AI transformation, across industries

We build the AI-native enterprise.

ntell is an AI transformation company. We work with banks and fintechs, governments, consumer goods companies and investors to find where AI creates value, build it into the way they run, and stay until it is in daily use.

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Financial servicesGovernmentFMCG and consumerM&A and value creation Scroll

Who we are

One partner for AI transformation, across industries

ntell helps institutions and enterprises put AI to work. We bring the strategy, the products and solutions, and the change that makes them stick, as one team that works inside your organisation.

  • Strategy and transformation

    We find where AI creates value in your business, size it in your own numbers, and set the order to build it in.

  • Products and solutions

    We build the agents, models and platforms, inside your systems and on your data, tailored to how you really work.

  • Adoption and change

    We stay until your teams use it every day, with the training, incentives and tracking that make the change last.

Our mission

To turn complex data into clear insight, so that institutions decide faster and better, and the people they serve get simpler, safer experiences.

  • Insight first

    We start from the decision a client has to make, and work back to the data and the model.

  • Trust by design

    Security, privacy and compliance are built into everything we make, not added afterwards.

  • Local where it matters

    Regulation, language and business culture differ by market. We work close to each one.

  • Partners, not vendors

    Senior partners stay close to every engagement and answer for its outcome.

What we do

From a first idea to systems in daily use

Four kinds of work, usually delivered together. You can start with any one of them.

  • Advise

    AI strategy and transformation

    The plan: where to play, what it is worth and what to build first.

    • Opportunity mapping and business cases
    • Operating model and organisation redesign
    • Roadmaps owned by your leadership

  • Build

    Bespoke AI solutions

    Working software, built around your workflows and exceptions.

    • Agents that take work off teams
    • Decision intelligence and forecasting
    • Assistants grounded in your own knowledge

  • Equip

    Products and platforms

    Our own products, deployed on your cloud or on-prem.

    • A data and AI platform as the foundation
    • Secure GenAI for regulated settings
    • Industry solutions on top

  • Embed

    Adoption and governance

    The change around the technology, so the value is real.

    • Change management and training
    • AI governance and model risk
    • Value tracked against agreed measures
  • Explainable
  • Secure by design
  • Human-in-the-loop
  • API-first
  • Built for regulated markets
  • Cross-border

Industries

Across industries, one way of working

For each one: where AI creates the most value today, and what we bring to it, whether that is an ntell product or something built for you.

ntell productone of our own products covers itBespokewe build it for you

Banks · fintechs · insurers · exchange houses

Fintech and financial services

Built around your data, your rules and your people.

From how money moves to how risk is judged. We build the platforms, the models and the decisions behind them, on your cloud or on-prem.

See the risk suite at work

  • Payments

    Real-time and cross-border payments, with risk and credit signals scored on every transaction.

    ntell SPRINT

  • Core banking and lending

    Customer-facing and back-office platforms, connected to your core systems and markets.

    Bespoke build

  • Fraud and financial crime

    AML, counter-terrorist financing and fraud, from the first alert to the filed report.

    ntell GALLOP

  • Risk management

    The whole book in one view, with early warnings and an analyst agent that explains the cause.

    Portfolio 360°

  • Modelling

    Every model built in-house on your data, watched for drift and retrained under governance.

    Model Studio

  • Credit and risk decisions

    Policy built, tested and shipped as a no-code flow by the risk team itself.

    Arbiter

  • Regulatory and board reporting

    Management, board and regulatory reports without code, refined in plain English.

    ntell STRIDE

  • Data sharing and open finance

    Financial data shared and monetised between institutions, under consent controls.

    ntell CANTER

  • AI governance and model risk

    A model inventory, explanations and an audit trail your regulator can test.

    ntell REIN

Inside the risk suite

Three products on one data layer, working as one loop.

The screens below are illustrative and run on demo data. The figures are not client results.

Product 01 · Risk intelligence

Portfolio 360°

A senior risk analyst, always in your pocket.

The whole book in one view, before and after origination. AVA, the analyst agent, finds the cause behind a number and shows its working.

  • Standard and custom analytics
  • Any cut, any segment
  • Insights in minutes
  • Knows your processes
Portfolio 360°Demo dataRetailSMECorpAsk AVA
30+ DPD3.8%+0.4 pp
90+ DPD1.6%+0.1 pp
Net loss1.9%-0.2 pp
Roll B1 to B218.2%+2.1 pp
Cure B171.2%was 78.4%
Recovery34%+3 pp
Red alertQ2 personal loan cohorts are over appetiteAsk AVA why
AVAAI risk analyst

Why did 30+ DPD rise in the Q2 personal loan cohorts?

  • Read the static pools for every Q2 cohort
  • Compared channels, segments and collection teams
  • Isolated the accounts that drive the rise

Most of the rise comes from a small set of accounts in two cohorts. Here is the cause, the evidence and the account list.

Send to collectionsShow accountsDraft a rule in Arbiter

Product 02 · Business operations

Model Studio

Build, test, deploy and govern every model in-house, on your own data.

One low-code studio from data to champion. Every live model is watched for drift, then retrained under governance your regulator can test.

  • Acquisition
  • Underwriting
  • Pricing
  • Collections
  • Provisioning
Model StudioDemo dataExperiments · Retail

Leaderboard Champion

ModelAUCGiniKS
XGBoost v140.810.620.45
LightGBM v90.800.600.43
LogReg v60.770.540.39

Why · SHAP

Utilisation ratio
Bureau score
Estimated income

Live monitoring · PSI, last 6 months Retrain

limit 0.25
.05
.07
.10
.14
.22
.28

Alert: PSI is over the limit. Retrain queued.

Product 03 · Credit operations

Arbiter

One decision engine for every risk decision the bank makes.

Risk teams build, test and ship policy as a flow, with no code and no IT queue. Every change is versioned, backtested and approved by a second pair of eyes.

  • Credit risk
  • Fraud risk
  • Operational risk
  • Market and liquidity risk
Personal loan · Salary transferDemo datav13 · DraftTestSubmit for approval
Applicationreceived
Fraud checkPass
BureauPass
AffordabilityPass
ScorecardPass
Approve

Decision

Approved in real timePriced within portfolio and liquidity limits. Every input is kept for audit.

No code · one engine

Risk teams build and change rules themselves. The same engine serves cards, auto, mortgages, SME and trade finance.
  1. See it.Portfolio 360°
  2. Ask why.AVA
  3. Fix it.Model Studio · Arbiter
  4. Prove it.Backtest and validation
  5. Ship it, and watch itAll three, in one loop

Ministries · regulators · public service providers

Government services

Services that reach people before they have to ask.

Abu Dhabi has set the reference point: its published digital strategy for 2025 to 2027 aims for an AI-native government, with services that are proactive, multilingual and run on sovereign infrastructure. We help public bodies build towards that standard.

  • Proactive services

    Services triggered by a life event, such as a birth, a move or a new business, with no form to fill in.

    Bespoke agents

  • One front door

    A single place to ask, with requests routed and resolved across departments behind it.

    Bespoke build

  • Assistants for citizens and officers

    Voice and text help in Arabic and English, grounded in approved policy, with a hand-off to a person.

    ntell TROT

  • Licensing and compliance

    Instant guidance for businesses, and faster, more consistent eligibility decisions.

    Decision engines

  • Drafting and summaries

    Policies, memos and correspondence drafted and summarised in minutes, in both languages.

    ntell SPEED

  • Demand and resource planning

    Service demand forecast ahead of time, so staff and capacity are in the right place.

    Forecasting models

  • Sovereign data and AI

    One governed data layer and models that run in-country, on your cloud or fully on-prem.

    ntell PACE

  • Governance and public trust

    Every model on record, every decision explained, and a person in the loop where policy needs one.

    ntell REIN

Manufacturers · distributors · consumer brands

FMCG and consumer

Sharper decisions, from the plant to the shelf.

Price, promotion, media and stock decisions all land on the same product. We help consumer companies make them together, on one view of the data, instead of one model per team.

  • Pricing and revenue growth

    The right price and pack for each product and channel, as costs and demand move.

    Pricing models

  • Trade promotion

    Which promotions earn back their cost, once you remove the sales that would have happened anyway.

    Promotion optimiser

  • Demand sensing and supply

    Short-term forecasts from live sales signals, to decide how much to make and where to hold it.

    Forecasting models

  • Availability and distribution

    Gaps on the shelf and in the distributor network found early, before the sale is lost.

    Bespoke agents

  • Sales force and route to market

    Which outlets to visit, what to sell in, and a copilot that prepares each call.

    ntell TROT

  • Media and brand

    Where the next unit of spend works hardest, measured against real sales.

    Decision intelligence

  • Reporting across entities

    Management and board reports across brands, countries and distributors, without the manual build.

    ntell STRIDE

  • One data foundation

    Sales, supply, finance and distributor data in one governed layer that every model shares.

    ntell PACE

Owners · investors · acquirers · roll-ups

M&A and value creation

We make mid-size companies better, and worth more.

The best acquirers buy good companies and then improve them. We bring that discipline to mid-size businesses: we add value, lift the valuation and leave the company stronger than we found it.

  • AI in due diligence

    The AI upside in a target, and the risk of AI disrupting it, sized before you sign.

    Opportunity map

  • A value plan ready on day one

    Built with management between signing and close, so work starts the day the deal does.

    Value creation plan

  • A few use cases, fast

    Two or three high-value use cases piloted quickly, then scaled where they prove out.

    Bespoke agents

  • One playbook across the portfolio

    A shared engine reused in each company, instead of a separate project in every one.

    ntell PACE

  • Faster integration

    Systems, data and processes of acquired companies brought together with less friction.

    Integration agents

  • Value the board can see

    Adoption and impact tracked each month against the plan, in the owner's own numbers.

    ntell STRIDE

  • Exit readiness

    The gains quantified and the capability embedded, so both show in the valuation.

    Evidence pack

Leadership teams · any industry

AI transformation

From a first use case to an AI-native operating model.

Most organisations now use AI. Far fewer have redesigned the work around it, and that is where the value is. We help leadership teams make that shift in any sector.

  • Strategy and focus

    A few end-to-end plays tied to business outcomes, owned by leadership rather than by IT.

    Opportunity map

  • Workflow redesign

    Work rebuilt around people and agents together, instead of AI added on top of old steps.

    Bespoke agents

  • Data and agent platform

    One governed foundation, so each new use case is easier to build than the last.

    ntell PACE

  • Secure GenAI at work

    Drafting, summarising and analysis for every team, with your data kept out of model training.

    ntell SPEED

  • Governance and controls

    What each agent may do, who approves it and how it is audited, designed in from the start.

    ntell REIN

  • People and skills

    Role-based learning and new ways of working, so adoption is real and lasting.

    Adoption playbook

  • Value tracking

    Results measured on agreed KPIs and on the P&L, not on the number of pilots.

    Value dashboard

What is changing

Companies are shifting to small teams amplified by AI

AI now does real work at every stage of a process, inside the right controls. Organisations that rebuild around it move faster, decide with more context and carry less cost. Those that add it on top of old workflows mostly stay where they were.

TodayMany layers. Slow and expensive.

NextSmall, exceptional teams, amplified by AI.

Small, exceptional teams × AI leverage > large teams × manual process.

The gap

Almost every enterprise has AI in the plan. Very few have it in their results. The technology is ready. What is missing is the work of building it into the systems, decisions and habits of each organisation

What it takes

  1. Go deep into your context

    Workflows designed around how your teams really work, exceptions included.

    Not choosing a tool first, then bending the work around it

  2. Size the value before the build

    Every opportunity measured in your own numbers and tied to a business outcome.

    Not solving problems where the value never shows up

  3. Treat adoption as the job

    Change management that links daily use to incentives and to results.

    Not calling go-live the finish line

How we work

One team, from diagnosis to results you can verify

Strategy, engineering and change management in a single team that works inside your organisation, not alongside it.

Deploy

Bespoke deployment

Built on site, so the solution fits the real work from day one.

  • Forward-deployed with your teams
  • Built inside your live systems
  • Handles the real exceptions

Partner

Strategic partnership

Aligned to the outcomes your business is run on.

  • Use cases chosen by outcome
  • Roadmap co-owned with your leadership
  • Business case agreed with Finance

Adopt

Change management

We stay until the outcome is achieved.

  • Adoption tracked with your leadership
  • Incentives aligned to results
  • Your teams trained to run it

Regulated, explainable, outcome-led

What sets us apart

Designed for organisations that need AI to work inside real regulatory and operational constraints.

  • AI-native from day onefounded in the AI era, not retrofitted
  • Regulation-awarecontrols are designed in, not added afterwards
  • Small senior teamsthe people who scope the work are the people who build it
  • Outcome-focusedwe are measured on the result, not on the hours
  • Fast time to valueshipping in weeks, improving every week
  • No lock-inbuilt on your stack, and yours to run without us

How we engage

Five stages. You know what you get at each one.

Scope and success measures are agreed up front and tied to a business result. Management decides at the end of each stage, and no stage starts before the last one is signed off.

  1. Stage 1

    Discover

    Understand the decision, the data and the constraints.

    • Map systems, data and workflows
    • Baseline the KPIs on your own numbers
    • Agree scope and success measures

    You getA decision brief

  2. Stage 2

    Design

    Shape the product or solution, and its controls.

    • Read the systems and logs, not only the workshops
    • Co-design the target workflow with your teams
    • Design the controls in from the start

    You getA solution and control design

  3. Stage 3

    Build

    Develop, integrate and test with your team.

    • Build inside your live systems
    • Backtest on history before go-live
    • Release every week, shaped by the users

    You getA working, integrated product

  4. Stage 4

    Launch

    Go live, with security and compliance signed off.

    • Shadow mode first, then a staged rollout
    • Security and compliance sign-off
    • Train the teams that will run it

    You getA signed-off go-live

  5. Stage 5

    Evolve

    Monitor, improve and extend what is in production.

    • Track adoption and value, with an owner per metric
    • Extend to more products, teams and entities
    • Hand over code and runbooks to your team

    You getA monitored, improving service

How we deliver

On your cloud or on-prem. Your data stays with you

On cloud

  • In your own cloud account and region
  • Data stays inside your tenancy

On-prem Most control

  • Fully gated: every link passes your gates
  • Air-gapped: no outside network, updates arrive offline
  • Your servers, in your own data centre

In both, you own it all

  • Your modelsLLMs and ML models run in your environment.
  • Your contextPrompts, policies and knowledge stay in your systems.
  • Your dataData stays inside your organisation at every step.
  • Your IPCode, models and runbooks are yours to keep.

Where we operate

Headquartered in Dubai, growing region by region.

Dubai is the base: home of leadership, product and engineering, in a time zone that reaches the Gulf, Europe, Africa and Asia in a single working day. The branches below are planned, and will be announced as each one is established.

  • United Kingdom

    Planned branch

    European gateway, with access to the UK financial-services ecosystem.

  • Iraq

    Planned branch

    Local presence for the Iraqi banking and enterprise sector.

  • Dubai, UAE

    Headquarters

    Strategy, product, engineering and partnerships, and in-country presence for UAE institutions.

  • Singapore

    Planned branch

    South-East Asia hub for AI partnerships.

  • APAC

    Target region

    Wider Asia-Pacific market development and delivery.

Who builds it

Operators and builders, not only advisers

We are a team of operators, strategists and engineers who have spent our careers building solutions, transforming businesses and leading the teams that do both.

We have built financial services products across B2B and B2C, led the growth journeys of several unicorns, and run group companies with a presence across many countries.

We bring hands-on experience of agentic AI: designing the solutions, implementing them in production, and turning them into value the business can measure.

Team

People who build it with your teams.

  • [ Name ][ Role ]
  • [ Name ][ Role ]
  • [ Name ][ Role ]
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Next step

Let’s talk. Start the conversation

Whether you are exploring an AI use case, a product or a partnership, a short conversation is the best starting point.

  • Quick start

    Introductory call

    An open conversation about your priorities, and where AI can help.

    • Your goals and constraints
    • Relevant ntell capabilities
    • Suggested next steps

  • Focused Recommended

    Use-case workshop

    A working session to shape one concrete use case into a scoped proposal.

    • Use-case definition and review
    • Approach and risk considerations
    • Indicative scope and plan

  • Strategic

    Partnership discussion

    For institutions, platforms and regional partners interested in working together.

    • Joint opportunity mapping
    • Regional go-to-market
    • Commercial structure
contact@ntell.ai
Phone
[ Phone number ]
Headquarters
Dubai, UAE
[ Office address ]