Independent Data & AI Consultant · GCC & Remote

From data chaos to AI confidence.

I help banks, government, and enterprise teams across the GCC turn fragmented data and stalled AI pilots into trusted platforms and production-grade AI — without a seven-figure consultancy or a full-time hire.

Book a free 30-min call See how I help
  • 25+years in data & AI
  • $580K+annual revenue unlocked
  • 30%metadata visibility gain
  • 15 yrsbanking sector depth

The problem

Sound familiar?

Most organisations don't have a data problem — they have a stuck problem. You've invested, but the value isn't showing up.

“We can't trust our own data.”

Poor data quality costs organisations an average of $12.9M a year — and quietly undermines every report and model built on it.

Gartner, data quality research

“Our data team and the business aren't aligned.”

Fewer than 44% of data & analytics teams are seen as effectively delivering value to their organisation.

Gartner survey, 2023

“We spend on data but don't make money from it.”

GCC AI adoption has reached 84%, yet only 11% of organisations can attribute real earnings to it.

McKinsey, State of AI in GCC, 2025

How I help

Five ways I get you unstuck

Each engagement starts with your problem — not my toolkit.

New

AI Agents & Orchestration

Want AI that does the work — not just answers questions?

I design and build AI agents — and the orchestration layer that coordinates them — to own a specific role end to end: a voice-of-customer agent that turns feedback into action, a data-governance & metadata steward, or a regulatory-reporting (FATCA/CRS) analyst. Wired into your systems, with guardrails, monitoring, and human-in-the-loop. Built on production agent frameworks (OpenClaw, Hermes) and custom orchestration.

→ A working agent that owns a real role — not another chatbot demo.

AI Readiness & Production Sprint

Stuck in pilot hell?

I assess your data readiness, pick one high-value GenAI use case, and help you ship it to production — fast.

→ A working AI product in users' hands, not another demo.

Enterprise Data Foundation

Data you can't trust?

I build or modernise your data platform and warehouse from the ground up — metadata, catalog, governance, lineage, and quality — architected for AI from day one.

→ A single source of truth your teams actually use.

Data & AI Strategy Advisory

Teams pulling in different directions?

The strategic guidance of a chief data officer — clear priorities, the right direction, and your data, development, and business teams aligned around shared goals.

→ Senior leadership on your data & AI — without the full-time cost.

Data Monetisation Discovery

Sitting on valuable data?

I find commercial value hidden in your existing data assets — regulatory, transactional, or customer — and build a plan to unlock it.

→ At a GCC bank, this surfaced $580K+ in new annual revenue.

Tell me what's stuck

How it works

How I take you from data chaos to AI confidence

A clear, repeatable path. It starts with understanding — I won't promise a fix before I know what's actually getting in the way.

  1. 1

    Understand

    We start with an honest look at where you are today — your data, your goals, and what's actually stuck. No pitch, no assumptions. Just a clear picture of the ground we're standing on.

  2. 2

    Diagnose

    I dig into your data, systems, and teams to find the real bottleneck — not the surface symptom. Most “data problems” turn out to be something else underneath, and naming it correctly is half the battle.

  3. 3

    Align

    Together we define what “AI confidence” actually means for you — the destination, in plain terms — so everything that follows solves the right problem, not just a busy one.

  4. 4

    Deliver

    A clear, honest roadmap, then hands-on work alongside your team — turning the plan into data and AI that run in production and earn trust, not another slide deck.

Proof

25+ years turning data into outcomes

A track record across banking, government, telecom, and smart city.

Data Governance & Metadata NEOM 2024

Led the enterprise-wide metadata and data-governance program across a $500B smart city — cataloging, stewardship, and lineage across 10+ domains — lifting metadata discoverability by 30% and strengthening AI readiness.

Data Monetisation Bank of Bahrain & Kuwait

Unlocked $580K+ in annual revenue hidden in regulatory transaction data — turning a compliance cost into a profit centre, with CEO-level visibility.

Voice of Customer Bank of Bahrain & Kuwait

Built a customer-sentiment capability — tools that mined social and public feedback and delivered decision-ready insight to stakeholders on a daily, weekly, and monthly cadence.

Regulatory Reporting FATCA/CRS · BBK

Led the FATCA/CRS regulatory-reporting transformation — vendor evaluation and solution redesign that cut $79K/year in cost with zero regulatory penalties.

Featured Speaker · Data 2030 Summit (MEA) CDMP — Certified Data Management Professional IMD Executive Certification · Change Management BEAM / Kimball Data Warehouse Design BSc Computer Science · University of Greenwich

About

Hi, I'm Ammar Rajab.

For 25+ years I've helped enterprises across banking, government, telecom, and smart city move from fragmented, reactive data to trusted, decision-ready platforms — and from AI hype to AI that ships.

I work hands-on. I sit with your business and technical teams, find the problem that actually matters, and deliver something that runs — whether that's a data platform, a production GenAI use case, or the strategy and governance to hold it together.

Let's talk

Get started

Book a free 30-minute call

Tell me what's stuck. If I can help, I'll show you how. If I can't, I'll point you to someone who can.

📅 Pick a time on my calendar

Prefer email? ammarcs@yahoo.com · +973 39744655 · LinkedIn