# ORIGAMI TECH

- **Event:** [Built with Opus 4.7: a Claude Code hackathon](https://cerebralvalley.ai/e/built-with-4-7-hackathon)
- **When:** Apr 21 at 12:00 PM – Apr 27 at 2:00 AM (EDT)
- **Where:** Online
- **Team:** [Joseph Rwanda](https://cerebralvalley.ai/u/rmjoe99)
- **GitHub:** https://github.com/rmjoe99/waybill-agent
- **Demo video:** https://drive.google.com/file/d/1G7AiMQMS-0r-29bhp8x95j3jAmw0Wh6Y/view?usp=sharing
- **Gallery:** https://cerebralvalley.ai/e/built-with-4-7-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/built-with-4-7-hackathon/hackathon/gallery/226

Walk the warehouse, Claude does the audit.

WaybillAgent is filmed on location at a working Mydawa pharmacy godown in Nairobi. A field worker walks an aisle, points an iPhone at each shelf, and Claude Opus 4.7 reads both the bin location label and the product packaging in a single pass — including torn, faded, shadow-occluded labels that handheld Zebra/Honeywell scanners often fail to read. The system reconciles observations against Microsoft Business Central master data and returns a variance report with a per-scan citation chain.

This is built for East African enterprise warehouse reality: audits that currently take two weeks, three people, and still produce paper trails with weak provenance. WaybillAgent compresses that into a 40-minute phone walk with auditor-grade evidence and explainable output. In practice, it shifts teams from specialized scanner hardware to the phone already in every supervisor’s pocket, while improving traceability and confidence for finance and operations.

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Markdown version of https://cerebralvalley.ai/e/built-with-4-7-hackathon/hackathon/gallery/226. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt