People · Cross-cutting axis

Awareness and training: a policy only works when people understand it.

All AI governance depends on people — board, leadership, technical teams, legal and the whole workforce. VGrid structures specific tracks for each audience, from the executive who has to decide on risk and investment to the employee who needs to know what may or may not be sent to a public LLM.

Why does generic AI training not change behaviour?

A single one-hour webinar does not change behaviour. Each audience needs a different depth and a different decision framing: leadership needs risk and investment criteria, technical teams need controls and secure development practices, legal and compliance need regulatory obligations and evidence, and the wider workforce needs concrete rules about acceptable use, sensitive data and which tools are authorised.

Tracks by audience

Same governance framework, different depth and decision framing.

Board and leadership

AI risk in business language: exposure, accountability, investment decisions, regulatory obligations and what management review must monitor.

Technical teams

AI-specific threats and controls: LLM and agent attack surface, prompt injection, data leakage, logging, human oversight and documentation of models and systems.

Legal and compliance

Regulatory reading and evidence: ISO/IEC 42001 requirements, EU AI Act risk tiers, NIST AI RMF functions and the interface with data protection law.

Wider workforce

Acceptable use awareness: what can be sent to an AI tool, what is prohibited, how to request authorisation and how to report an incident.

Topics covered

Content is adjusted to the organisation's real AI footprint.

  • Acceptable use of AI and the authorisation flow for new tools
  • Shadow AI: unsanctioned use, why it happens and how it is surfaced
  • Sensitive and personal data in AI tools, and the limits that apply
  • ISO/IEC 42001: what an AI management system requires in practice
  • EU AI Act: risk tiers and the obligations that follow from them
  • Roles, responsibilities and the evidence each role has to produce
  • Incident handling and escalation for AI-related events

Training programmes are delivered as consulting engagements, scoped to the organisation. They do not confer any official certification and are not a substitute for certification audits, which only accredited independent bodies can perform.

Structure an AI training programme

Tell us which audiences need to be covered and which AI uses already exist. VGrid proposes the tracks and the sequence.