Anomaly AI is an AI data analysis workspace designed to process large datasets and spreadsheets from multiple sources. Its primary function is to enable users to ask questions about their data and generate outputs such as interactive dashboards, Excel reports, presentation slides, PDFs, and scheduled alerts. The platform connects to a variety of data sources including Excel, Google Sheets, Google Analytics 4, Google Ads, TikTok Ads, Meta Ads, BigQuery, MySQL, and Snowflake, allowing users to work with business data in a single environment. The tool automates several data preparation steps. It scans datasets for quality issues such as inconsistencies, duplicates, date format errors, missing values, and outliers, aiming to provide a cleaner foundation for analysis. Users can then define calculations, KPIs, metric definitions, and business rules that are reusable across reporting cycles. The generated outputs retain verifiable logic, source data, assumptions, and calculations, which supports repeatable and auditable reporting workflows. Typical use cases include analyzing conversion funnel leaks, auditing unit economics, evaluating marketing campaign ROI, assessing customer acquisition costs, identifying profitable products by gross margin per SKU, examining feature retention and churn patterns, monitoring workforce productivity, tracking operational bottlenecks, and surfacing compliance or risk indicators. The platform is built for teams that rely on spreadsheet workflows but need to handle larger and messier datasets with greater reliability. Technical details indicate that the system can handle large volumes of data with automatic type detection and validation. It supports recurring reporting by allowing users to set up scheduled updates for dashboards, reports, and documents. The workspace is accessible via the website https://www.findanomaly.ai.