PRODUCTS · Data Refinery

Your raw data, turned into training data.

Most organisations already own the data their AI needs. It is just unusable: scanned, inconsistent, unlabelled, spread across formats and decades. Data Refinery is the team and the pipeline that turn it into a verified dataset, in Arabic or English, in weeks.

WHAT WE BUILD

Built for the work, not adapted to it.

01

Any format, any condition

Scanned PDFs, handwritten forms, sensor logs, spreadsheets, audio and video, in whatever state the archive is in.

02

Cleaned, labelled, verified

Our data scientists de-duplicate, normalise and label the material, then verify a sample of every batch by hand before it is released to you.

03

Arabic and English

Gulf Arabic, classical Arabic and English handled natively, including mixed documents and dialect.

04

Delivered as yours

The dataset, the labelling guide and the tooling are handed over. It runs inside your network from the first day.

IN PRACTICEIn a representative engagement, ten years of a ministry's inspection PDFs became 640,000 verified training examples in six weeks, at a third of the in-house cost.

HOW IT RUNS

On your infrastructure. Owned by you.

Air-gapped when it has to be

Deployed on your servers, inside your borders. Nothing has to leave the country.

Arabic and English, natively

Models trained on Gulf Arabic and English, on your documents and your dialect.

Source code delivered

You receive the code, the models and the training. Your team runs it; our engineers stay on call.

Thirty days to a prototype

A working system on your real data in a month, then a fixed-scope build integrated with what you already run.

CONTACT

Tell us the mission. We'll tell you how we'd build it.

One briefing, no obligation. A blueprint and a fixed price within seven days.

Question 1 of 6

What's your name?

We'd love to know your name.

Prefer email?

Doha, Qatar · Headquarters
Dubai, UAE · Regional Office

Talk to us