AI & GenAI · Document intelligence · DocEaze
Documents in, grounded data out.
DocEaze turns scans, PDFs, forms and dense tables into accurate, traceable, structured JSON — with PII masked inside your cloud and every value linked to its exact spot on the page.
Why document extraction is hard
Four problems DocEaze is built to solve.
Heterogeneous inputs
Clean PDFs, poor scans, filled forms and dense tables — no single OCR method reads them all well.
Zero-hallucination accuracy
Underwriting and claims decisions carry financial and regulatory weight; fabricated values are not an option.
PII and compliance
Health, identity and financial data must be masked before any LLM sees it.
Cost at scale
Running the most expensive OCR on every page is wasteful.
How it works
Three stages, one uniform contract.
01
Format-aware OCR
Each document is routed to the cheapest method that reads it accurately: direct text, high-accuracy OCR or layout-aware table OCR.
02
PII masking
A local model masks personal data inside your cloud, keeping layout intact.
03
Extraction agents
One agent per document type returns key-value JSON, grounded in the OCR text.
Illustrative output: a value the agent cannot find is returned as missing, never guessed.
Features and benefits
What you get, and why it matters.
Feature
Benefit
Format-aware routing
Selectable text, scans and complex tables each go to the right OCR path.
Lowest cost that still meets the accuracy bar — heavy OCR only where it is needed.
Grounded extraction
Every value carries its page and bounding box.
Reviewers verify any number in seconds; “no hallucination” is checkable, not claimed.
Local PII masking
Detection and masking run on infrastructure inside your subscription.
Unmasked data never leaves your boundary — simpler compliance review.
Domain extraction agents
Medical, finance and KYC agents today; new domains added as agents.
Add a new document type without rewriting the pipeline.
Uniform JSON contracts
Structured JSON at every boundary between stages.
Swap an OCR model or add an agent without touching the rest.
Runs in your cloud
Single subscription, single boundary — e.g. Azure GPU VMs, Document Intelligence and AI Foundry agents.
Data residency, network isolation and access governed by your own policies.
Proven in production
Already reading thousands of applications a day.
98.5%
acceptance rate in production
3,000+
applications processed daily
15–20m→2–3m
underwriting review time per case
Bring your hardest documents. See them read accurately.
Share sample scans, forms or statements and we will show grounded, structured output on your own documents.