πŸ“‘ Meter Data Management

AMI Data That Actually
Powers Your Operations.

Serveiz MDM is a purpose-built meter data management platform that collects, validates, estimates, and delivers interval reads from any head-end system β€” so your billing engine always has clean, complete data and your operations team has real-time meter intelligence.

Multi-HES Data Collection

Connect to any AMI or AMR head-end system and consolidate all your meter data in one place β€” regardless of manufacturer or protocol.

πŸ”Œ

Universal HES Connectivity

Pre-built adapters for Itron, Sensus, Badger, Neptune, and generic REST/SFTP integrations. Add new head-ends without custom development.

⚑

Real-Time & Batch Ingestion

Accept push-based real-time interval streams or pull scheduled batch files. Handles 5-minute, 15-minute, and hourly interval data simultaneously.

πŸ—οΈ

Scalable Pipeline

Kafka-backed ingestion pipeline processes millions of interval reads per hour without degradation. Built for utilities growing from 5,000 to 500,000 endpoints.

πŸ“¦

Multi-Tenant Architecture

Host data for multiple utilities or service territories in a single deployment, with complete data isolation and per-tenant configuration.

Live Ingestion Feed
Itron OpenWay ● 18,204 reads/hr
Sensus FlexNet ● 6,480 reads/hr
Badger ORION ● 3,120 reads/hr
Neptune E-Coder ● 1,440 reads/hr
Total throughput: 29,244 reads/hr Β· 0 errors
Supported Commodities
πŸ’§ Water ⚑ Electric πŸ”₯ Gas 🌧️ Stormwater

VEE Engine β€” Validate, Estimate & Edit

Every interval read passes through a multi-stage VEE engine before it reaches your billing system β€” catching anomalies, filling gaps, and flagging exceptions for review.

βœ…

Automated Validation

Spike detection (3Οƒ), zero-streak identification, gap detection, negative consumption checks, and configurable range limits. Rules run on every interval automatically.

πŸ“

Smart Estimation

Like-day estimation fills gaps using historical profiles for the same meter, same hour, same day-of-week. Falls back to peer-group averages when meter history is insufficient.

✏️

Manual Editing

Analysts can review and override any interval value through the MDM portal. All edits are flagged and logged with full audit trail.

πŸ“‹

Exception Workflow

Configurable exception queues route anomalies to the right team. Track resolution status, assign exceptions, and export exception reports.

VEE Exception Summary β€” Last 24h
⚑ Spike Detected24 meters
⬜ Gap / No Read61 meters
πŸ”² Zero Streak8 meters
βœ… Estimated & Filled85 intervals
πŸ“Š Data Quality KPIs
Read Completeness99.3%
Validated Reads97.8%
Estimated Reads1.5%
Manual Edits0.2%

Device Registry & Lifecycle

A single registry for every meter device in your network β€” from provisioning through decommissioning β€” with full installation and service-point history.

πŸ“‹

Meter Device Inventory

Track every device by serial number, manufacturer, model, firmware version, commodity, and HES provider. Full lifecycle status from inventory through retired.

πŸ“

Service Point Mapping

Link devices to physical service points with address, GPS coordinates, and commodity. Track the full installation history β€” which meter was at which location and when.

πŸ”„

Install & Remove Workflow

Record device installations and removals with effective dates. Automatically preserve interval history when a meter is swapped out at a service point.

πŸ“œ

Event History

Complete log of every event β€” installs, removals, firmware updates, tamper flags, and communication errors β€” for every device in your network.

Device Detail
SerialSN-MTR-R8X2A-000042
ManufacturerItron
CommodityElectric
HES ProviderITRON
Firmware1.4.22
Service PointSP-000042 Β· 142 Oak Ln
StatusActive
LAST 7 DAYS β€” INTERVAL COMPLETENESS
Avg completeness: 99.3% Β· 1 gap day estimated

Interval Data & Usage Analytics

15-minute and 5-minute interval data stored and queryable for every meter β€” enabling load profiling, leak detection, and usage intelligence across your entire service territory.

πŸ“ˆ

Interval Data Viewer

Browse, chart, and export interval reads for any meter across any date range. Drill from territory summary to individual 5-minute reads in seconds.

πŸ’§

Leak & Anomaly Detection

Continuous overnight usage alerts detect potential leaks before your customers know they have one. Configurable sensitivity per commodity and account type.

⏱️

Load Profiling

Aggregate demand profiles by service territory, feeder, rate class, or customer segment. Essential for TOU rate design and demand forecasting.

πŸ“€

Green Button / Data Export

Export interval data in Green Button, CSV, or JSON formats for customers, regulators, or third-party analytics platforms.

Interval Data Viewer β€” Meter 42
Jul 8 – Jul 15 Β· 2,016 intervals Β· Electric Β· kWh
247.4 kWh
Total Consumption
2,016
Intervals Stored
99.3%
Completeness
1 Spike
VEE Flag

Events, Tamper & Outage Processing

Process and act on the full spectrum of meter events β€” from tamper alerts and power outages to low-battery warnings and communication failures.

🚨

Tamper Detection

Receive and process tamper events from AMI head-ends in real time. Route alerts to field service work orders automatically.

⚑

Outage & Restoration

Track power outage and restoration events with timestamps and affected meter counts. Feed outage data to your operations dashboard instantly.

πŸ“‘

Communication Health

Monitor daily communication success rates by HES, route, and device. Identify meters going dark before they miss a billing read.

πŸ””

Configurable Alerts

Define alert rules for any event type, threshold, or pattern. Route alerts to staff via email, SMS, or the MDM alert queue.

Event Queue β€” Today
🚨
Tamper Detected
Meter SN-00182 Β· 7:14 AM
OPEN
⚑
Power Restored
14 meters Β· Oak St district Β· 9:02 AM
RESOLVED
πŸ“‘
Communication Miss
Meter SN-00841 Β· 3 consecutive days
REVIEW
πŸ’§
Overnight Leak Alert
Meter SN-01204 Β· 0.8 gal/hr continuous
OPEN

Billing-Ready Read Delivery

MDM doesn't just store data β€” it delivers validated, billing-ready reads directly to Serveiz UBS at the close of each billing cycle, eliminating manual exports and reconciliation.

πŸ”—

Native UBS Integration

Serveiz MDM and UBS share a common meter registry. Validated reads flow to UBS automatically at cycle close β€” no file transfers, no mapping tables, no manual imports.

πŸ“…

Cycle-Aligned Reads

MDM calculates consumption for each billing period using interval data β€” even when the cycle spans different read schedules or meter replacement dates mid-cycle.

πŸ“Š

Consumption Aggregation

Aggregate 5-minute or 15-minute intervals to billing-period totals by time-of-use, tier, or demand peak. Deliver exactly what your rate engine needs.

πŸ”

Read Audit Trail

Every read delivered to billing carries its full VEE lineage β€” original source, validation outcome, estimation method (if applied), and editor identity. Complete defensibility for every bill.

Billing Cycle Reads β€” Cycle 7
Meters in Cycle18,342
Actual Reads18,204 (99.2%)
Estimated Reads124 (0.7%)
Manual Edits14 (0.1%)
Delivered to UBSβœ“ 18,342
πŸ”— Also Connects To
Itron MV-90 Sensus Analytics Oracle CC&B SAP IS-U REST API SFTP Export
Built for AMI Scale

Everything You Need to Manage
Millions of Meter Reads a Day

πŸ“‘

Any Head-End System

Pre-built adapters for Itron, Sensus, Badger, Neptune, and custom SFTP/REST integrations.

⚑

Real-Time Processing

Kafka-backed pipeline handles millions of intervals per hour with sub-second latency.

βœ…

Automated VEE

Spike, gap, zero-streak, and range validation runs on every read β€” no manual review required for clean data.

πŸ“

Smart Estimation

Like-day and peer-group estimation fills gaps automatically, flagged for analyst review.

πŸ—ΊοΈ

Service Point Registry

Full install/remove history links every interval to a physical address β€” even across meter swaps.

πŸ’§

Leak Detection

Overnight continuous-flow alerts detect potential leaks and route them to your customer service team.

πŸ“Š

Interval Analytics

Load profiling, demand forecasting, and usage trend reports across any segment of your service territory.

πŸ”—

Native Billing Integration

Validated reads flow automatically into Serveiz UBS β€” no file exports, no mapping, no manual imports.

Benefits by Role

The Right Data for Every Team

πŸ“Š Billing Managers

  • Validated reads at cycle close β€” automatically
  • Exception reports before billing runs
  • Full VEE audit trail on every read
  • Zero manual import steps

πŸ—ΊοΈ Operations Managers

  • Real-time communication health dashboard
  • Tamper and outage event routing
  • Leak detection alerts by territory
  • Meter network performance KPIs

πŸ”’ IT & Data Teams

  • Open REST API for any integration
  • Green Button data export
  • Time-series data warehouse built in
  • Role-based access control
See MDM in Action

Schedule a Meter Data Management Demo

See Serveiz MDM collecting live interval data, running VEE, and delivering billing-ready reads to UBS β€” configured for your AMI environment.