Leibniz AI

Legal clarity
powered by AI

Harnessing formal methods to redefine trust in legal AI

Our Mission

Leibniz AI exists to eliminate mistakes. We build tools that don't just approximate, they prove. Using automated reasoning engines and formal methods, we ensure your legal outcomes are correct, transparent and defensible.

Close-up hands typing with legal icons overlay

Introducing Alfred

Alfred is more than just a legal assistant. It’s a workflow concierge that:

  • Handles complex regulations with mathematical precision
  • Gives answers you can verify, with sources and reasoning
  • Turns dense regulation into clear next steps
User 1
Hi, Alice. How can I help you today?
I am processing a flood insurance claim. The customer is asking for their art object to be reimbursed. Their policy is NFIP Homeowners insurance. Can they be reimbursed?
User 2
User 1
The coverage for personal property under an NFIP policy is limited. However, the policy states that there is coverage for fine art to $2500. See more at Section III. Property Covered, B. Coverage B [source PDF]

How it works

Alfred converts policies into SMT-based decision trees—the formal logic engines behind mission-critical systems. Unlike search tools that just retrieve, Alfred solves. Every answer comes with a human-auditable chain of reasoning.

Translate regulation to logic

We turn dense legal text into code that machines can compute.

07-development

Prove correctness & resolve edge cases

We use mathematical solvers to ensure accuracy and reveal inconsistencies.

Return structured answers: result, reason, exceptions

Alfred delivers answers in plain language—outcomes, reasoning, and exceptions included.


Who it's for

Benefits Administrators & TPAs

Simplify HSA, FSA, and Section 125 compliance at scale; reduce handle time and escalation.

Employers & Brokers

Answer employee questions quickly with clear guidance and citations.

Regulated Industries

Deploy formal-methods clarity anywhere compliance decisions drive risk or cost.


Pilot with Alfred

We’re partnering with benefits administrators, compliance teams, and enterprise HR platforms to shape Alfred’s rollout.

  • Early access to modules (HSA/FSA, Section 125, and more)
  • Direct influence on the roadmap
  • Integrations for call centers, web apps, or advisor workflows

Our Partners

American Fidelity Logo Yale University Logo

Our Team

Headshot of Ruzica Piskac

Ruzica Piskac

Professor of Computer Science

Yale University and Leibniz AI

  • Automated Reasoning
  • Software Verification
  • Code Synthesis
Headshot of Scott J. Shapiro

Scott J. Shapiro

Professor of Law and Philosophy

Yale University and Leibniz AI

  • Artificial Intelligence
  • Cybersecurity
  • Philosophy of Law

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