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Production AI Patterns

Data Patterns for AI

Patterns for the data foundation every AI system depends on. This pillar covers how data enters, flows through, and is validated within AI systems — from training pipelines to real-time feature serving.

Patterns

Section titled “Patterns”
Data Contract Pattern Schema, quality, and SLA agreements enforced as code between data producers and consumers to prevent upstream drift from breaking downstream AI.