Processes

Aggregate meter readings

How aggregate meter readings are reshaped as AGI capability advances.

ProcessesAggregate meter readings
Aggregate meter readings — illustrated

Business-as-Code

Read as an executable program — the work decomposed into Code, Generative, Agentic, and Human.

Aggregate meter readings sits inside a larger value-flow — 1 parent structure it composes into. The hierarchy is grounding, not the story: it tells you which aggregate exposure Aggregate meter readings inherits.

The problems this exposes

Node-intrinsic problems read straight off the graph (exposesProblem) — the evergreen wedges a builder could take into this space.

Where Aggregate meter readings sits

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How the work flows

Trigger: A scheduled billing cycle initiates or raw interval data from automated and manual meter reads enters the collection system.

  1. Ingest raw interval and scalar data from AMI networks and manual collection systems
  2. Standardize formats across diverse meter hardware and communication protocols
  3. Execute initial validation checks to identify gaps, spikes, or anomalies
  4. Apply estimation algorithms to fill missing or rejected data points
  5. Calculate aggregated usage totals for the defined billing periods
  6. Transmit the consolidated datasets to the billing engine and customer portal

Outcome: Validated, estimated, and edited (VEE) meter readings are consolidated and delivered to the billing and customer information systems.

Measured by

Meter Read Success RateEstimated Read PercentageAggregation Cycle TimeVEE Exception Rate