Sage Care

Artificial Intelligence

• Build and manage directed workflows (DAGs, state machines, LangGraph flows)
• Define how data and context move between AI models, APIs, and humans in the loop
• Design coordination strategies for multiple AI agents with specialized roles
• Implement arbitration logic to merge outputs, resolve conflicts, and dynamically route tasks
• Connect AI systems with vector databases, APIs, cloud platforms, and external data sources
• Handle orchestration across distributed environments (Kubernetes, serverless)
• Implement retries, fallbacks, and guardrails to keep workflows stable
• Ensure systems degrade gracefully when AI outputs are uncertain or incorrect
• Tune orchestration for cost, latency, and accuracy
• Build observability dashboards, logging, and metrics to measure workflow success

AI Orchestration Engineer