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Deployment — Document Intelligence Engine

Documents that used to take days now take hours — wherever paperwork is the bottleneck.

The document intelligence engine reads a structured or semi-structured document and drafts or completes a new one against it. Proven in production on tender response; the same core capability applies anywhere your team spends real time on paperwork.

17+ years building software AI-native since 2024 120+ person team AI SDLC running in production today
Reusable core, not a bespoke build per client Same AI SDLC discipline throughout 100% human-owned decisions

Where this applies

Legal

Contract review and redlining against your playbook, due diligence document review during M&A, e-discovery and litigation document classification, NDA triage, and clause extraction for compliance tracking.

Financial services and banking

Loan and mortgage application processing, KYC/AML document verification, invoice and expense processing, financial statement spreading for credit underwriting, and audit workpaper review.

Insurance

Claims document processing, policy document comparison, underwriting file review, and fraud detection by cross-referencing submitted documents.

Healthcare

Clinical notes extraction into structured EHR fields, medical records summarization for care coordination, prior authorization document review, and insurance claims and billing document processing.

Pharma

Assembling CTD modules for regulatory filings, extracting clinical and CMC data into submission-ready formats, cross-checking consistency across documents, and flagging gaps before FDA/EMA review — reducing delays and refuse-to-file risk.

Real estate

Lease abstraction, title and deed review, property inspection report summarization, and mortgage document processing.

Procurement and supply chain Live today

Invoice matching against POs, vendor contract management, customs and trade compliance document processing, and RFP response analysis. This is the same category of work as the tender response engine already running in production.

Don't see your document workflow here? That's normal — bring it to us and we'll scope what this engine looks like pointed at it.

Why this engine

One capability, re-aimed, not rebuilt.

The same core engine reads and drafts against whatever document format and data source your workflow actually uses — a new template, not a new project.

Your best people stop doing repetitive drafting.

The judgment calls that need a specialist stay with a specialist; the first-pass drafting doesn't.

The same AI SDLC discipline as a full build.

A named person reviews and approves what this engine produces — nothing ships unread.

A library that keeps growing.

Every engagement adds proof to what's already running.

Not the right fit if...

Your documents don't follow any consistent structure or pattern at all — this engine needs something to read against, even loosely. That's a five-minute conversation to confirm either way.