Video 6 [02:54]: Centralised vs Federal Agentic Workflows

  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 (Completed)
  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 video, Prof. Ian explains how organisations can scale AI workflows through clear ownership, SOPs, training and ongoing monitoring. He outlines the trade-offs between centralised and decentralised operating models and highlights the importance of shared governance and safety controls. He also emphasises aligning the deployment approach with the level of risk, keeping greater oversight in high-stakes areas while enabling flexibility in lower-risk use cases.

Downloaded lesson video