The instrument for high-stakes diligence.
Big-firm results, fraction of the cost and timeline. AI structures your data room in hours; our analysts verify every finding and score the risk. Institutional diligence, in days not months.
How a finding becomes a Golden Record.
Every document moves through the same four-step pipeline. The blue moment is where trust is manufactured.
Raw documents
Unstructured files arrive. Messy, inconsistent, incomplete.
AI draft
Agents extract, structure, and classify at machine speed.
Expert review
A domain professional verifies, corrects, and signs off.
Golden Record
Verified, audit-trailed, deal-ready. Marked in blue.
Every correction logs a training pair. The blue moment, step 03 to 04, is where trust is manufactured, and where the brand lives.
A verified Golden Record, in your hands.
Every document scored, every source linked, every analyst named. A three-row preview below; the full work lives on the Proof page.
From documents to decisions in days, not months.
Data room structuring
We ingest and structure your entire data room with AI, then our analysts review every document to extract the findings that matter to your transaction.
Risk & compliance review
We flag risks, missing documents, and compliance gaps before they become deal-breakers. Every finding scored and source-linked.
Transaction-ready outputs
Completed data rooms, Q&A logs, compliance summaries, drafted materials. Full audit trails, ready for external review.
Ongoing support
Our team stays engaged through your deal lifecycle, reviewing follow-up analysis and updated documents as new information surfaces.
Three audiences, one engine.
Deploy capital with confidence.
Institutional-grade DD reports that surface what matters to your investment thesis, at a fraction of advisory cost.
→ See how we work with investorsGet transaction-ready.
We structure your corporate records and build a best-practice data room so you can keep running the business.
→ See how we prepare companiesScale without scaling headcount.
Managed diligence and data-room prep across your portfolio. Faster turnaround, consistent output.
→ See how we support firmsSame engine. Many markets.
When the transaction-service shape isn't right, Labs builds private, configured operating layers for senior operators in capital markets, professional services, and regulated industries. Every engagement compounds onto the same engine.
Finance and AI behind every claim.
Christopher Thierry
Founded Cimpl, sold after managing billions in enterprise spend. Saw first-hand the cost of legacy diligence; co-founded LiquidDocs to fix it.
Tomas Gauthier
Serial entrepreneur and venture capitalist. Built data rooms for more than 200 organizations before deciding the work itself needed redesigning.
For senior operators who need institutional outputs, audit-trailed and signed off. Not for everyone.
- Anyone wanting a generic SaaS subscription.
- Anyone wanting to run it themselves with no expert oversight.
- Anyone whose first question is price before the problem.
Tell us about your transaction.
We respond within one business day. NDA-protected, no obligation.