Intelligent preparation, not manual labour
Step by step — exactly what happens under the hood.
On load, the AI engine analyses every column — detecting nulls, type inconsistencies, potential duplicates and statistical anomalies.
Issues are ranked by severity and impact. Each suggestion includes a plain-language explanation and a proposed fix.
Accept AI suggestions with one click, or customise the transformation before applying. Every change is tracked.
Applied transformations are saved as reusable rules — run the same preparation logic on future datasets automatically.
Your dataset quality score recalculates in real time as you apply fixes, so you can see progress as you work.
Built for real workflows
Not just a feature — a step change in how your team works with data.
AI handles the tedious scanning and pattern detection — analysts focus on decisions, not discovery.
Preparation rules are reusable and version-controlled. Apply the same logic across every dataset in your organisation.
Every transformation is logged — what changed, when, why, and by whom. Governance ready from day one.
See it in action.
Request a demo and we'll walk you through this feature with your own data in mind.