WHAT MAKES IT ENTERPRISE
Architecture across business systems, data foundation, infrastructure, and AI/ML operations.
The deployment has to connect strategy, enterprise applications, data pipelines, infrastructure, and model operations in one controlled system.
Enterprise AI Architecture: Business Layer and Application Layer feed data into a central Data Foundation pipeline, which drives an AI/ML Core. Infrastructure spans and governs the AI layer.
BUSINESS LAYER
Business processes
Strategic goals
APPLICATION LAYER
User interfaces
Enterprise appsERP · CRM · …
DATA FOUNDATION
Data sources
ETL / pipelines
Data lake / warehouse
INFRASTRUCTURE
Security
Cloud / on-prem
MLOps
AI / ML CORE
AI models
Registry
Serving