[Verse 1] Start with strategy, what problems to solve first Use case prioritization, which ones quench the thirst ROI frameworks guide us, measure value from the start Build versus buy decisions, that's the strategic art Calculate the impact, weigh the cost and time AI transformation needs a roadmap so sublime [Chorus] Architecture patterns, build them strong and right Data lakehouse flowing, ML platforms bright RAG and agent systems, orchestrate the flow Multi-model routing, watch your AI grow Strategy first, then architecture Build the future, make it sure [Verse 2] Reference architectures, blueprints for success Data lakehouse storing, structured and compressed ML platforms training, models in the cloud RAG retrieval augments, knowledge makes us proud Agent platforms acting, autonomous and smart Each component working, like a beating heart [Chorus] Architecture patterns, build them strong and right Data lakehouse flowing, ML platforms bright RAG and agent systems, orchestrate the flow Multi-model routing, watch your AI grow Strategy first, then architecture Build the future, make it sure [Verse 3] Orchestration layers, routing requests clean API gateway patterns, managing the machine Multi-model routing, pick the best for each task Load balancing wisdom, that's all we really ask Cloud providers offer, AWS to Azure's call GCP competing, services for us all [Bridge] Technical debt accumulates, AI brings its own Model drift and data skew, seeds that have been sown Monitor and manage, keep the system tight Center of Excellence, guiding us to light Structure and staffing, charter clear and true AI governance framework, seeing projects through [Chorus] Architecture patterns, build them strong and right Data lakehouse flowing, ML platforms bright RAG and agent systems, orchestrate the flow Multi-model routing, watch your AI grow Strategy first, then architecture Build the future, make it sure [Outro] From strategy to structure, patterns guide the way AI architecture, built to last each day Excellence in center, debt kept in control Strategic AI vision, reaching every goal
← Unit 7.4 — AI for Document Processing & Automation | Unit 8.2 — Emerging Frontiers →