Data & analytics practice

Data Classification & Analysis

Most organisations cannot answer three questions: what data do we hold, where is it, and who can see it? We answer them, then build the governance and analytics on top.

Data Classification & Analysis

What is included

Data discovery & inventory

Automated scanning of file shares, mailboxes, databases and cloud storage; a register of what exists, where, and who owns it.

Classification scheme & labelling

A practical scheme (public / internal / confidential / restricted) mapped to UAE requirements, with automated labelling and DLP policies.

Data governance

Ownership, retention, access and quality rules with the tooling to enforce them, not a binder on a shelf.

Privacy compliance support

Records of processing, data maps, subject-request procedures and PDPL gap assessments (with your counsel).

Analysis & dashboards

Once data is trusted: KPI models, dashboards and predictive analysis for management decisions.

AI-assisted classification

Machine-learning classification for unstructured Arabic and English content at scale.

Platforms we work with

Consultancy first: recommendations come with reasons and alternatives, and we say when you do not need something.

Microsoft PurviewMicrosoft 365 sensitivity labels & DLPVaronisBigIDPower BIMicrosoft FabricSQL ServerPython

How we deliver

Discover

Scan and interview; a factual inventory of your data estate.

Classify

Scheme agreed with legal and business owners; labels and DLP applied in waves.

Govern

Ownership, retention and access rules enforced through tooling.

Analyse

Dashboards and models on the now-trusted foundation.

What you can expect

  • A data inventory and classification scheme in use, not on paper
  • Access cut to who actually needs it, with evidence
  • PDPL-ready records and procedures
  • Dashboards on data whose lineage you can defend

What it changes for your business

Classification sounds like housekeeping until you see what it unlocks: faster audits, fewer people who can leak your prices, and dashboards management finally trusts.

Per proposalthe schedule from kick-off to a classified inventory is agreed in the proposal
4labels: a scheme staff actually use, not a 12-tier policy
AR + ENAI classification evaluated on Arabic and mixed content
1register answering: what we hold, where it is, who sees it

An illustration

An illustration, not an account of a past project: a trading company of around 120 staff keeps price lists, customer contracts and HR files on one shared drive that everyone can open. Discovery maps the drive, the mailboxes and the ERP exports; the four-label scheme goes on in waves; access to commercial and HR data is cut to the teams that need it, with an approval trail. When a large customer sends a security questionnaire, or a PDPL query lands, the answers come from the register rather than from a panicked crawl through folders.

Frequently asked questions

Is this a legal compliance service?

We deliver the technical and organisational side: inventory, classification, controls, records. Legal interpretation stays with your counsel, with whom we work directly.

How long does a first classification take?

It depends on how many repositories are in scope, how quickly access is granted and how many exceptions the scheme has to carry. The timetable for your engagement is agreed in the proposal; labelling and DLP roll out in waves after the scheme is settled.

Does it work on Arabic documents?

Yes, our AI-assisted classification is evaluated specifically on Arabic and mixed Arabic-English content.

Do you need to copy our data out to analyse it?

No, we work inside your environment wherever possible. Where a copy is unavoidable it is agreed in writing, minimised, and destroyed at the end of the engagement.

Will classification slow our staff down?

Done properly, no: most labels are applied automatically, defaults are sensible, and staff only choose a label where the choice genuinely matters. The scheme is designed with your teams, then piloted on one department before it goes wide.

Start with a conversation

An initial consultation with a consultant rather than a salesperson, about your IT, security or systems question.