Where data becomes decisive.
Deep-dive project intelligence for legal cases, business decisions, M&A, due diligence, research, and investigations — any project where the answer is hidden in the data.
We combine frontier AI, deeply experienced human investigators, and a fanatical focus on decision-ready output. Nothing is dashboarded for its own sake.
We deploy frontier AI agents that work in parallel across thousands of documents, emails, financial records, and structured data — finding the signal humans would miss in a year of manual review.
Decades of data intelligence experience means we know which threads to pull, which patterns matter, and how to translate raw findings into the language of decision-makers — courts, boards, investors, regulators, journalists.
We don't do dashboards or reports. We embed in your project, learn its specifics, and produce filing-ready, decision-ready, investor-ready intelligence — calibrated to the audience and the stakes.
A repeatable methodology, tuned to each engagement. We compress months of manual analyst work into days of machine-paced investigation — steered by people who know what matters.
Every relevant document, email, dataset, public record, court filing, financial extract — pulled into a unified searchable corpus.
Parallel AI agents triage, cross-reference, and surface patterns; human investigators direct the search and interrogate the findings.
Findings are validated against multiple independent sources, then compiled into a structured evidence index with full provenance.
Filing-ready memos, polished briefs, interactive portals, expert-witness exhibits — whatever the moment requires.
If your project involves tens of thousands of documents and a decision that can't afford to miss what's hidden in them, we're built for you.
A real engagement — results and methodology published with the client's express permission.
905 patents. 276,899 emails. 21 financial reports. Three converging damages anchors. 104 exhibits. 69 strategic findings — surfaced through a combination of machine intelligence and human pattern-recognition that transformed the case posture in a single weekend of focused work.
Discuss a similar engagement →Litman Intelligence is led by a research scientist who treats your data the way a lab treats a hypothesis.
Dr. Litman brings 26 years of production software engineering, a Ph.D. in Computer Science (Nova Southeastern University), and advanced study in Machine Learning at MIT to every engagement. He approaches legal and business data the way a research scientist approaches a hypothesis — systematically, exhaustively, and with zero tolerance for assumptions.
As Professor and Chair of Computer Science at Concordia University Wisconsin, he develops curriculum in advanced data analysis and computational methods. As a founder and consultant, he has built and shipped software systems across industries, and he currently serves on the Quantum Computing Advisory Board at OSR Applied Research.
This is not a tool. It is doctoral-level research applied to your most consequential data — with the engineering infrastructure to process it at scale.
Every engagement begins with a confidential conversation. No hourly meter.
intelligence@litmanai.com