Streamline Agentic Workflows for Professional Spreadsheet and Document Analysis
Use GPT-5.4’s 'Thinking' for complex spreadsheet and document workflows.
Shift your data and document-heavy tasks to the GPT-5.4 Thinking model to take advantage of improved context management and spreadsheet accuracy.
The Scenario
You have a massive spreadsheet with multiple tabs and need the AI to perform a cross-reference analysis or create a complex financial summary.
Before & after
Users previously had to break spreadsheets into small chunks or manually verify every cell reference because the model would lose context. This took 30-45 minutes.
Use GPT-5.4 Thinking specifically for tasks involving complex Excel formulas or PDF data extraction. The model handles the context better and finishes in 2-4 minutes.
The Prompt
Using the data in [UPLOAD_FILE], create a comprehensive spreadsheet plan that analyzes [SPECIFIC_METRIC]. Ensure you maintain context across all sheets.
GPT-5.4 was built with a specific focus on agentic workflows and tool use. It is significantly more reliable when working across spreadsheets, presentations, and documents compared to older models like o3 or GPT-4.5.
Source
Model Release Notes | OpenAI Help Center"improving how the model works across tools, software environments, and professional tasks involving spreadsheets, presentations, and documents."