Google Vertex AI

Google Vertex AI provides enterprise-grade ML infrastructure including model serving, feature stores, and MLOps pipelines. AGNT evaluates Vertex AI as a potential host for custom models — venue recommendation ranking, demand forecasting, and fraud detection.

The planned integration would use Vertex AI's prediction endpoints for specialized models that augment the LLM-based agent with structured ML predictions, particularly for pricing optimization and booking demand forecasting.