Bill & Document Sloth: A Local-First AI Paperwork Manager with Gemma & TabPFN

说明与用途

Bill & Document Sloth 是一个本地 AI 助手，能够从 PDF 中提取关键信息，自动重命名并组织文件，并跟踪付款截止日期，所有操作均在本地完成，无需将数据发送到云端。

问题

Users spend 20–25 minutes manually sorting, renaming, and filing bills, receipts, and warranties, risking missed deadlines and privacy exposure.

结果

Users can process 10 bills in under 45 seconds, achieving a 95 % reduction in manual effort, while maintaining full data privacy and offline resilience.

工作流

• Drop PDFs into the web UI
• Local AI extracts key fields using Gemma and TabPFN
• Display extracted data with confidence scores for review
• Approve to move file to organized folder and record action
• System tracks upcoming deadlines and notifies user

证据

Bill & Document Sloth does the heavy lifting so you can be as lazy as a sloth

来源

Time Saved: Manually opening, reading, renaming, and filing 10 bills takes roughly 20–25 minutes. With Bill & Document Sloth, dropping them into the app and clicking "Approve" takes under 45 seconds — a 95% reduction in manual effort.

来源

Zero bytes of private data leave the device

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