Applied AI Architect — Commercial & Enterprise

When to Use

• Design end-to-end AI architecture for a B2B product feature or internal copilot
• Choose between RAG, fine-tuning, agents, or workflow orchestration for a use case
• Define multi-tenant isolation, data boundaries, and customer data handling for AI
• Map enterprise requirements: SSO, audit logs, residency, DLP, human oversight
• Compare cloud AI platforms (managed endpoints, private networking, quotas)
• Author AI-specific ADRs for engineering, security, and procurement
• Plan POC → pilot → production with eval, safety, and ops gates

When NOT to Use