Anomaly AI

Anomaly AI is an AI data analyst built for large datasets and spreadsheets. You connect data from Excel, CSV files, Google Analytics 4, databases and data warehouses, ask questions in plain language, and Anomaly AI turns millions of rows into insights, dashboards and reports.

A key focus is trust: every number comes with the logic behind it, so you can check how calculations were made instead of accepting a black-box answer. Dashboards and reports can be refreshed automatically, scheduled and shared with your team, and outputs can be exported to Excel reports, slides and PDFs. An MCP integration lets AI assistants use Anomaly AI as a data tool.

Good fit if you: work with large spreadsheets or business data and want fast, verifiable analysis without writing SQL.
Less ideal if you: only have small spreadsheets; Excel or Google Sheets may be enough.

Pricing: free to try, with paid plans for larger data and teams; demos are available.