Video 1 [04:55]: Module Introduction

  1.  Module 8: Introduction and Instructions (Completed)
  2.  Video 1 [04:55]: Module Introduction (Completed)
  3.  Video 2 [02:47]: Planning a Pilot ((Must view in order to complete this module item))
  4.  Video 3 [02:13]: Driving Automation with AI Agents ((Must view in order to complete this module item))
  5.  Video 4 [02:15]: Fool Proofing Scaling ((Must view in order to complete this module item))
  6.  Self-Study Quiz 8.1: Think & Apply💡 Pilot Readiness: From Experimentation to Organisational Learning ((Must submit the Quiz))
  7.  Video 5 [06:51]: From Pilots to Production ((Must view in order to complete this module item))
  8.  Video 6 [02:54]: Centralised vs Federal Agentic Workflows ((Must view in order to complete this module item))
  9.  Self-Study Quiz 8.2:Think & Apply💡Scaling AI Responsibly: Governance, Operating Models and Value Realisation ((Must submit the Quiz))
  10.  Video 7 [07:38]: Real-World AI Scaling: What Actually Works ((Must view in order to complete this module item))
  11.  Video 8 [08:41]: Operationalising Agentic Workflows ((Must view in order to complete this module item))
  12.  Video 9 [03:35]: The SOP & KPI Evolution: A 4-Level Maturity Model ((Must view in order to complete this module item))
  14.  Reading: Pilot-to-SOP Readiness Check ((Must view in order to complete this module item))
  15.  Video 10 [03:16]: Final Thoughts ((Must view in order to complete this module item))
  16.  Self-Study Assignment 8.4: Think & Act 💡From Pilot to SOP: Scaling an AI Workflow ((Must view in order to complete this module item))
  17.  Self-Study Assignment 8.5: Think & Act💡Human-AI Responsibility Mapping ((Must view in order to complete this module item))
  18.  Summary and Video Transcripts: Module 8⭐ ((Must view in order to complete this module item))
  19.  Professor Ian's Recommendation for Further Learning: Module 8 ((Must view in order to complete this module item))
  20.  Module 8: Q&A Discussion Board ((Not yet completed))
  21.  Module 8: Feedback Survey ((Must submit the Quiz))

In this module, Prof. Ian examines the challenges of moving AI initiatives from successful pilots to organisation-wide deployment. He explores the role of governance, workflows, operating models, SOPs and performance measurement in scaling AI responsibly and effectively. The module emphasises that sustainable AI adoption requires more than technology alone, demanding strong leadership, clear accountability and robust operational practices.

Downloaded lesson video