
Beyond the Demo: Building Agentic AI Systems That Drive Real Business Impact
On – Demand | Duration: 60 mins | Format: Presentation + Q&A | Virtual
Movate, in collaboration with Lyzr, has brought together enterprise leaders to share insights on successfully scaling AI initiatives from pilot to production.
Most enterprise AI projects don’t fail because the models don’t work; they fail in the transition from pilot to production. What appears successful in controlled environments often unravels at scale due to complexities such as fragmented data, limited integrations, and operational constraints.
A critical insight: Only around 53% of AI initiatives successfully make it to production, and the gap is rarely due to the technology itself.
This session will explore what it truly takes to move from pilots to production-ready systems, covering architecture, governance, cost optimization, and organizational challenges that enterprises often underestimate.
Learning Objectives
- Understand why AI fails to scale and how to avoid the most common production traps.
- Identify the critical gaps in your current architecture, governance, and operating model that are limiting scale.
- Anticipate failure points in your AI scaling journey early and take decisive action to prevent costly breakdowns in production
- Build a clear roadmap to move from isolated pilots to enterprise-grade, production-ready AI systems
- Evaluating approaches to cost optimization, compliance, and model routing at enterprise scale to ensure sustainable ROI.
- Establish the right ownership, accountability, and cross-functional alignment to turn AI into a continuous, value-generating capability
Panel Speakers

Devanathan Desikan: AVP & AI Architect, Movate
Devanathan leads AI-driven solutioning across the SDLC and IT Ops lifecycle at Movate, helping enterprises move AI from concept to scalable production systems. With over 20 years of experience in product and quality engineering, he has industrialized AI-driven ways of working across global clients.
He holds an Executive Certificate in Product Engineering from the Indian School of Business. He is an active innovation leader with an issued patent for AI-infused insurance processes and additional filings in resilience engineering and the enterprise knowledge fabric.

Anju Chaudhary: Vice President, Global Partnerships, Lyzr
Anju is a technology business leader with global experience in scaling AI-led innovation across enterprises. At Lyzr, she works with organizations worldwide to adopt and scale Agentic AI solutions that deliver measurable business outcomes.
She has previously led AI adoption across EMEA and APAC and driven enterprise deployments in Gen AI, Agentic AI, and Edge AI.
Contact Us
To learn more or schedule a discussion with our experts, reach out to us at:
Info@movate.com