AI in the General Workforce
Adoption, Governance and Training for Non-Technical Teams
By Mike McGreal, Dendro Logic
What it is
A practical playbook for helping non-technical teams use AI tools safely, consistently and effectively.
Who it's for
Operations, HR and team leaders rolling AI out to non-technical staff.
Why it matters
Adoption stalls on trust, use-case paralysis and shadow AI: unsanctioned tool use that quietly creates real risk. This addresses the human and governance side, not the technology.
TL;DR
Covers the trust and confidence problem, the shadow-AI risk and how to contain it, lightweight governance guardrails, and a training approach that gets general staff using AI well. Grounded in the UK adoption picture.
AI-in-the-General-Workforce-by-Dendro-Logic.pdf