Agentic AI in Production: Infrastructure, Guardrails and Failure Modes for Scientific Workflows
Analyze how error propagation, tool misuse and cascading failures emerge in multi-agentic AI systems.
Explore the guardrails needed to support reliable deployment, including orchestration controls, human oversight, monitoring and fallback mechanisms.
Assess what organizations need to move agentic workflows from promising pilots into routine use in regulated pharma environments.