With Dr. William Jones, Head of AI, Embecosm

This webinar introduces the Techworks Best Practices in AI Guide, a structured, living reference to help teams plan and execute AI and ML projects.

The guide is organised around five core questions that capture the essential phases of an AI initiative, from project definition through deployment.

Each question is broken into a sequence of concrete tasks, with explicit requirements and evidence metrics to track progress.

We’ll walk through:

– The conceptual framing of the guide and its role as a continuous tool (not just a one-off checklist)

– How the five major questions ensure comprehensive coverage of design, development, and deployment phases

– The task tables: how to interpret them, decide which tasks are optional, and use the ‘evidence / done’ structure for accountability

– Best practices for iterating back through earlier steps as insights emerge

Attendees will finish with a clear understanding of how to apply this methodology in their own AI/ML projects and how to structure decision-making, track progress, and ensure no critical phase is overlooked.