The question organises the data
Big-data architecture makes sense when it answers a useful question. Before building a dashboard, sources, periods, units and missing records are identified. Preserving each record’s origin and transformations allows results to be explained and comparisons reviewed.
From database to dashboard
Information organisation connects SQL, APIs, ingestion processes and visualisation. A dashboard distinguishes trends, coverage changes and exceptions. The experience allows people to read an aggregate and return to its context, with permissions appropriate to each type of information.
How it becomes work
Define the journey and its users. Organise information and responsibilities. Build an initial system that allows decisions to be reviewed with real content. Test the main tasks and document learning before expanding scope.
Explore the working process↗