Juros-AI
// applied AI · a Juros Group company

Software that shows its work.

Juros-AI builds practical AI for high-stakes decisions — every claim traced to its source, every process running on systems you control. We never collect, transmit, or store your data — on any product. Three products, across law, news and the back office.

▸ Aperture e-discovery ▸ writ.news corroboration ▸ Invoice invoice extraction evidence-grounded · on-premise · zero data collection · auditable
// the approach

Most AI asks you to trust it. Ours is built to be checked.

One discipline runs through everything we ship: nothing is asserted that can't be shown — and nothing leaves your building to prove it.
01

Cited to the source

Every claim carries the exact words it came from. A finding that can't cite its source is dropped, not shown.

02

Weighed across the record

Answers are corroborated across the whole body of evidence — never taken on a single voice.

03

Your data never leaves

On-premise by default. The model comes to your data on hardware you control — we never collect, transmit, or store a byte of it. Nothing is sent home, on any product.

// products

One idea, three kinds of evidence.

A legal production, the day's news, a business's invoices — each shows exactly what's behind its output, and never invents what the source doesn't say.

E-discoveryOn-premise

Aperture E-Discovery

Reads an entire production and returns every contradiction and every fact — each tied to the exact words in the source. It finds where the record disagrees with itself, air-gapped on the firm's own hardware.

Explore Aperture → aperturelegal.com ↗
matter · Smith v. Jones · contradiction map
DOC-00417 · email · 12 Mar 2019
"…the shipment left our dock on the 12th, tracking to follow."
⟂ contradiction · temporal
DEPO-002 · ¶14 · R. Vale
"…we did not ship until the 19th. I'm certain of the date."
✓ both spans verbatim-verified in source
NewsPublic · free

writ.news

Clusters the day's news and scores how well each story is actually supported across independent outlets — and says so plainly when a claim rests on a single voice. A free browser extension checks any page you're on.

Explore writ.news →
88
STRONG CONSENSUS
Trump orders reduction in US–South Korea drills
28 sources · 12 independent · 0 dispute · 14 countries
67
BROADLY SUPPORTED
EU foreign chief vows expanded sanctions list
4 sources · 4 agree · rests on one statement
35
SOURCES CONFLICT
Reported ceasefire terms disputed by both sides
11 sources · sources contradict the central claim
Invoice extractionOn-premise

Invoice by Juros-AI

Reads any invoice — any vendor, any layout, PDF or scan — and lifts the parties, line items and totals into clean data, entirely on your machine. Deterministic: it never invents a value the page doesn't state, and anything doubtful is flagged for a person. No templates, no cloud, no per-page fee.

Explore Invoice by Juros-AI →
invoice.pdf  →  clean structured data
# read on-device · no template · nothing uploaded
✓ Seller · Buyerparties matched
✓ Invoice no · dateBP-10427 · 05 Sep
✓ Line items · totals4 lines · 9,115.20
✓ Excel · CSV · JSONexport
⚑ 2 fields → Issuesnever guessed
On-premise server hall
// on-premise by default

Your data never leaves the building.

Privileged documents, confidential matters, your own rate book — the model comes to the data, not the other way around. Air-gap the deployment and watch the wire. That's a claim you can check, which is the only kind we make.

$ tcpdump -i any host juros-ai  →  0 packets captured
// the group

Juros-AI is the software venture of Juros Group.

A Dubai-based group with two businesses — one in on-premise software, one in global industrial trade.

Visit Juros Group ↗
// common questions

Questions, answered plainly.

What is Juros-AI?

Juros-AI builds practical, on-premise AI that shows its work — every output traced to a source, running on systems you control. It's a Juros Group company.

What products does Juros-AI make?

Three: Aperture E-Discovery (law), writ.news (news corroboration), and Invoice by Juros-AI (invoice data extraction).

Does Juros-AI run in the cloud?

No — on-premise by default. The model comes to your data on hardware you control; nothing leaves the building.

How do I get in touch?

Email info@jurosglobal.com.