When AI agents operate in production environments, their failures can cascade unpredictably through connected systems. Teams need predefined containment protocols alongside monitoring.
Build a library of incident response playbooks tailored to common agent failure modes (data poisoning, reward hacking). Offer them as a SaaS with integrations for popular agent frameworks.
Launch with 5-10 basic scenarios and expand through customer submissions. The risk is overspecializing before clear patterns emerge in agent failures.