AI Data Analyst for Large Datasets & Spreadsheets
Analyze spreadsheets and databases with AI to produce insights and dashboards, including unexpected patterns manual analysis often misses.
Excel
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.
How It Works
Connect recurring business data, ask the question, get a dashboard or report, then refresh the workflow when new data arrives.
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.
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.
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.
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.
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.
