Coefficient

Coefficient brings intelligent automation to spreadsheets, eliminating tedious manual data compilation and formula writing. By connecting to live data sources—from CRM systems to data warehouses—you gain real-time access to business metrics without leaving your spreadsheet. The AI-powered formula engine lets you describe what you want in plain language, and the platform automatically generates calculations, transformations, and visualizations.

Highlights

• Connect to dozens of data sources including Salesforce, Shopify, and Snowflake
• Create formulas, charts, and pivot tables using natural language requests
• Automate recurring reports and data refresh cycles
• Works seamlessly with Google Sheets and Excel
• Free plan available for individual exploration

The platform is designed for finance professionals, business analysts, and operations teams who spend significant time on data wrangling. Rather than mastering complex spreadsheet functions, you can focus on analysis and decision-making. Coefficient offers a free tier for getting started, with paid plans for teams needing unlimited data imports and advanced features.