AI-assisted data cleaning
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AI · Case study
AI-assisted data cleaning and visualisation for a self-service analytics experience.
FocusAI
Core stackAI-assisted analytics
Workstreams3
StatusDelivered
Overview
What we built
Preparing data is where most analytics work stalls. This product uses AI-assisted workflows to make cleaning and visualisation more approachable, so people can get from messy data to insight without deep technical steps.
A self-service experience lets users prepare, explore, and visualise data directly, with AI handling the repetitive parts of clean-up. The result is a far more accessible route from raw data to visual understanding.
Technology
What we delivered
Data visualisation
Self-service analytics workflows
How we approached it
A disciplined path from problem to working system.
Understand
We start with the users, the data, and the systems already in place.
Shape
We define the outcome and the technical approach before building.
Build
We deliver in visible increments with engineering quality throughout.
Operate
We support, observe, and evolve the system after it ships.
Outcome
A more approachable workflow for preparing data and turning it into visual insight.
Related work
More AI projects.
Let’s build what matters