Develop a customer churn application on Microsoft Fabric that connects an agreed prediction model with account context and review. Help teams prioritise investigation using evidence they can inspect.
For customer success and commercial analytics teams. Prepared around your requirements. Card required at signup. No charge until your 30 day trial ends.
A risk score without context gives an account team little to act on. Churn modelling should start with a clear definition, a relevant time horizon and an agreed response process.
Use agreed API connections, Excel imports or on-screen inputs. Access, mapping and refresh requirements are confirmed during scoping.
We agree roles, ownership, review steps and required reporting before preparing the application.
See a demand forecast, its benchmark and the uncertainty behind the model.
A related DataNova demonstration using example data. This illustrates platform capabilities, not a claim that your proposed application is already configured.
Explore more demonstrationsThe demand forecast uses a custom gradient-boosted machine learning model, tested against a seasonal benchmark. Thirteen historical weeks were held back from training to assess performance on unseen data. At company level, weighted weekly forecast error was three point two nine per cent, compared with three point six three per cent for the benchmark. Detailed product and site forecasts have greater uncertainty, so the level of the comparison matters. The future view extends the planning horizon by twelve weeks. This gives the team a tested basis for planning, with uncertainty visible alongside the forecast. We define the decision, test the model and agree how its output will be used in the business.
Share your requirements. No card or commitment.
Describe the result you need and the information you work with. We can help you identify a suitable existing application or scope a tailored pilot.
A card is required when you start a trial. An enquiry does not start a subscription or commit you to a project.
Both assisted routes include a 30 day free trial, starting after onboarding and environment setup. Card required at signup. No charge until your 30 day trial ends.
If an existing application meets your requirements without additional mapping or implementation, implementation and the 30 day trial are free. Normal subscription charges begin after the trial, under your agreed terms.
We agree the application, mapping, workflows and implementation quote upfront. We then prepare the agreed pilot for your 30 day free trial. If you choose to proceed afterwards, the quoted implementation fee and monthly subscription become payable.
We confirm the pilot deliverables, preparation, trial start and decision process together. Any work beyond the agreed pilot scope is discussed separately.
Define the business need and the pilot before committing to implementation.
A model can identify predictive signals, but those signals do not establish a customer's intentions or prove causation. We agree how to present explanations and keep the final account decision with your team.
We first confirm whether an existing application fits. Your fields, source mapping, roles or workflow may require configuration or custom work. The agreed assisted trial begins after onboarding and environment setup.
We confirm the subscription, any implementation work and the pilot scope before you start. An existing app that fits has free implementation. Where mapping or custom work is needed, the implementation quote is agreed upfront and becomes payable with the monthly subscription if you choose to proceed after the trial.
See platform plans and trial optionsYes. The standard platform provides spreadsheet uploads, reporting, AI analysis, visual creation and DataApps after signup. That is a separate starting point from a prepared application.
Explore the standard platform
