsibly accessing the full context of a firm's work—across years and disparate systems—before applying generative AI models.
SuperSearch reinforces this retrieval-first approach, ensuring that legal teams can reliably access and process information that is precise, trusted, and current, regardless of where it is stored or how it was originally labeled. In addition, because DeepJudge respects all existing permissions and access controls, SuperSearch ensures that grounding AI in your firm's prior work does not compromise client confidentiality or ethical walls.
"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."
– Paulina Grnarova, CEO & Co-founder of DeepJudge
Explore SuperSearch
We are proud to be the top recommended vendor in the 2026 SKILLS.law NPS Survey for the second consecutive year, based on feedback from senior knowledge, innovation, and legal operation leaders at many of the world’s largest law firms. SuperSearch represents the next step in our commitment to building AI that understands the nuances of real-world legal work.
- Existing Customers: SuperSearch is rolling out—watch your inbox for access and upcoming sessions.
- New to DeepJudge? Request a personalized demo to see how SuperSearch can help you discover, validate, enrich, and structure legal and business information.