Social Post 06: Audit Trail Risk

Regulators expect immutable metering records.

When an ESOS or MEES auditor reviews your metering data, they ask: "Show me the audit trail."

If your answer is "the data is in our EMS"—you have a problem.

AI-estimated readings, especially when retroactively corrected or refined, need full lineage:

• When was this reading calculated?

• What inputs were used?

• Which model version?

• Any corrections applied? Why? By whom?

Without immutable, documented audit trails, auditors flag "data integrity concerns."

VMGA-AUDIT solves this by implementing:

• Timestamped records

• Source documentation

• Change logs

• Dispute event tracking

Audit trails transform compliance from "we hope we're okay" to "here's the proof."

#RegulatoryCompliance #ESOS #DataIntegrity