From Prototype to Production: Building Gen AI Solutions

The Tech Trek

In this podcast episode, Amir Bormand interviews Michelle Avery, Group VP of AI at WillowTree, a TELUS International Company. They discuss the process of prototyping Generative AI (Gen AI) solutions and transitioning from prototypes to production-ready applications. Key points include identifying business problems, the importance of intentional prototyping, overcoming data access challenges, and ensuring user acceptance and ROI. Michelle shares insights from her work at WillowTree, emphasizing the role of strategic planning and cross-disciplinary collaboration in successful AI implementation.

Highlights

01:34 Prototyping Gen AI Solutions

03:25 Identifying Business Problems for AI Solutions

06:40 Challenges in Prototyping and Data Access

07:55 From Prototype to Production

09:57 Ensuring User Acceptance and Feedback

16:01 Moving Beyond Chatbots

Guest:

With 17 years of experience across engineering, AI, FinTech, and Robotics, Michelle Avery is a technical leader in the Data and AI space. As the Group Vice President of AI at WillowTree, a Telus International Company, Michelle is passionate about building responsible, production-ready AI applications that address real-world business problems. She leads innovative initiatives in generative AI, oversees impactful research projects, and drives the development of data-intensive applications for Fortune 100 clients.

www.linkedin.com/in/michelle-avery-63729bb7

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