Innovation in Action

Our AI story – the journey so far, how we do AI responsibly, and the use cases delivering real outcomes.

A message from our Group CEO

Building a more digital, data-driven and
AI-enabled bank.

“Our approach is to embed AI deep within our culture, ensuring our technology directly empowers our workforce and simplifies the banking experience for our customers. As we advance our AI-enabled transformation, we will continue to invest in our talent, innovation and the future of banking, further strengthening our position as the leading banking group across the region.”

Shayne Nelson
Group Chief Executive Officer, Emirates NBD

Emirates NBD Group Chief Executive Officer

Our AI journey

From automation to AI-enabled banking.

From a data foundation to the region’s leading AI bank – and what’s next.

scheduleBefore 2017 | Early AI foundations

Early investments in automation, RPA and intelligent service capabilities began shaping smarter ways of working across Emirates NBD.

schedule2017 - 2020 | Technology transformation

A major  1 billion technology transformation laid the foundations for a more digital, data-driven, AI-enabled bank.

schedule2021 | Building AI capability and AI talent

The Advanced Analytics Centre of Excellence and School of Data Sciences strengthened AI and analytics delivery across the workforce.

schedule2023 – 2024 | GenAI acceleration

Generative AI opened new opportunities across productivity, operations, customer engagement and employee enablement.

schedule2025 | Enterprise use cases

AI and advanced analytics scaled across Emirates NBD’s customer service, risk, compliance, collections, operations and enterprise productivity use cases.

schedule2026 | Regional AI leadership

Emirates NBD was ranked the region’s leading AI bank, with more than 100 active AI use cases across the enterprise.

Our AI principles

AI you can trust.

Eight principles applied to every use case – from the first idea to production, with people in the loop:

01 · Accountability & Human Oversight

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Every AI system has an accountable human owner. People, not algorithms, remain in charge, with oversight matched to the potential impact of each decision.

02 · Fairness & Consumer Protection

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Our AI is designed to treat customers fairly. We work to prevent discrimination, bias, manipulation and unsuitable targeting.

03 · Privacy & Data Stewardship

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The data used by our AI is accurate, relevant and appropriately protected throughout its lifecycle. Personal data is processed only as permitted and never used beyond its intended purpose.

04 · Transparency, Auditability & Traceability

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We are clear about when and how AI is used. Decisions are documented so they can be reviewed, audited and, where appropriate, explained or reconstructed to customers, auditors and regulators.

05 · Lawful & Purposeful Use

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Every use of AI has a legitimate, approved purpose and complies with applicable laws, regulations, and our own policies. AI is used only within the scope for which it was approved.

06 · Safety, Security & Resilience

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Our AI systems are built to be reliable and secure against error, misuse and attack. When something fails, systems fall back safely so customers can continue to bank with confidence.

07 · Proportionate Control

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The greater the potential impact of an AI system, the stronger the controls around it. Governance is concentrated where the risk to customers and society is highest.

08 · Continuous Improvement

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We monitor how our AI performance and keep improving it – learning from operational data, feedback, market developments, complaints, incidents and changes in technology, regulations and customer expectations.

Lifecycle for responsible AI delivery.

Five stages. Three lanes. Gated progression. Every AI use case at Emirates NBD moves through five stages on our Leap AI Platform, and at each stage we look at it through three perspectives: Readiness gates sit between every stage, and a use case advances only when the gate is cleared.

Discover and onboard 01

We frame the problem, screen the risk, and provision the ground.

Business outcomes — a clear problem statement with measurable success criteria, owned by an accountable business sponsor.

View the full stage

Incubate (proof of concept) 02

We prove the value and set a baseline for the controls.

Business outcomes — a performance baseline, agreed measures that matter, and an identified pilot group.

View the full stage

Pilot 03

We move to a controlled rollout with real users and real telemetry.

Business outcomes — a controlled release to the pilot group, with adoption and impact tracked throughout.

View the full stage

Production and adoption 04

We launch, scale, and embed the solution in the business.

Business outcomes — a scale-up to the target users, adoption support, and hypercare through the early days of production.

View the full stage

Operate and evolve 05

The solution settles into steady-state operations under continuous governance.

Business outcomes — benefits tracked and outcomes evaluated over time.

View the full stage

Built-in safeguards

Safeguards engineered into the platform

Because every use case is built on the Leap AI Platform, it inherits a common set of controls automatically. These aren’t forms to complete. They’re part of the platform itself: