
Business Metrics Forecasting with Machine Learning
We build machine-learning forecasting for the metrics that drive your business (demand, revenue, churn, capacity) so you can plan on what’s likely to happen rather than react to what already has.
About the service

Most reporting shows what has already happened. Forecasting shows what is likely to happen next. We build machine-learning models on Azure ML and Fabric Data Science that predict the metrics that matter to you, grounded in your own history, integrated into your reporting, and explainable enough that the business trusts and acts on them.
What you get
Plan on what’s likely
Forecasts grounded in your own data replace guesswork and stale year-on-year assumptions.
Fewer surprises
Forward-looking signals on demand, churn or capacity give you time to act.
Explainable predictions
Models whose drivers are visible, so the business trusts and uses them.
Insight where decisions happen
Forecasts land inside the reports your teams already use.
Better resource decisions
Anticipating change means smarter planning of stock, staff and spend.
Plan ahead with better forecasts.
Let’s talk







Proof, not promises





Dawid Detko
Let’s talk about Business Metrics Forecasting with Machine Learning.
Book a free consultation: an hour with an architect, no obligation, and a plan you can act on.
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Frequently asked questions
Most quantitative business metrics with enough history: demand, sales, revenue, churn, capacity and similar. We’ll assess data suitability during discovery.
It varies by metric and pattern, but generally the more relevant history the better. We’ll tell you honestly during discovery whether your data can support a reliable forecast.
Yes, we favour explainable models and surface the main drivers, because a forecast no one trusts is a forecast no one uses.
Integrated into your existing reporting, typically Power BI, so predictions sit alongside the actuals where decisions get made.
Let’s talk about your project
Our friendly team would love to hear from you. Whether you know exactly what you need or you’re just exploring what’s possible, we’ll give you a straight, practical view.
