Building AI Factories at Enterprise Scale

An AI Factory is a comprehensive computing infrastructure that manages the complete AI lifecycle—from data ingestion and training to fine-tuning and high-volume inference. When implemented with proper data infrastructure, it becomes a scalable competitive advantage that’s essential for long-term AI success.

This playbook will expose

• How data infrastructue bottlenecks impact AI projects and provide a blueprint for building AI Factories that actually work..
• Why treating data with the same engineering rigor as code transforms chaotic development into systematic intelligence production.
• How organizations are already reaping the benefits including a case study that explores how Lockheed Martin’s AI Factory ensures enterprise scale.