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AI Architecture

AI-Driven Software Architecture

Architecting reliable AI-powered products that combine business logic, model orchestration, data pipelines, and user experience.

Research Summary

AI products need stable architecture around changing models. Strong systems separate product logic from AI orchestration, validate outputs, support observability, and make model behavior understandable for users and teams.

Research Focus

AI feature architecture and model orchestration

Reliable data flow and validation patterns

Observability, auditing, and human review

Enterprise deployment and maintainability