The platform natively handles large spreadsheet uploads (Excel and CSV files) up to 1GB with millions of rows. Beyond local file analysis, Anomaly AI features direct connectors for a wide range of cloud environments and marketing platforms.

You can upload raw business data directly. The platform deploys automated agents that run autonomous schema inspection and data preparation. The AI scans your dataset to automatically identify and resolve common quality issues, including deduplicating rows, standardizing inconsistent date formats, flagging statistical outliers, and handling missing values or merged cells before starting any deeper calculations.

The platform is designed for data-reliant business teams—including finance departments, growth marketers, and operations managers—who frequently pull raw data exports but want to skip manual Excel formatting.

Data privacy is a foundational component of the workspace architecture. Anomaly AI is UK GDPR compliant and officially registered with the Information Commissioner's Office (ICO, reference ZC104879), with a SOC 2 Type II compliance certification actively in progress.