BusinessOpportunities
Turn an early possibility into a decision. We help clients define the opportunity, understand who values it and test whether the business can capture that value.
Explore opportunities →AI, analytics and management consultancy · UAE, Saudi Arabia and GCC
Decisions that hold up in a changing world.
Business environments constantly evolve. While this creates opportunities, it can also introduce threats and expose inefficiencies. Marketways helps clients identify credible opportunities, improve how their organisations work and respond to risk. We combine business understanding with statistical rigour and quantitative thinking to help our clients navigate dynamic business environments.
Established in 2005Two decades of consulting and research experience.
Based in DubaiRegional roots with work across the GCC.
Business and statistical depthManagement understanding supported by quantitative rigour.
Contemporary capabilityStatistics, econometrics, machine learning and AI.
Three service streams
We help clients detect…
BusinessEfficiency
Improve performance with care for the whole system. We examine how work, people, assets and decisions interact before recommending a change.
Explore efficiency →BusinessThreats
Recognise threats from a changing environment, weak controls or outdated thinking. We help clients understand exposure and choose a proportionate response.
Explore threats →Why Marketways
Business understanding, regional experience and statistical depth.
Established in Dubai in 2005, Marketways combines two decades of consulting and research experience with statistics, econometrics, machine learning and AI. We work across the GCC and remain close to the business question throughout the engagement.
Who we are →How we approach the work
Business reality, represented with statistical rigour.
We begin with the organisation as it actually operates, build the evidence into a defensible model and keep the analysis aligned with the decision it must support.
01
Business understandingDefine the decision, understand the operating system and establish what success must mean in practice.
02
Statistical rigourModel relationships, uncertainty, behaviour and constraints using evidence appropriate to the question.
03
AlignmentConnect the analysis to management judgement, practical action and a benefit the client can observe.
Methods beneath the advice
Rigour is part of the engagement.
Our methods library shows how we move from a business question to evidence that can support a decision.
Statistics & Econometrics
Causal Inference & Experimentation
Test whether an action produced the result that followed and what would probably have happened without it.
ExploreStatistics & Econometrics
Bayesian Inference & Decision Models
Update a decision as evidence develops while keeping prior knowledge and uncertainty explicit.
ExploreForecasting, Risk & Optimisation
Forecasting & Time-Series Analysis
Separate trends, cycles, seasonality and shocks to build a forecast that management can interpret.
ExploreProcess, Workflow & Systems
Process Mining
Reconstruct how work actually moves through systems and identify delay, rework and unexpected routes.
ExploreMarket, Customer & Behaviour
Sentiment, Emotion & Response Analysis
Examine language, voice, expression and behaviour to understand how responses change across an experience.
ExploreMachine Learning
Model Evaluation & Validation
Test whether a model remains reliable for its intended decision, population and operating conditions.
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Selected client work
See the thinking in practice.
These cases show how business understanding, analytical methods and client decisions come together in an engagement.
Government & Public Sector
Using LLM & NLP to Benchmark Services to People of Determination
Language and text analysis organised more than 200 sources and 5,000 pages into comparable service, benefit and beneficiary categories.
ExploreGovernment & Public Sector
Analysing the Impact of Fast-Food Advertising on Children’s Consumption
Regression analysis connected measured advertising exposure with family surveys and consumption behaviour.
ExploreBanking & Financial Services
Real-Time AML Risk Intelligence Using Bayesian Networks
Bayesian networks helped update risk as new transaction evidence arrived while keeping uncertainty visible.
ExploreTransport & Logistics
Fleet Optimisation for a Large Logistics Organisation
Fleet, route and driver evidence supported decisions about utilisation, operating performance and service reliability.
ExploreRetail & Luxury
Brand Perception Mapping for a Luxury Watch Brand
Customer research mapped how the brand was perceived across attributes, audiences and competing choices.
ExploreService Operations
Service Delivery Transformation for a Nationwide Service Provider
Mystery-shopping and service evidence identified where the customer promise was breaking during delivery.
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Latest thinking
Ideas worth examining more closely.
Articles, guides and worked examples connect current questions with the methods and services used to address them.
Article
What Is Quantitative Risk Management?
How probability, exposure and changing evidence produce a richer view of risk.
ExploreArticle
When Risk Management Becomes the Risk
Why red, amber and green matrices can hide the risks that matter most.
ExploreArticle
Customer Journey Mapping for Digital Account Opening
A worked application of journey evidence, process data and behavioural analysis.
ExploreArticle
A Customer Journey Map Should Be a Behavioural Model, Not Just a Diagram
How to measure routes, touchpoints and outcomes instead of drawing an assumed journey.
ExploreArticle
How to Create a Realistic Customer Journey Map
A practical guide to combining customer research with evidence of actual behaviour.
ExploreWorked Example
Quantifying the Impact of Regional Conflict on Dubai’s Real Estate Market
A viewable white paper on measuring how regional conflict affects a connected market.
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Bring us the decision that matters.
We can help clarify the question, examine the evidence and shape an engagement around the action you need to take.