Marketways is a quantitative consultancy. We use statistics, econometrics, forecasting, optimisation, machine learning and AI to help businesses understand evidence and make better decisions.
We connect business understanding with statistical understanding
We begin with the operating reality and the decision management needs to make. We then select and adapt the statistical concepts that can represent the problem responsibly. The resulting model is specific to the decision. It defines the outcomes, drivers, constraints, uncertainty and available actions for that case.
Different questions require different models, assumptions and tests. We adjust the variables, model form, validation and decision thresholds to the evidence and operating conditions. We then connect the result to an action and measure the business value.
The business question leads the work. We choose and combine methods according to the decision and the evidence available.
Methods & Technologies
Data Foundations & Business Intelligence
Data foundations and business intelligence turn records from different systems into consistent measures that management can trust, investigate and use as the basis for deeper analysis.
Statistics & Econometrics
Statistics and econometrics help management decide whether a reported difference is meaningful, what factors explain it and whether the evidence supports changing a policy, price or investment.
Forecasting, Risk & Optimisation
Forecasting, risk modelling, simulation and optimisation help management prepare for uncertain future conditions and select a feasible action within real operating constraints.
Machine Learning & Predictive Analytics
Machine learning helps a business classify, predict or detect patterns across more cases than people can assess consistently, provided the model improves a defined decision or workflow.
Process, Workflow & Systems
Process, workflow and systems methods show how work actually moves and help management redesign tasks, decisions, information, technology and control around the complete operating result.
Market, Customer & Behavioural Analytics
Market, customer and behavioural analytics help leaders decide which customers to serve, what they value and how differences in behaviour should change an offer, price, channel or experience.
Research & Evidence Collection
Research and evidence collection obtain information that operating systems do not contain, including what people experience, why they behave as they do and how widely a view is shared.
AI Solutions
Apply AI to opportunities, transformation, capability, agentic workflows and evaluation through the existing Marketways AI routes.
How methods work together
A survey collects structured evidence. Statistical and econometric analysis can then test differences between groups, examine relationships and show how strongly the evidence supports a result. Qualitative work adds the language and context that coded responses can miss. Marketways combines these forms of evidence when the business question requires it.
How methods connect to services
Service pages explain the business work Marketways undertakes. Method pages explain the analytical, research and design approaches behind that work. We select a method because it fits the question, the evidence and the decision.