⚙️ Automation Community
Japanese Business Test: 83% Faster Form Filling
Japanese company HIBARI tested three tasks: 10 web forms (30min→5min), multi-source data aggregation (60min→15min), 5 PDF forms (20min→3min). 75-85% efficiency gain
★☆☆ Beginner 5-15 min January 1, 2026
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Scenario
Non-technical users gave natural language instructions for Cowork to automatically complete web form filling, multi-source data aggregation, and PDF form filling.
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Prompt
Please help me with these business tasks: 1. Fill out these 10 web forms with the data from this spreadsheet 2. Aggregate data from these 3 different sources into one summary report 3. Fill in these 5 PDF forms using the customer information provided
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Expected Result
Three tasks saved 83%, 75%, and 85% time respectively. No programming knowledge required; natural language instructions only.