Uploaded August 2025 | Updated September 2026, 2 weeks ago
AI Proofs of concept are easy - production is hard. Discover what it really takes to move AI beyond experimentation into enterprise-scale impact.
In this video, Thoughtworks practitioners unpack the challenges organizations face when trying to operationalize AI. Drawing on real-world engagements, they share frameworks and practices to help businesses bridge the gap between innovation labs and production environments. The result? Scaling up from AI POC to large-scale production.
Key themes include:
- Why so many AI initiatives stall at the PoC stage
- The importance of aligning AI projects with business outcomes
- Building resilient infrastructure for production AI
- Managing risks around reliability, scale, and cost
- Steps to ensure AI delivers measurable value
If you’re responsible for AI strategy or delivery at your business or enterprise, this session will help you rethink how to translate AI ambition into results.
Thoughtworks is a globally leading tech consultancy with expertise in AI scaling, data modernization, and more. Follow us on YouTube for the latest talks and content on AI transformation.
Visit us at: thoughtworks.com
AI Proofs of concept are easy - production is hard. Discover what it really takes to move AI beyond experimentation into enterprise-scale impact.
In this video, Thoughtworks practitioners unpack the challenges organizations face when trying to operationalize AI. Drawing on real-world engagements, they share frameworks and practices to help businesses bridge the gap between innovation labs and production environments. The result? Scaling up from AI POC to large-scale production.
Key themes include:
- Why so many AI initiatives stall at the PoC stage
- The importance of aligning AI projects with business outcomes
- Building resilient infrastructure for production AI
- Managing risks around reliability, scale, and cost
- Steps to ensure AI delivers measurable value
If you’re responsible for AI strategy or delivery at your business or enterprise, this session will help you rethink how to translate AI ambition into results.
Thoughtworks is a globally leading tech consultancy with expertise in AI scaling, data modernization, and more. Follow us on YouTube for the latest talks and content on AI transformation.
Visit us at: thoughtworks.com
