Practical enterprise software
with an AI edge.

The Liggett Group builds pragmatic, evidence-first tools for regulated industries. Our first product validates medical and marketing claims against the published literature — no AI-generated “truth,” just verifiable sources.

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About Us

A boutique enterprise software practice grounded in decades of hands-on delivery.

Twenty-plus years of enterprise software

The Liggett Group is led by Kevin Liggett, an enterprise software and product leader with more than twenty years of experience designing and shipping enterprise systems for complex regulated environments. That background shapes everything we do: we treat correctness, provenance, and auditability as first-class requirements, not afterthoughts.

We work on the kind of problems where a plausible answer isn’t good enough. When an LLM is involved, it is used as an analysis tool over verifiable sources — not as an oracle. When it is not, we pick the simplest approach that will hold up under scrutiny.

Based in Canada, serving clients globally.

Products

Evidence-first tools for teams that need to show their work.

TLG Claims Validation Platform

Evidence-only AI validation for medical and marketing documents

Upload a prescribing information document, promotional piece, or patient fact sheet. The platform extracts every factual claim, retrieves supporting evidence from DailyMed, Europe PMC, ClinicalTrials.gov, FDA FAERS, and Drugs@FDA, and scores how well the evidence actually supports each claim on four dimensions: population, endpoint, magnitude, and context.

Evidence-only — no AI-generated “truth,” every score traces back to a published source
Fair balance assessment against the FDA label and post-market adverse event data
Misleading-language and misinterpretation-risk detection, audience-aware
Reference integrity checks for retractions, errata, and outdated citations
Audit-ready scorecards delivered in minutes, not days

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Get in touch

For consulting inquiries, product questions, or partnership opportunities, send us an email. We reply to every message.