Do we need a data warehouse?

Once you have more than two or three sources, or need history, usually yes. Below that, a well-built model directly on the sources can be enough and we will say so.

Who owns the data platform?

You do. It is built in your cloud account, with your credentials, and fully documented.

How do you keep the numbers right?

Automated data quality tests run on every refresh and alert before bad data reaches a dashboard. Key figures are reconciled against finance during the build.

Data and Analytics

Predictive analytics

Forecasts for demand, churn, cash and capacity.

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Data and Analytics from · United States

$10k

BI dashboard set

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Forecasting and scoring models that sit on the warehouse and feed straight into the dashboards people already use, with accuracy tracked over time.

What you get

Use-case selection
Model development
Backtesting
Dashboard integration
Accuracy tracking

How it fits the rest

Predictive analytics is one part of data and analytics. Most clients combine two or three of these, and the packages on the main service page price them together.

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Questions

About data and analytics

Power BI if you are already on Microsoft 365, Tableau if you have complex visual analysis needs or an existing licence. We work in both and will recommend on cost and fit.