AI Security Must Focus On Recovery, Not Just Prevention: Rubrik’s Vipul Nayak

by · Inc42

SUMMARY

  • B2B startups are pivoting from traditional software architectures to agentic SaaS, however, heavy token consumption is emerging as a major constraint on profitability
  • During a session titled ‘How SaaS Companies Are Building Agentic Products Without Breaking Margins’ at Inc42’s AI Summit, panellists explored structural friction between scaling autonomous workflows and managing skyrocketing infrastructure costs
  • The panellists shared practical insights on building, deploying, and scaling agentic AI systems safely while maintaining healthy unit economics