The Hidden Risk of Enterprise AI: Are You Still Stuck In Pilot Mode | MLOPs Reality Check
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Stop getting stuck in pilot projects. Learn how to scale your enterprise AI strategy beyond simple tests and into real value.Kuldeep Singh hosts Sandhya Gopalan, who shares many organizations treat AI like a science experiment, constantly stuck in the prototyping phase. We analyze why your machine learning operations are stalling and how to bridge the gap between initial tests and production-ready systems. It is not enough to have a working model if you cannot support it at scale.Moving past pilot projects requires a fundamental shift in how you analyze your cost, people, data, and technology. We discuss the necessary platform architecture to support sustainable growth and why Trusted AI is the missing piece for organizations trying to operationalize their efforts. If your team is running in place, this breakdown will help you reorient toward a strategy that actually works.Time stamps0:00 Highlights1:20 A Journey Through 21 Years of Tech5:48 Breaking Cultural and Architectural Barriers13:13 Avoiding Cloud Vendor Lock-in21:01 Operationalizing Trusted AI31:26 The Shift in DevOps Responsibilities38:19 Preventing Catastrophic AI Failures41:41 Closing remarksYouTube Channel: @techietalkswithkuldeep WhatsApp Channel: https://www.whatsapp.com/channel/0029...LinkedIn: / techietalkswithkuldeep Facebook: https://www.facebook.com/profile.php?...Instagram: / techietalkswithkuldeep Follow Sandhya Gopalan on LinkedIn: / sandhya-gopalan01
#ai #technology #machinelearning #mlops #softwareengineering #startup #techpodcast #techietalkswithkuldeep