AI operationsAI Feedback Loops
AI feedback loops occur when a system's outputs influence the future data used to evaluate or retrain it.
AI operational resilienceAI Operational Readiness Review
An AI operational readiness review verifies that ownership, support, monitoring, incident response, continuity, capacity, user guidance, and rollback are ready before production use.
Generative AI application securityAI Output Validation
AI output validation treats generated text, code, commands, queries, and structured data as untrusted until the consuming system verifies it.
API securityAPI Token Scope Design
API token scope design grants an automation client only the operations, resources, environments, and duration needed for its approved purpose.
Agile deliveryAgile Feedback Loops
Agile feedback loops create frequent, purposeful opportunities to compare assumptions and work with user, operational, technical, and business evidence.
Detection engineeringAlert Actionability Engineering
Alert actionability engineering designs alerts so a responder can understand the condition, impact, evidence, urgency, owner, and next safe step.