# TeamHsain

- **Event:** [Meta Global AI Developer Hackathon](https://cerebralvalley.ai/e/meta-ai-developer-hackathon)
- **When:** Oct 26, 12:00 PM – Nov 4, 9:00 PM (EST)
- **Where:** Online
- **Team:** [Shwe Win Aung](https://cerebralvalley.ai/u/Shwe)
- **GitHub:** https://github.com/niteash/hsain-agent.git
- **Demo video:** https://youtu.be/G4ho0AI0LL4
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2413

Hsain Agent is an AI-powered, evidence-based inventory intelligence platform designed to help retailers and small businesses investigate inventory discrepancies, understand operational records, and make better-informed decisions.

Traditional inventory systems primarily record stock movements. However, small businesses still struggle to understand why their recorded inventory does not match physical stock. Information is often scattered across invoices, sales reports, spreadsheets, supplier records, and manual observations.

Hsain Agent addresses this challenge by bringing multiple AI capabilities into one structured workflow.

The platform allows businesses to:

* Investigate stock discrepancies using expected stock, physical counts, and recorded sales.
* Upload invoices, sales reports, and other supporting evidence.
* Extract and analyze relevant information from documents.
* Use visual AI capabilities to examine product and shelf images.
* Reconcile evidence and investigate potential explanations for discrepancies.
* Capture observations through voice-based input.
* Review proposed inventory movements before human approval.
* Access reorder intelligence and supplier-related workflows.

The project integrates Meta’s AI model ecosystem to support multimodal understanding, visual segmentation, reasoning, voice transcription, and image generation.

Our key principle is that AI should support operational decisions, not replace human accountability. AI-generated insights and proposed inventory movements require appropriate verification and human review.

Hsain Agent demonstrates how multimodal AI can move beyond conversational interfaces and become part of a practical business workflow.

## More from Meta Global AI Developer Hackathon

- [Genita](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2410)
- [KarLex AI](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2411)
- [Vigilens](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2412)
- [Nikola Reljin](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2414)
- [Zyphers](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2415)
- [Solo Team](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2416)

---

Markdown version of https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2413. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt