AI/ML · Generative AI
AI-Driven Beverage Intelligence Platform
Confidential Client (NDA)
Sub-second
Response time
QR-code scan
Interface
Multi-agent LangGraph
Agents
The Challenge
The client wanted an in-venue experience where scanning a QR code instantly returned personalized drink recommendations paired with generated ambience imagery — without noticeable latency.
The Approach
- Built a LangGraph multi-agent system to enrich raw POS data with contextual taste and mood signals.
- Integrated generative image models to produce premium-ambience visuals in real time.
- Optimized the full pipeline for sub-second response after a QR-code scan.
Results
- Delivered a novel, sub-second AI experience triggered entirely by a QR-code scan.
- Shipped under NDA for a confidential enterprise beverage client.
Tech Stack
LangGraphVector DBGenerative Image ModelsMultimodal LLMs
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