Anomaly AI

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AI analysis you can verify. Turn millions of rows into dashboards and reports, check the logic behind every number, and share them with your team.

Works with

Interactive Dashboards Refreshable Reports Verifiable Calculations Team Collaboration Scheduled Email Reports Large Business Data

Connect the Data Behind Your Reports

Use the spreadsheets, GA4 properties, ad platforms, sheets, warehouses, and databases you already rely on, then turn them into repeatable dashboards and reports.

View All Data Connectors

How It Works

Connect recurring business data, ask the question, get a dashboard or report, then refresh the workflow when new data arrives.

Upload

Connect your business data

Start with Excel, GA4, ad accounts, spreadsheets, or databases. Anomaly handles large datasets with automatic validation, type detection, and an analysis workspace built for scale.

Clean

AI automatically prepares your data

The AI scans your data for quality issues, inconsistencies, duplicates, date formats, missing values, and outliers so the analysis starts from a cleaner, more reliable foundation.

Transform

Apply definitions and calculations

Turn raw data into source-backed calculations, KPIs, metric definitions, business rules, trends, and summaries that can be reviewed and reused across future reporting cycles.

Visualize

Generate dashboards and reports

Create interactive dashboards, refreshable business reports, and stakeholder-ready summaries with traceable logic, source data, assumptions, and calculations.

Use Cases

Built for post-Excel analytics: teams that still think in spreadsheet workflows but need a more reliable layer for larger, messier data.

Find the Leak in Your Funnel

Why did conversion drop 15% last quarter despite higher traffic? Analyze campaign ROI, lead sources, and customer acquisition costs to find what's broken.

Audit Your Unit Economics

Show me gross margin per SKU excluding shipping costs for the last 6 months. Spot unprofitable products hiding in your P&L.

Understand User Behavior

Which features drive retention? Which cause churn? Analyze engagement patterns, A/B test results, and customer feedback at scale.

Optimize Team Performance

Which support agents have the highest resolution rate per hour? Find patterns in workforce productivity and training effectiveness.

Track Operational Efficiency

Where are the bottlenecks in your operations? Monitor consumption, equipment performance, and cost optimization opportunities.

Stay Ahead of Risk

Surface compliance gaps before auditors do. Track risk indicators, regulatory requirements, and security metrics proactively.

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Ready to turn business data into answers?

Start with Excel, CSV, GA4, ad platforms, spreadsheets, or databases. Anomaly analyzes large datasets and turns the results into insights and dashboards you can inspect.