Celfocus helps organisations adopt a Shit-left, AI-specific security approach that complements existing secure software lifecycles with an AI-focused security framework covering planning and design, data collection and processing isolated model evaluation, system-level verification, secure deployment and continuous monitoring - reducing AI risks while accelerating safe and complaint innovation.
Key takeaways:
- Traditional secure-development lifecycles are not sufficient for AI systems
- Applying Shift-Left security principles to AI development requires AI-specific phases
- AI security is inherently continuous and risk-base
