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Socio-Technical Ecosystem Design
Workforce Orchestration and Transformation (WOT)
Module 1
Hybrid Workflow Design
The Philosophy of Task Unbundling: From Job Roles to Workflow Components
Building Shared Understanding in Human-Agent Teams
Redesigning a Customer Service Workflow for a Canadian Telecom
Performing a Cognitive Task Analysis
Designing an Integrated Human-Agent Task Allocation Map for CanAssure Claims Processing
Cognitive Task Analysis and Dependency Graph Construction for a Financial Analyst Role
Hybrid Workflow Design
Module 2
Human-in-the-Loop (HITL) Architecture
The Strategic Imperative of Human-in-the-Loop Design
Practical Guide to Implementing HITL Architectures
Designing a HITL System for an AI Loan Approval Agent
Defining Uncertainty Thresholds for AI Intervention
Architecting a Complete HITL Exception Handling System for CanAssure’s High-Value Claims
Defining Uncertainty Thresholds and Veto Interfaces for an Automated Loan Approval System
Human-in-the-Loop (HITL) Architecture
Module 3
Benchmarking Socio-Technical Performance
The New KPIs for Hybrid Workforces
The Ethics and Practice of Algorithmic Management
Calculating Core Socio-Technical KPIs
Designing a Cohesion Dashboard
Establishing Socio-Technical Performance Benchmarks and a Cohesion Dashboard for CanAssure
Calculating Time-to-Value and Accuracy Lift for a Hybrid Customer Support Team
Benchmarking Socio-Technical Performance
Module 4
Auditing for Cognitive & Collaborative Friction
The Art of the Friction Audit: A Guide for HAGX Leads
Facilitating Hybrid Retrospectives: A Practical Guide
Case Study: Diagnosing and Solving Burnout in an AI-Augmented Customer Service Center
Measuring Skill Decay in Hybrid Teams
Developing an Audit and Mitigation Plan for Cognitive Friction at CanAssure
Conducting a Friction Audit and Measuring Skill Decay in a Team of Over-Reliant Analysts
Auditing for Cognitive & Collaborative Friction
