Document understanding engine · Early access

Every document,
read into data.Contracts, reports and scans — structured, and traceable to the source.

Cortexio Lens turns contracts, reports and scanned documents into structured, verifiable data.

1
document or a whole batch
7
steps, one pipeline
1
human check before release
lens · supply-agreement.pdf
Source · as scanned
Extracted · structured
PartiesAcme Pty Ltd ↔ Harbour Co0.98
Effective date1 Mar 20260.97
Term24 months0.95
Total valueA$480,0000.71 · review
RenewalAuto, 60-day notice0.93
Concept render · illustrative, sample content
What it is

A document, read the way a person would.

You point Cortexio Lens at a messy document — a contract, a financial report, a scanned PDF, a form. It handles the layout, tables, stamps and poor scans, and returns the fields, tables and clauses that matter as structured data. Every value links back to where it appears in the source. A person checks low-confidence values before anything is released.

Built for the teams that live in documents — finance, insurance and operations.

How it works

From a pile of documents to clean data, in one pipeline.

Ingest

Drop in PDFs, scans, photos and emails — one document or a whole batch.

You
Read

Lens reads the page the way a person would: layout, tables, stamps, poor scans.

AI
Understand

A vision-language model maps what is on the page to what it means.

AI
Extract

Fields, tables and clauses come out structured, each with a confidence score.

AI
Verify

A person checks low-confidence values; every value links back to the source.

You · gate
Deliver

Structured data flows into your systems through an API or export.

AI
Improve

Over time, your corrections will tune Lens for that document type, where you work.

You → AI
The product

Structured data you can trust, not a black box.

Reads anything

Layout, tables, bad scans

Contracts, reports, forms and photographed documents — Lens handles the layout and the mess a flat text extractor trips over.

Early access
Traceable

Every value, to the source

Each field, table and clause links back to where it appears in the document, so a reviewer can check a value in one click — no blind trust.

Early access
Fits your systems

API in, structured out

The structured result flows into downstream systems through an API or export. Over time, your corrections will tune Lens for the documents you see most.

Early access · API & export
The human gate

Nothing leaves Lens until a person has checked the uncertain parts.

Extractevery value gets a confidence score
Verify · the gatea person checks low-confidence values before anything is released
Deliveronly checked, structured data flows downstream
Confidence, per value

Lens is honest about what it is unsure of. High-confidence values pass; the doubtful ones are flagged for a human.

Traceable

Every value links back to where it appears in the source, so a check takes seconds, not a re-read.

Your rules

Set which fields always need a human sign-off, however confident the model is.

Technology · what runs it

Reading a page is a GPU workload.

Today, Lens reads and extracts through cloud model APIs, and a person checks low-confidence fields before anything is released. The step that makes it fast and private is bringing the reading model onto NVIDIA GPUs of our own.

Today · how it runs

Cloud model APIs, human in the loop

Today Lens runs on cloud model APIs for reading and extraction, with a person checking low-confidence values before release. No GPUs of our own yet.

Cloud model APIsHuman review
Next · on NVIDIA

Our own model, on NVIDIA

Next, we will fine-tune our own vision-language model on document layouts on NVIDIA GPUs with CUDA and PyTorch. We will serve it with NVIDIA Triton Inference Server and NVIDIA NIM, and use NVIDIA TensorRT so a long contract is parsed in seconds.

NVIDIA GPUs · CUDA · PyTorchNVIDIA Triton Inference ServerNVIDIA NIMNVIDIA TensorRT

Today: cloud model APIs. Next: our own model on NVIDIA GPUs.

Company

Built in Australia.

Cortexio Labs is an independent software company building Cortexio Lens. Privately held, early access, and based in Australia.

CompanyCortexio Labs
ProductCortexio Lens — document understanding engine
StageEarly access
LocationAustralia
StatusPrivately held · no outside funding
Contactshuman@cortexiolabs.com
Team
Shuman Ding
Founder

Builds Cortexio Lens: the reading models, the extraction engine, and the review loop.

Cortexio Lens is built by Cortexio Labs, Australia.

Early access

Put your hardest documents to the test.

Request early access and we will invite you to run your own documents through Cortexio Lens.