Video 5 [06:51]: From Pilots to Production

  1.  Module 8: Introduction and Instructions (Completed)
  2.  Video 1 [04:55]: Module Introduction (Completed)
  3.  Video 2 [02:47]: Planning a Pilot (Completed)
  4.  Video 3 [02:13]: Driving Automation with AI Agents (Completed)
  5.  Video 4 [02:15]: Fool Proofing Scaling (Completed)
  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 (Completed)
  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))
  13.  Reading: Pilot-to-SOP Readiness Check ((Must view in order to complete this module item))
  14.  Video 10 [03:16]: Final Thoughts ((Must view in order to complete this module item))
  15.  Self-Study Assignment 8.4: Think & Act 💡From Pilot to SOP: Scaling an AI Workflow ((Must view in order to complete this module item))
  16.  Self-Study Assignment 8.5: Think & Act💡Human-AI Responsibility Mapping ((Must view in order to complete this module item))
  17.  Summary and Video Transcripts: Module 8⭐ ((Must view in order to complete this module item))
  18.  Professor Ian's Recommendation for Further Learning: Module 8 ((Must view in order to complete this module item))
  19.  Module 8: Q&A Discussion Board ((Not yet completed))
  20.  Module 8: Feedback Survey ((Must submit the Quiz))

In this video, Prof. Ian examines why many AI pilots fail to scale despite promising early results. He introduces different types of AI agents and explains how increasing autonomy brings greater governance, risk and accountability requirements. He also highlights the importance of realistic ROI calculations, ongoing maintenance and clear ownership, showing that successful AI transformation depends as much on operational discipline as on technology itself.