Collect, clean, analyse, decide, innovate: an interactive infographic showing where value is created.
A chain, not a set of tools
Data value is built step by step. A weakness anywhere in the chain affects every step after it. Click each step of the infographic to discover its challenges, risks and good practices.
The infographic
Where data is created: field, systems, files, sensors.
Risk: Entry errors, free text, no checks.
Make data accurate, complete, unique and consistent.
Risk: Duplicates, mixed formats, missing values.
Turn data into indicators and answers.
Risk: Poorly defined indicators, contradictory figures.
Put information in the hands of decision-makers.
Risk: Dashboards that are late or unreadable.
Automate, predict, create new services.
Risk: AI trained on poor-quality data.
Where does a data project's time go?
Indicative split observed on typical projects — demo data.
