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Webinar: AI in Production

Many organisations today are exploring AI, but very few are able to successfully take it into production. 

Moving from proof-of-concept to real-world deployment often brings unexpected challenges, from unpredictable outputs to difficulties in handling real-world data and maintaining control over AI systems. 

In this webinar, we will share practical insights into why AI projects get stuck between demo and production, and what engineering teams can do differently to build reliable, scalable AI systems. 

Key Discussion Points

  • Why AI systems often behave unpredictably in production 
  • The gap between controlled demos and real-world inputs 
  • Challenges in scaling AI systems reliably 
  • The importance of context, orchestration, and system design 
  • Common patterns from teams that successfully ship AI 

Who Should Attend 

  • CTOs and Technology Leaders 
  • VP / Head of Engineering 
  • Engineering Managers 
  • Product and Platform Leaders 

Speaker 

Ashwin Bilgi
Engineering Manager
GitLab 

Date: 27th May 2026

Time: 15:00 BST, 09:00 CDT

Duration: 60 mins

Platform 

This will be a live webinar hosted on Zoom, followed by an interactive Q&A session. 

Why Attend 

  • Gain practical insights into AI implementation challenges 
  • Learn from real-world engineering experiences 
  • Understand how to move AI initiatives beyond experimentation 
  • Explore approaches to build more reliable AI systems 

Registration  

Register now to reserve your spot Webinar-AI-in-Production

For any queries, please reach out to: india.marketing@necsws.com