Define and maintain enterprise data architecture Establish and enforce platform standards for data modeling, integration, and governance Design data collection, processing, storage, and consumption across EnvisionOS and predictive services Partner with Data Engineering to ensure pipeline alignment with architecture principles Design feature stores, model input/output schemas, and scalable serving architectures for AI/ML enablement Ensure data is secured, governed, and compliant with enterprise standards Drive architectural decisions for scalability, latency, and cost optimization Continuously evaluate new tools, frameworks, and patterns to evolve the architecture