Software-as-a-service for data cleaning & ML preparation

Turn messy data into machine-ready data.

CleanRoom AI helps teams upload a dataset, configure cleaning, review the results, and export a clean dataset — no infrastructure to manage. Start with the free tier and move up when your workload grows.

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How it works

From raw dataset to model-ready features

CleanRoom AI is a SaaS product for data cleaning and machine-learning preparation. Customers upload their data, configure the cleaning steps they need, review the results, and export the cleaned dataset.

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1. Upload your data

Upload CSV, Excel, JSON, Parquet, or TSV files. CleanRoom profiles the dataset and detects column types, missing values, and outliers automatically.

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2. Configure cleaning

Choose imputation, duplicate removal, outlier treatment, encoding, and scaling. Each plan includes a different set of cleaning transforms and row limits.

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3. Review & export

Inspect raw versus cleaned values side by side, then download the cleaned dataset as CSV or export Python/SQL transformation scripts.

Features

Built strictly for data cleaning & ML preparation

Every feature addresses a real data-quality problem encountered in ML training. Available features depend on your plan.

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Data Cleaning

Missing value imputation (mean, median, mode, constant)
Duplicate record detection and removal
Outlier treatment (IQR clipping, z-score thresholding)
Incorrect values and inconsistent casing
Invalid data type auto-casting

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Dataset Profiling

Row, column, and memory footprint summaries
Data types and categorical value sets
Missing values counts and percentages
Statistical summaries (min, max, mean, median, std)
Pairwise numerical correlation matrix

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ML Preparation

One-hot and ordinal label encoding
StandardScaler and MinMaxScaler normalization
Target column selection and ML task binding
CSV download export
Python / SQL transformation scripts

Subscription plans

Plans that grow with your workload

Monthly prices and allowances are loaded from the same plan catalog used by your workspace and checkout.

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Prices and limits are confirmed before checkout. See billing details.