AI Supply Chain Liaison
🚀 Inspiration
Managing supplier communication is often slow, error-prone, and language barriers make it even harder. We wanted to build an AI-powered liaison that automates supplier interactions, translates messages seamlessly, and integrates with tools like Slack for real-time updates. Inspired by the inefficiencies we’ve experienced in supply chain management, we set out to streamline and modernize the process.
🔍 What We Learned
Throughout this hackathon, we explored:
• The power of LLMs and vector databases for context-aware AI interactions
• Multilingual AI messaging using OpenRouter and ElevenLabs
• Slack-based approvals to ensure human oversight in supplier communications (not done yet)
• The challenges of structuring supplier data efficiently with Supabase
🏗️ How We Built It
Data & Context Storage – We used Supabase as our relational database and a custom-built JSON importer to store supplier history, past orders, and conversations.
AI Messaging & Translation – Leveraged OpenRouter + Google Translate to translate messages and communicate in the supplier’s native language.
Slack/WeChat/WhatsApp Integration – AI automatically notifies users when supplier responses arrive, extracting key insights for approval. (still under construction)
Voice Support (Eleven Labs) – AI can send voice messages, converting from text for clarity.
Automated Follow-ups – AI intelligently determines when to follow up, ensuring smooth supplier interactions. (still under construction)
⚡ Challenges We Faced
• Ensuring accurate data retrieval so messages don’t get mixed up between suppliers
• Handling edge cases in translation, where nuances in language impact communication
• Structuring supplier and order data for easy querying in a relational database
• Managing real-time updates in Slack/WeChat/WhatsApp without overwhelming the user with notifications
🌍 The Future
This is just the beginning. Future phases will include:
• Real-time AI-powered supplier calls using Twilio + Eleven Labs
• Deeper ERP integrations to automate more workflows
• Enhanced decision-making AI for proactive issue resolution
With this AI-powered liaison, we’re making supplier communication seamless, smart, and scalable. 🚀
Built With
- elevenlabs
- google-translate
- openrouter
- react
- supabase
- tailwind
- typescript
- vite
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