Online Masterclass: From AI Pilot to Production

Online Masterclass: From AI Pilot to Production

Most AI projects don't fail. They stall.

The model works. The demo lands. Then months pass and nothing ships. Not because the technology is wrong — but because nobody built the system around it.

This session is about that system. The data pipelines that break in production. The governance layer nobody designed. The team asked to do three jobs at once. The vendor contract nobody read until it was too late.

We'll work through the 5 patterns that kill most pilots, run a live diagnostic on your own initiative, and leave with a framework that turns a stalled project into a production system.

WHAT TO EXPECT

• A live diagnostic exercise — score your own AI initiative across 6 readiness dimensions and identify exactly where it's stuck
• The 5 operational killers that stall most pilots — with real resolution patterns, not theory
• Anonymised delivery patterns from fintech, logistics, and insurance engagements
• A working session where you apply the framework to your own project
• Direct Q&A with Niraj — specific, honest answers from someone who has shipped production AI systems, not theory

KEY TAKEAWAYS

• A diagnostic framework to pinpoint where your initiative is blocked
• The 5 production killers — and the pattern to resolve each
• A production-readiness checklist you can use the following week
• A clear picture of what a governed, scalable AI system looks like in practice