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Anomaly AI

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AI data analyst that builds dashboards and reports from large business datasets

Visit Anomaly AI →No rating yetFreemium· from $25/mo

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Anomaly AI

What it is

Anomaly AI is an AI data analyst designed for large spreadsheets and business datasets. It connects to Excel and CSV files, Google Sheets, GA4, Google Ads, Meta Ads, TikTok Ads, MySQL, BigQuery and Snowflake. Once data is in, it cleans it, applies calculations and metric definitions, and builds interactive dashboards, Excel outputs and reports that can be refreshed or emailed on a schedule. Its main promise is analysis you can verify, with visible calculations rather than opaque answers. Teams can collaborate in shared workspaces. A free plan includes 50 monthly credits, and paid plans add more credits, with discounts for students and nonprofits.

Key features

  • Connectors for sheets, ads and databases
  • Automatic data cleaning
  • Interactive dashboards and Excel builds
  • Scheduled email reports

What we liked

  • + Calculations are shown so results can be checked
  • + Free plan needs no credit card
  • + Half price for students and nonprofits

Worth noting

  • · Credit limits on the free plan are tight
  • · SOC 2 is still in progress

Editor's notes

More context from AI BirdView

A lot of AI analysis tools give quick answers that are hard to trust, and Anomaly AI tries to fix that by making its calculations visible. It is built for the messy, oversized spreadsheets and ad exports that slow down marketing and operations teams, and it turns them into dashboards and reports you can refresh.

  • Connects to Excel, CSV, Google Sheets, GA4, major ad platforms, MySQL, BigQuery and Snowflake
  • Cleans data and applies metric definitions before analysis
  • Produces interactive dashboards, Excel builds and refreshable reports
  • Scheduled email reports keep stakeholders updated without manual exports
  • The company lists UK GDPR compliance and ICO registration, with SOC 2 in progress

It is a good match for marketers, analysts and small business teams who live in spreadsheets and ad dashboards but lack a dedicated data team. The free plan covers roughly 25 charts a month by the company's own estimate, enough to test it on a real dataset. Start with one well-defined question, such as weekly ad spend by channel, and check the shown calculations before sharing the dashboard.

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