AI detection and response · Runtime protections · Continuous evaluation
Monitor and Respond to AI
Models, tools and permissions change after launch. Unsafe actions and data exposure can emerge during normal operation.
Evaluate runtime monitoring and response alongside quality evaluation, service monitoring and incident procedures.
Outcome to work toward: Visibility into supported AI activity, tested alerts and containment paths, and clear response ownership.
Recommended starting shortlist- CrowdStrike Falcon Guardian
- Palo Alto Networks Prisma AIRS
- Cisco AI Defense
Why these options?
The AI-runtime shortlist is based on documented capabilities. CrowdStrike’s separate GigaOm ITDR recognition supports identity security, not a ranking of Falcon Guardian. Verify runtime coverage, response behaviour and availability.
AI lifecycle · AI governance · AI TRiSM · Decision evidence
Keep AI Accountable at Scale
A successful launch needs continuing ownership, review and evidence as business requirements and AI systems evolve.
Consider AI lifecycle governance to connect inventories, risk assessments, approvals and ongoing oversight.
Outcome to work toward: Clear ownership, reusable decision evidence and a review cycle tied to business value.
Recommended starting shortlist- IBM watsonx.governance
- ServiceNow AI Control Tower
- Truyo
Why these options?
IBM, ServiceNow and Truyo have verified Leader recognition in Gartner’s 2026 Magic Quadrant for AI Governance Platforms. Governance platforms complement technical enforcement and operational monitoring.
