Understand what is wrong, review intelligent recommendations, and clean it safely — then export a better dataset and a professional quality report. You approve every change.
Works fully offline — AI features are optional and use summarized metadata only.
Cleaning preview
Before data can support dashboards, automation, AI, or decision-making, someone has to understand and clean it. Duplicate customers, inconsistent regions, mixed date formats and missing fields quietly break every report built on top.
RobGrid AI Data Cleaning Assistant helps teams identify data quality problems, review intelligent recommendations, clean data safely, and produce a clear quality report.
Four focused workspaces take you from raw upload to a clean, documented, shareable dataset.
Drop in a CSV or Excel file and get an instant structural profile — types, missingness, duplicates, and a derived quality score.
Deterministic detectors surface missing data, duplicates, mixed formats, type problems, inconsistent categories, and outliers.
Get a business-friendly quality summary and a prioritized cleaning plan. AI explains — you stay in control of every change.
Approve transformations, preview before/after changes, and undo anything. The original dataset is always preserved.
See quality lift across completeness, uniqueness, validity and consistency with clear before-and-after visuals.
Download the cleaned dataset (CSV/Excel) plus a professional, print-ready data quality report for management.