Normalize asset telemetry, meter reads, and field updates before operational handoff.
Telemetry
Map vendor inputs. Pull AMI, MDMS, CIS billing, EDI, XML and SOAP APIs, meter reads, bills, and account data into governed staging.
Metering, billing, and vendor-data reconciliation
Metering and billing workflows break when AMI, MDMS, CIS billing, EDI, XML and SOAP APIs, spreadsheets, revised reads, and tariff rules are stitched together manually.
Mage
I mapped this energy use case as a Mage workflow.
- parse AMI, MDMS, CIS billing, EDI, XML and SOAP APIs, meter reads, revised bills, and vendor files
- validate account mappings, tariff tables, billing rules, source completeness, and anomaly thresholds
- reconcile revised reads, vendor records, and billing-system outputs
- publish dashboards, anomaly flags, finance handoffs, and explanation agents
You can inspect source revisions, parser choices, billing-rule versions, anomaly reasons, reconciliation results, and handoff status before teams rely on the output.
Use Mage to reconcile metering, billing, and vendor data workflows.
Metering and billing workflows break when AMI, MDMS, CIS billing, EDI, XML and SOAP APIs, spreadsheets, revised reads, and tariff rules are stitched together manually.
Vendor portals, XML/SOAP APIs, smart meter reads, revised reads, Excel/email bills, and legacy schemas feed Mage parsing, Snowflake staging, billing logic, anomaly flags, and explanation agents.
From energy source chaos to governed action
Use Mage as the execution layer between the specific sources, validation rules, governed delivery targets, and reusable context this energy workflow needs.
Why did the meter workflow stall?
The vendor SOAP feed retried late, so Mage held billing logic and kept the exception visible.
vendor feed delayed 18 min
Validate billing checks. Check source completeness, revised reads, account mappings, schema changes, billing rules, and anomaly thresholds.
Field contextAccess scope missing
Inspect context
Freshness checkedRole scope neededLineage attached
Register billing evidence. Version source revisions, parser decisions, billing-rule versions, reconciliation results, anomaly reasons, and ownership.
Workflow
Meter checks
Dashboard
Alert
ActionMeter anomaly routed to dashboard, service alert, and explanation-agent context.
Deliver reconciliation outputs. Publish dashboards, anomaly flags, finance handoffs, exception queues, and explanation context for agents.
How Mage reconciles metering, billing, and vendor data
Mage turns metering, billing, and vendor-data reconciliation into visible parsing, checks, exception routing, and explainable outputs.
Run the metering and billing reconciliation workflow. Parse vendor files and XML APIs, stage meter reads and bills, apply billing logic, flag anomalies, and prepare explanation context.
The metering and billing reconciliation workflow is ready to review. I parsed vendor inputs, staged meter reads, applied billing rules, flagged anomalies, and prepared explanation context.
Meter and bill comparisonException explained
Meter readBilling output
34 kWh delta traced to revised reads, vendor bill, and billing-rule version.
Start with reconciliation. Start with the AMI, MDMS, CIS billing, EDI, revised-read, XML, SOAP, or spreadsheet workflow that currently needs manual reconciliation.
Stage billing inputs. Mage pulls AMI reads, MDMS exports, CIS billing, EDI, XML and SOAP APIs, bills, spreadsheets, and account data into governed staging.
Validate billing logic. Validate source completeness, revised reads, account mappings, schema changes, billing rules, and anomaly thresholds.
Model reconciliation rules. Make account mappings, tariff logic, revised-read handling, unit conversion, and vendor-specific parsing visible and testable.
Publish explanations. Publish dashboards, anomaly flags, finance handoffs, exception queues, and explanation context for agents.
Preserve billing evidence. Record source revisions, parser decisions, billing-rule versions, reconciliation results, anomaly reasons, and ownership.
What the workflow includes
Coordinate vendor and meter inputs Mage parses AMI reads, MDMS exports, CIS billing extracts, EDI files, XML and SOAP APIs, tariff tables, revised bills, and vendor files into governed staging workflows.
Reconcile before handoff Billing logic, account mappings, revised-read handling, anomaly checks, and reconciliation rules run before finance or operations teams receive the output.
Explain billing differences Dashboards, anomaly flags, finance handoffs, and explanation agents can trace every output back to source revisions and validation evidence.
Use case details
The workflow view shows sources on the left, Mage execution in the middle, and governed outputs plus AI context on the right.
Business problem
Metering and billing workflows break when AMI, MDMS, CIS billing, EDI, XML and SOAP APIs, spreadsheets, revised reads, and tariff rules are stitched together manually.
Mage workflow story
Reconcile AMI, MDMS, CIS billing, EDI, XML and SOAP APIs, meter reads, revised bills, tariff rules, anomaly flags, dashboards, and explanation-agent context.
Workflow diagram
Vendor portals, XML/SOAP APIs, smart meter reads, revised reads, Excel/email bills, and legacy schemas feed Mage parsing, Snowflake staging, billing logic, anomaly flags, and explanation agents.
Bring Mage the AMI reads, MDMS exports, CIS bills, EDI files, XML and SOAP APIs, tariff tables, and anomaly checks that are hard to explain. Mage will map parsing, staging, billing logic, reconciliation, and exception delivery with you.