From platforms to autonomous delivery: How AI is rewriting software operations

Sundeep Bobba explores how AI is shifting platform engineering from self-service tooling toward adaptive systems that learn, govern, and act across the software lifecycle. He discusses practical implementation patterns for embedding intelligence into platforms, including policy automation, risk prediction, autonomous CI/CD decisions, and developer self-service with guardrails. The session emphasizes real-world lessons, organizational readiness, and measurable outcomes rather than hype or product pitches.

Key takeaways:
• Patterns for AI-augmented internal platforms
• Where to start: data, guardrails, and feedback loops
• Governance and security implications of autonomy
• Measuring impact: reliability, velocity, and DX