Stop fixing data manually
Automatically prepare, validate, and standardize your data so it's ready for analysis in minutes, not hours.
Tools designed for practical data preparation
Get your data ready for reporting by automatically standardizing structure, types, and validations—before analysis begins.
Data-Aware Assistant
Ask how to clean your dataset, see why columns were typed that way, get DAX tips, and apply suggested actions without leaving the app.
Upload CSV or Excel
Upload your data and start immediately Drop in CSV or Excel files and instantly preview your data with automatic encoding detection and text fixes—no setup required.
Instantly usable columns
Your data comes out typed, standardized, and ready to work with so filters, joins, and calculations behave the way you expect.
Smart Data Cleaning
Validate emails and phones, standardize dates, remove duplicates (exact or fuzzy), handle missing values, and detect outliers.
Batch Processing
Upload multiple tables at once and process them all with the same settings. Download as a ZIP file.
Quality Metrics & Audit
See before/after comparison, data quality scores, and download a detailed audit log of all changes.
How it works
MechaDataCleaner pairs your team’s intuition with adaptive AI so you can clean data confidently every time.
Upload Your Data
Drop a CSV or Excel file. We auto-detect encoding and fix text issues instantly.
Review & Customize
AI infers column types. Adjust types, set validation rules, configure deduplication, and add custom rules.
Clean & Download
Click Clean Data. Review quality metrics, see before/after changes, and download your cleaned file.
Guide your cleaning with AI
Talk to your data, not your code Ask how to prepare your dataset, understand why columns were typed a certain way, get DAX suggestions, and apply fixes directly—without leaving the app.
Ready to clean your data?
Launch a cleaning job in minutes and let MechaDataCleaner do the heavy lifting.
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