AI Orchestration & Commerce Architecture

Bridging the gap between Generative AI and Commerce Data.

The current market is flooded with “Wrapper” applications—generic AI interfaces that lack access to business logic. These tools hallucinate because they are disconnected from the source of truth.

My practice builds “Native” architectures. I design orchestration layers that integrate your live inventory data, pricing logic, and customer history directly into the AI’s reasoning chain.

Technical Focus:

  • Infrastructure: Kubernetes, Docker, Google Cloud Platform.
  • Commerce: Adobe Commerce (Magento) API, Shopify Plus GraphQL.
  • Intelligence: Vector Database implementation (RAG), Context-Injection, Deterministic Multi-Agent Systems.