Lingvist
Master vocabulary 10x faster with AI-driven spaced repetition and big-data linguistics.
Turn natural language into complex Excel formulas, SQL queries, and data scripts in seconds.
Formula Bot (formerly Excel Formula Bot) has evolved from a niche formula generator into a comprehensive AI-driven data assistant. As of 2026, it occupies a dominant position in the 'Citizen Data Scientist' market by bridging the gap between natural language and structured data operations. Its architecture leverages fine-tuned Large Language Models (LLMs) optimized specifically for spreadsheet syntax, SQL dialects, and procedural scripting like VBA and Apps Script. The platform serves as a critical bridge for non-technical users in finance, marketing, and operations to perform complex data manipulations without deep technical knowledge. Beyond simple generation, it features a sophisticated 'Formula Explainer' that reverse-engineers legacy spreadsheets, ensuring organizational knowledge retention. By integrating directly into Microsoft Excel and Google Sheets via native add-ins, Formula Bot minimizes context switching, significantly increasing operational efficiency. Its 2026 roadmap emphasizes autonomous data analysis, where users can upload CSVs for automated insight generation, trend forecasting, and anomaly detection, positioning it as a lightweight alternative to heavy BI tools.
Uses NLP to break down nested functions into human-readable logic steps.
Master vocabulary 10x faster with AI-driven spaced repetition and big-data linguistics.
A simple terminal UI for git commands that streamlines complex workflows without the overhead of heavy GUIs.
Turn spreadsheets into intelligent data engines with native LLM orchestration and automated formula generation.
The minimalist's gateway to focused reading and intelligent content archival.
Verified feedback from the global deployment network.
Post queries, share implementation strategies, and help other users.
Supports Snowflake, BigQuery, T-SQL, and MySQL specifically.
Generates a downloadable .xlsx file with pre-filled headers and dummy data based on a description.
Runs a secure sandboxed Python environment to analyze CSV data via chat.
Translates logic requirements into functional automation scripts for Excel or G-Suite.
Creates complex regular expressions for data validation and cleaning.
Centralized repository for storing and tagging generated snippets.
A finance analyst needs to calculate weighted averages across multiple sheets with variable conditions.
Registry Updated:2/7/2026
A new hire inherits a massive spreadsheet with 10-level nested IF statements.
Marketing manager needs a specific cohort analysis from a SQL database but doesn't know SQL.