Cisco AI Defense targets unique vulnerabilities in enterprise AI systems, offering tools like model validation, runtime protection, and application discovery. This new platform aims to secure AI development and deployment, positioning Cisco alongside industry leaders IBM and NVIDIA in addressing evolving cybersecurity challenges.

The AI lifecycle is a comprehensive framework guiding AI projects from problem definition to operational success. By focusing on systematic phases — problem identification, data collection, training, evaluation, deployment, and monitoring — this approach ensures adaptable and impactful AI solutions. Explore how lifecycle tools enhance performance and empower dynamic applications.