Social Post 11: VMGA Five Modules
- James W.
- 3 days ago
- 1 min read

The Virtual Metering Governance Architecture (VMGA) is five integrated modules addressing five critical gaps in AI energy metering governance:
VMGA-CALIBRATE
Establishes calibration protocols. Proves AI models are accurate.
VMGA-TRACE
Creates metrological traceability. Links estimates to national standards.
VMGA-ALLOCATE
Defines transparent cost allocation. Discloses virtual meters to tenants.
VMGA-AUDIT
Implements data integrity controls. Proves every reading is auditable.
VMGA-DISPUTE
Establishes neutral dispute resolution. Resolves billing challenges fairly.
Together, these five modules transform AI energy metering from an ungoverned liability into a defensible, compliant system.
Full implementation roadmap available in the VMGA Practitioner Guide.

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