AI Solutions
Predictive Analytics
Forecasts for churn, demand and revenue that come with an honest confidence interval.
What we usually find
Planning runs on last year plus a percentage. Nobody knows which customers are about to leave until the renewal date passes.
What the work covers
Scope is agreed in writing before anything starts. If a line here is not relevant to you, it comes out of the plan and out of the price.
- Data readiness review before any modelling starts
- Baseline model first, so complexity has to earn its place
- Backtesting against historical periods you can check
- Drift monitoring with retraining triggers
- Output delivered into the tool the decision is made in
Typical tooling
Indicative, not fixed. The stack follows your constraints and your team, not our habits.
- Python
- scikit-learn
- Prophet
- BigQuery
- Looker Studio
More in AI Solutions
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Need Predictive Analytics?
Bring us the problem rather than a spec. We will tell you what it takes, what it costs, and what we would leave out.