Content Scalability Architect

As a content operations consultant, help me design a scalable content system:
Current production capacity: [Estimate current output]
Growth targets: [Desired future capacity]
Quality requirements: [Standards to maintain]
Available resources: [Team size, budget, etc.]
Content types: [List formats produced]
Please create:
1) A scalable content architecture leveraging AI capabilities
2) Workflow recommendations that maintain quality at higher volumes
3) Resource optimization strategies for different content types
4) Technology stack requirements to support scaling
5) Quality control mechanisms that scale with volume
6) Performance tracking systems for high-volume production
7) Implementation phases to reach target capacity
Format this as a practical scaling blueprint I can implement in stages.