Governance · Practical learning
AI becomes an operational capability
Copilot Credits are a shared unit of consumption for Microsoft’s AI services. Pre-purchased capacity can be combined with pay-as-you-go, and consumption can be managed through budgets, alerts and limits. Credits should therefore be treated as an operational resource: every use case needs an owner, an environment, a budget and an agreed response to deviations. Microsoft describes the Default environment as suitable for experimentation and lightweight development, not business-critical solutions. Governance consequently spans finance, security, law, product ownership and continuous change management.
Editorial synthesis: AI Alliancen. Based on the meeting and the sources below. This is not a quotation or an endorsement by the presenter.
Presentation: Jesper Schmidt · Sønderborg
Put the learning into practice
- Measure AI consumption and assign a budget, alert and accountable owner to every solution.
- Separate experimentation, development, testing and production in governed environments.
- Bring product, finance, operations, security and legal expertise into shared decisions.