Densery

Investor information

A proven Asia Pacific business, entering the United States.

This page is deliberately brief and deliberately unpromotional. Financial detail, the territory model and the operating plan sit in a data room shared under NDA on request.

The company

Densery sells completed regulated work, not AI capability.

Densery builds governed AI agents that complete document-driven work inside regulated institutions — know-your-customer and loan file review, claims and medical records, underwriting evidence, engineering and compliance records — and write the result into the customer's system of record with the evidence a supervisor will accept. It deploys on the customer's own hardware where data residency is a legal obligation.

The business is not pre-revenue and not a pilot. It has six named production deployments across banking, insurance, auto finance, manufacturing and digital infrastructure, spanning Vietnam, Japan and Indonesia, with demonstrated return in three regulated verticals.

The plan is to take a business that already works, in the hardest deployment conditions available, into the largest market that has the same constraints.

AT A GLANCE
  • Six production deployments — reference calls available
  • Three regulated verticals with demonstrated return
  • On-premise deployment live inside a supervised commercial bank
  • Patent application filed — Vietnam IP Office 1-2025-01705
  • Named, scored US territory rather than a top-down market estimate

The US thesis

Banking and insurance are the only verticals where the buyer is already spending.

DEMAND IS PROVEN, EXECUTION IS NOT

47% of banking and insurance firms already run an AI agent in production, against 31% of enterprises overall. But 88% of agent pilots never reach production and 95% of generative-AI pilots show no measurable P&L impact. The budget and the mandate exist; the delivery does not.

THE BLOCKERS ARE NAMED

Leaders cite an evaluation gap (64%), governance friction (57%) and model reliability (51%). Densery's architecture was built against those three constraints in markets where they were legal requirements rather than preferences.

THE TERRITORY IS NAMED, NOT ESTIMATED

The US plan is built bottom-up from 145 scored, named accounts across six segments, filtered on document volume, regulatory burden, deal-size fit, residency obligation and reference adjacency — not from an analyst headline. The resulting market is deliberately smaller than the top-down number, and it is the one a seller can actually work.

What we think is hard

The three things we would ask about if we were you.

Any investor doing real work will find these. We would rather they arrived from us.

  • Auditability is no longer a differentiator.A competitor raised a US$75M Series B in February 2026 selling agentic financial-crime compliance on the promise of fully auditable investigations, and at least two other funded entrants make the same claim. Auditability has become the price of entry to this category. What still separates Densery is completing the work rather than recommending it, and deploying inside a legal residency constraint with the governance stack intact.
  • Document extraction is commoditising fast.Open-weight models now read complex documents locally for cents per thousand pages, and commercial per-page pricing has fallen by roughly half in a year. Any business whose value sits in extraction is on a clock. Densery's value sits in the ontology, the completion into the system of record and the correction loop — and the pricing model has been moved to completed work accordingly.
  • The commercial team is being built, not claimed.The company's operating proof is in delivery rather than in US enterprise sales leadership. A domain-leader hire with a financial-institution network is the first material appointment in the plan, and the plan states that gap rather than papering over it.
WHAT IS NOT ON THIS PAGE

Revenue, growth rate, retention, burn, valuation, cap table, the named account list and the operating plan. Those are in the data room, and they are shared with investors who have been through an introductory conversation — not because they are unflattering, but because a public page is the wrong place for them and our customers read this site too.

Request the materials

We respond to every legitimate request, usually within two business days.

Thank you. This is a front-end prototype, so nothing has been transmitted — wire this form to your CRM or mail handler before the site goes live. In the meantime, write to hello@densery.com.

Materials are shared under NDA. We do not add anyone to a mailing list from this form.

The strongest thing we can show you is a customer.

Before the financials, ask for a reference call. Six institutions run this in production and any of them will tell you what it was actually like.

Write to us directly See the deployments