Deterministic legal engines
The homepage says SAMMY compiles regulatory statutes and operating procedures into deterministic legal engines, so rule logic is derived from source law rather than handled as a free-form prompt response.
SAMMY Labs
ClaimSAMMY Labs builds deterministic legal and compliance AI that compiles statutes and operating procedures into executable rules for citeable compliance logic and sovereign deployment.
Overview
SAMMY Labs builds deterministic, interpretable legal and compliance AI for organizations that need regulatory logic turned into executable rules. The homepage describes the product as compiling regulatory statutes and operating procedures into legal engines that audit accounts, file regulator-ready reports, and keep systems compliant.
The regulators page frames the product as infrastructure for agencies, supervisors, and ministries, with a focus on modeling impact before publication, surveilling compliance across supervised entities, and cross-referencing internal code against the legal universe. The lab page identifies SAMMY Labs as a research team building a foundation model for computational law.
Features
Citeable legal reasoning
The site says the model ships with the full federal and state statutory universe compiled into citeable rules, and that each verdict traces back to the issuing section.
Full-population review
The product evaluates every file, account, or transaction against applicable rules instead of relying on sampling, according to the regulators page.
Cross-referenced policy checks
The regulators page says the system cross-references your own code against the full federal and state universe and surfaces conflicts in drafting rather than later in court.
Traceable verdicts
The site states that outputs are reproducible and traceable to the issuing section, supporting review and audit workflows.
Sovereign deployment
The product can run inside the customer’s environment, including on-premise, private cloud, or air-gapped deployment, according to the regulators page.
Use Cases
Rulemaking impact modeling
Model how a new rule will affect supervised entities before publication, using the regulators-page framing of impact modeling and code compilation alongside the source text.
Supervisory examination and surveillance
Review every account, transaction, or file against applicable rules to generate findings as counts rather than samples, which the site says helps replace judgmental or statistical sampling where possible.
Code consistency review
Cross-reference agency or institutional code against the statutory universe to catch conflicts during drafting and revision.
Internal deployment for sensitive workloads
Use the sovereign deployment model to keep data and operational records inside the organization’s own environment while running compliance logic.
Enforcement and investigation support
Support enforcement or investigation workflows by tracing each verdict back to the issuing section and preserving reproducible reasoning for review.
Pros and Cons
Pros
- Focuses on deterministic, citeable legal outputs rather than generic chat-style answers.
- Supports workflows that need full-population review instead of sampling.
- Can be deployed inside the customer environment, including on-premise, private cloud, or air-gapped setups.
- Lists subprocessors and a contact path for privacy questions.
Cons
- The pricing page route shown in the provided text returns a 404, so the site does not expose pricing details in the captured materials.
- The available content is strong on positioning and examples, but light on product documentation such as integrations, APIs, or implementation guides.
FAQ
What does SAMMY Labs do?
SAMMY Labs positions the product for legal and compliance workflows, with the homepage saying it compiles statutes and operating procedures into deterministic legal engines that audit accounts, file regulator-ready reports, and keep systems compliant.
Who is SAMMY Labs built for?
The regulators page says it is designed for agencies, supervisors, and ministries. It supports rulemaking impact modeling, supervisory examination and surveillance, code consistency review, cross-agency harmonization, and enforcement or investigation support.
How is it deployed?
The site says SAMMY AI runs inside the customer’s environment and can be deployed on-premise, in a private cloud, or on an air-gapped network. The regulators page also describes it as sovereign infrastructure inside the user’s perimeter.
Does the site show pricing details?
The site includes a pricing page route, but the rendered page text shown for /pricing returns a 404 message and does not expose plan details or prices.
Which third parties does SAMMY Labs use?
The subprocessors page lists Amazon Web Services, Google Workspace, PostHog, Slack, Anthropic, Supabase, and Vercel as subprocessors, and says customers can write to [email protected] with questions.
Quick Facts
- Category
- Legal AI
- Primary users
- Agencies, supervisors, ministries, and compliance teams
- Deployment
- On-premise, private cloud, or air-gapped
- Data sources
- Regulatory statutes, operating procedures, and internal code
- Website
- sammylabs.com
- Notable page
- Regulators page
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