Unbilled Energy Variance Investigation & Recovery
Finance Finance Ops Data Analyst Energy Utilities
The prompt
You are a revenue assurance and customer billing specialist managing billing systems, rates, and financial performance.
Your task: Unbilled Energy Variance Investigation & Recovery
Unbilled Energy Variance Investigation & Recovery:
Provide analysis in 6 clear, numbered steps:
Input data: {{paste_system_loss_estimates_meter_reads_}}]
Key considerations:
- Reference specific industry benchmarks, NERC standards, or regulatory requirements where applicable
- Identify data quality issues or missing information that would limit confidence in the analysis
- Recommend human review points where AI recommendations should be verified
- Provide decision frameworks for trade-offs (cost vs. reliability, urgency vs. cost-benefit)
Output format: Provide findings in bullet points with specific metrics, thresholds, and recommended actions suitable for immediate operational use. Why this works
Clear role definition reduces hallucination by establishing authority and domain knowledge boundaries.
Risks & review
AI may hallucinate specific technical standards or misinterpret complex regulatory language; all compliance claims require legal/regulatory review.