Pipedreamer eliminates repetitive spreadsheet work by using a fast, reliable AI agent that understands your intent and executes clean, auditable changes. It writes formulas, cleans formatting, reshapes data, parses messy inputs, builds tables, and can even run custom scripts—all from a short description. Every action the agent performs is fully tracked. You can inspect each step, undo changes with a click, and experiment freely without risking your workbook. Who Benefits - Analysts & Finance Teams: automate reconciliations, cleanup, and daily reporting. - Operations & Supply Chain: standardize imports, normalize data, and generate summaries instantly. - Engineers: perform calculations and format documents. - Teachers: speed up attendance, grading, and record updates. Everyone Else: get it done, without the tedium. Use Pipedreamer If You: - Spend at least an hour per week doing manual spreadsheet work - Repeat the same steps across multiple files or months - Copy formulas from ChatGPT or StackOverflow and wish it were simpler How It Works - Understands Natural Language: describe what you want—Pipedreamer plans the steps. - Auditable Transformations: uses formulas, formatting, and structured edits. - Optional Code Execution: for complex workflows requiring logic or iteration. - Full Change Tracking: inspect or revert any step instantly. - Free Credits, then Pay-As-You-Go: save one hour before spending a dime. No subscriptions. Pipedreamer is simple enough for everyday users and powerful enough for experts. It’s the easiest way to turn messy spreadsheet tasks into clean, automated workflows.