Resources
Resources for Responsible AI Adoption
Tools, templates, and research to help small businesses navigate AI adoption while protecting their workforce.
Toolkits
Practical tools for workforce alignment.
Downloadable templates and guides to implement the AWG framework in your organization.
AI Impact Assessment Template
Evaluate which roles and tasks will be affected by AI implementation before you begin.
Workforce Mapping Guide
Identify skills, roles, and transition pathways across your organization.
Transition Planning Worksheet
Structure redeployment, reskilling, and role redesign before considering displacement.
Communication Templates
Ready-to-use templates for transparent workforce communication during AI transitions.
Research
Evidence-based insights on AI and workforce.
Key studies and reports that inform our framework and approach.
The Future of Employment: How Susceptible Are Jobs to Computerisation?
Oxford Martin School
Artificial Intelligence and the Future of Work
MIT Task Force
Jobs Lost, Jobs Gained: Workforce Transitions in a Time of Automation
McKinsey Global Institute
The Impact of AI on Employment: A Systematic Review
Brookings Institution
Automation and New Tasks: How Technology Displaces and Reinstates Labor
NBER Working Paper
Videos
Learn through visual guides.
Video content explaining AI automation and workforce transition strategies.
Understanding AI Automation Risk
An introduction to assessing which roles are most affected by AI.
The AWG Framework in Action
See how small businesses implement responsible AI adoption.
Workforce Transition Success Stories
Real examples of redeployment and reskilling done right.
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