Chokmi plugs straight into Excel and Google Sheets so coding, evidence testing, and reporting happen where your team already works. Numbers and LibreOffice users can upload through the web workspace and get the same Research Studio capabilities.
Two native add-ins cover the majority of trial teams. Numbers and LibreOffice run through the same Chokmi web workspace via Spreadsheet Bridge.
Code survey responses, test findings, and generate reports without leaving Excel. Includes 33 custom functions you can type into any cell, a task pane sidebar for guided workflows, live streaming metrics, and rich expandable data types for detailed results.
Code survey responses with reactive AI that learns as you type. Includes 30 custom functions, a sidebar research studio, one-click research pipeline, and automatic PII detection. Every code you enter immediately triggers AI coding of similar responses.
Export your Numbers spreadsheet as an .xlsx or .csv file, then upload it through the Chokmi web workspace. All the same AI coding and analysis features are available through the web interface.
Export your LibreOffice Calc spreadsheet as an .xlsx or .csv file, then upload it through the Chokmi web workspace. All AI coding, evidence testing, and report generation features are available.
For native helper integrations that need to read local files or surface desktop context, follow our thin local contract so we keep one canonical import path.
How a future desktop helper should expose health, hand off context, and route file imports back into the same Chokmi response-import APIs. Keeps the browser fallback path intact.
Show us your spreadsheet workflow — coding, evidence checks, country-level reporting. We will show you how Chokmi turns it into one defensible operating record.