Labs

// separate company in formation

Regulated‑data LLMs as a product, not a project.

Distinct from the DAPL Corp consulting practice — different entity, different brand, in formation now. This page is the placeholder until it has its own home.

Thesis

Every fintech and FI we talk to has the same shape of problem: rich proprietary data — loan files, claims histories, KYC dossiers, settlement records — that an LLM could turn into real operational leverage, blocked by a control regime that treats every external API call as a data‑exfiltration risk.

The current answer is to rebuild the integration from scratch every time, in every firm, against every regulator. That is enormously wasteful and gets a slightly different wrong answer in each place.

A separate technology company is in formation to turn that recurring custom build into a productized integration: the architecture, the controls, the audit artifacts, and the operational primitives — packaged so the next firm starts from a defensible baseline instead of a blank page. Distinct entity, distinct brand, in formation now.

Status

Pre‑formation. Research and pattern collection drawn from active client engagements. No public roadmap, no waitlist, no product to sell. When the new entity has something worth showing, it will get its own home — and this page will point you there.

Operators in fintech, banking, or insurance interested in being early design partners are welcome to start a conversation.

Be an early design partner.

If you're inside a regulated firm with proprietary data and a real LLM use case, the most useful thing you can do is talk to us about what's stuck.