MIT Startup’s AI Agent Masters Excel 10x Faster Than Humans
An AI-powered Excel agent called Shortcut, developed by MIT-affiliated startup Fundamental Research Labs, is disrupting business workflow automation by executing complex spreadsheet operations in minutes. With viral adoption and benchmarks showing 80%+ accuracy on real-world tasks, it completes Microsoft Excel World Championship scenarios 10x faster than human experts – signaling a transformative shift in AI-enhanced productivity tools.
Beyond Formulas: Shortcut’s Technical Arsenal
Unlike traditional spreadsheet automation, Shortcut uses natural language processing (NLP) to interpret plain-English requests like “build a discounted cash flow model.” It handles multi-step workflows through core capabilities:
- Intuitive interface: Works within native Excel environments learning user patterns
- Automated logic construction: Generates formulas and dashboards without manual coding
- Document intelligence: Extracts data from uploaded PDFs/emails for analysis

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Transparency Meets Practical Utility
To address AI trust concerns, Shortcut implements enterprise-grade oversight features: highlighting hard-coded values, citing source documents with page references, and explaining its reasoning chain. “The goal isn’t perfection but radical efficiency,” notes co-founder Nico Christie. “Users review outputs rather than build everything manually.”
Democratizing High-Skill Financial Modeling
Early adopters report cutting financial analysis time from hours to minutes, making advanced modeling accessible to non-experts. By handling repetitive tasks – from data cleansing to dashboard creation – Shortcut exemplifies generative AI’s evolution toward specialized business co-pilots rather than merely conversational chatbots.
As the tool enters broader release, its rapid spreadsheet execution sets a benchmark for domain-specific AI agents melding complex task automation with essential human oversight.
