Product 01 — Now Available

You can't predict what
you haven't measured.

CommuGrid gives distribution utilities a continuous, data-driven view of transformer fleet health — scored, ranked, and ready to act on. Know which units are approaching failure before the outage call comes in at 2 a.m.

CG
Caldex · Fleet Dashboard
Transformer Health Intelligence
Demo Environment
Critical Risk
38
Score ≥ 90 — act now
High Risk
127
Score 75–89 — inspect soon
Avg. Fleet Age
34.2y
Industry avg: 38y (DOE, 2024)
Asset ID / Unit details Substation KVA Age Risk tier Score
Unit A-001
ABB · 500 KVA · Mineral oil · ONAN
North Sub
500
61y
critical
94
Unit A-002
GE · 250 KVA · Mineral oil · ONAN
East Sub
250
59y
critical
89
Unit B-014
Eaton · 167 KVA · Ester fluid · ONAF
South Sub
167
57y
high
84
Unit C-007
Howard Industries · 100 KVA · Mineral
West Sub
100
55y
high
81
Unit B-031
Cooper Power · 75 KVA · Mineral oil
North Sub
75
52y
high
78
Caldex · Illustrative demo — representative fleet data for product demonstration commugrid.io
FERC Order 881 compliant NERC CIP-ready security SOC 2 Type II in progress 30-day deployment No new hardware required
The situation right now

America's distribution grid is aging into a reliability crisis.

38
Average age in years of US distribution transformers — well past optimal service life of 30–35 years, across all utility types
US DOE Grid Deployment Office, 2024
2–4
Year lead time for a replacement unit, up from 8 weeks before 2022. A failure today may mean no replacement until 2028
Edison Electric Institute, 2024
6,000+
Electric utilities — co-ops, municipals, IOUs, and G&T associations — managing aging fleets without purpose-built predictive analytics
EIA Electric Power Annual, 2024
68%
Of major US power outages traced to distribution equipment failure — transformers are the leading cause regardless of utility type
NERC Reliability Report, 2023
"The transformers that will fail next year are on your system right now. The question is whether you know which ones."

Most utilities manage transformer failures reactively — an emergency crew dispatch, a customer outage, a NERC reliability report, and the increasingly grim reality of 2–4 year replacement lead times. A transformer that fails today may not be replaceable until 2028, regardless of whether you operate a co-op, a municipal system, or a distribution division of an IOU.

The solutions that address this — Doble Engineering, Eaton, ABB — start at $500,000 and require 18-month professional services engagements. They were built for large investor-owned utilities with 50-person technology departments. They were not built for the operations team of three managing 15,000 transformers across a distributed service territory.

CommuGrid Caldex was built for every utility that needs operational intelligence without enterprise overhead. It reads your existing SCADA and AMI data, trains a health model on your fleet's actual failure history, and gives you a scored, ranked list of every transformer in your territory — within 30 days of signing, without replacing any existing infrastructure.

The CommuGrid platform

One suite, built layer by layer across the grid intelligence stack.

Our first product is available now for co-ops, municipals, IOUs, and G&T associations. Four more products are in development and accepting waitlist applications.

Product 01 · Available Now
Caldex
Transformer Fleet Health Intelligence

Caldex continuously monitors every transformer in your territory, scoring each unit on a 0–100 health index built from thermal data, dissolved gas analysis, load history, and age. It connects to your existing SCADA, AMI, and outage management systems — no new field hardware needed to start — and delivers a live risk list within 30 days.

  • Per-transformer health scoring: ML model trained on your fleet's actual load, temperature, DGA, and failure records. Scores refresh continuously as new data arrives.
  • Fleet dashboard: Every transformer on one screen, filterable by substation, voltage class, circuit, and risk tier. Designed for a lean operations team, not a dedicated data analyst.
  • Early failure detection: Flags at-risk units 30–90 days before failure. Work orders auto-push to your CMMS — IBM Maximo, Infor, or Salesforce Field Service.
  • FERC Order 881 compliance module: IEEE C57.91 ambient-adjusted thermal ratings for every unit, with documentation ready for regulatory submission.
  • Pre-built integrations: OSIsoft PI, GE Grid Solutions, Itron, Sensus, MQTT/Modbus. Most integrations live within two weeks of sign-off.
Deployment
Time to first risk report30 days
Hardware required to startNone
Minimum IT involvementRead-only credentials
Supported fleet size1,000 – 250,000 units
Intelligence
Prediction window30–90 days
Model inputsThermal, DGA, load, age
Score refreshContinuous
FERC 881Built-in
CMMS integrationMaximo, Infor, Salesforce
Security
ArchitectureNERC CIP-ready, read-only
Encryption in transitTLS 1.3
Encryption at restAES-256
InfrastructureAWS GovCloud (US-East)
Compliance auditSOC 2 Type II in progress
Products in development — accepting waitlist applications
Nexum
DER Protocol Intelligence
Est. availability: 2027
🔒
Join waitlist
Provex
Procurement Intelligence
Est. availability: 2027
🔒
Join waitlist
Ampera
C&I Energy Optimization
Est. availability: 2028
🔒
Join waitlist
Tractus
Interconnection Automation
Est. availability: 2029
🔒
Join waitlist
Fleet intelligence, visualized

Every transformer. Scored, ranked, and visible.

A live composite of thermal data, dissolved gas readings, load history, and asset age — scored continuously across your entire fleet.

Monitored
14,872
Critical
3
High Risk
6
Work Orders
6
Avg Age
34.2y
CALDEX LIVE  ·  Updated 0s ago
NTH-1 NORTH MAIN EST-2 EAST SUB CTR-3 CENTRAL JCT WST-4 WEST SUB RVR-5 RIVER ROAD HGH-6 HIGHLAND TR-0026 CRITICAL · 97 N 25 mi
TR-XXXX-X
Substation · KVA · Manufacturer
Age
Risk Factors
Critical (≥90)
High (75–89)
Elevated (55–74)
Moderate (35–54)
Low (<35)
CALDEX DEMO ENVIRONMENT · Illustrative fleet data · commugrid.io
Deployment process

Operational in 30 days — not 18 months.

01
Connect your existing systems
Caldex connects to your SCADA, AMI head-end, and outage management system using read-only credentials. We support OSIsoft PI, GE Grid Solutions, Itron, Sensus, and generic MQTT/Modbus. Your IT team provides API access — we handle everything else. Most integrations are live within two weeks. No on-site installation required.
02
Model trains on your fleet's actual data
Caldex ingests your historical load profiles, temperature logs, outage records, and dissolved gas data. The health model calibrates to your fleet's specific characteristics — geography, asset vintage, load patterns, failure history. You review initial results with our engineering team before anything goes live.
03
First risk list delivered on Day 30
Your operations team gets a live dashboard with every transformer scored and ranked. The highest-risk units list specific risk factors — elevated DGA, persistent overloading, age-related degradation — so field crews know exactly what to look for. Critical alerts go to your phone. Work orders push directly to your CMMS.
04
Accuracy improves as the model learns your network
Every field inspection your crews complete feeds back into the model. By month six, Caldex's risk scores are tuned to the failure patterns in your specific territory. FERC Order 881 compliance documentation generates automatically for your full fleet throughout.
Caldex · Integration Manager · Step 1 of 4 3 of 5 connected
OSIsoft PI Server
SCADA · PI protocol · scada.yourutility.org
2.8M records ingested
AMI Head-End (Itron)
AMI · REST · ami-api.yourutility.org
1.2M records ingested
Outage Mgmt System (GE)
SCADA · REST · oms.yourutility.org
Syncing…
CMMS (IBM Maximo)
CMMS · REST · maximo.yourutility.org
Pending config
IoT Gateway (MQTT)
IoT · MQTT · iot-gw.yourutility.local · 487 sensors
487K events
Caldex pricing

Priced for operational teams, not enterprise procurement.

No six-figure professional services engagement. No 18-month sales cycle. Start with a paid pilot — convert to annual after you evaluate the risk scores against your own historical failure data.

Feature
Caldex Small
$2,500
/month · annual
Up to 5,000 transformers
Caldex Mid ★
$5,000
/month · annual
5,000 – 20,000 transformers
Caldex Large
$8,000
/month · annual
20,000+ transformers
Continuous fleet health dashboard
Per-transformer risk scoring (0–100)
Critical and high-risk alerts (SMS + email)
SCADA/AMI data source integrations
2 sources
Unlimited
Unlimited
FERC Order 881 compliance module (IEEE C57.91)
CMMS work order push (Maximo, Infor, Salesforce)
Fleet replacement capital planner
IoT sensor integration support
Multi-territory portfolio dashboard
Custom ML model tuning for your fleet
Priority support with 4-hour SLA

All tiers include a one-time implementation fee of $10,000–$15,000. Pilot programs available at 50% of implementation cost. Custom pricing for statewide associations and holding companies managing multiple utility territories.

Common questions

From operations managers and engineering teams.

The questions utility procurement and engineering ask before they sign. We'd rather answer them here.

Do we need to buy new hardware to use Caldex?+
No. Caldex connects to your existing SCADA, AMI, and outage management systems using read-only access. Most utilities get their first risk assessment within 30 days using operational data they already have. If you want to add IoT sensors to your highest-risk units — temperature probes, dissolved gas monitors, partial discharge detectors — we'll help you select cost-effective options and handle the integration. Sensors are not a prerequisite; you decide where to invest based on what the risk scores tell you first.
How does Caldex handle NERC CIP security requirements?+
Caldex is designed for NERC CIP compliance from the architecture level. All data flows are unidirectional — we read from your operational systems and never write back to them. Caldex has no control plane connection to your SCADA or DMS. Data is encrypted in transit (TLS 1.3) and at rest (AES-256). We host on AWS GovCloud (US-East) and will complete your vendor security questionnaire during the pilot process. Our SOC 2 Type II audit is underway with certification expected by Q4 2026.
What does FERC Order 881 require and does Caldex handle it?+
FERC Order 881 (effective July 2025) requires transmission owners to use ambient-adjusted ratings for equipment capacity instead of static seasonal ratings. For transformers, this means calculating loading limits using IEEE C57.91 thermal models that account for actual ambient temperatures — not just nameplate values. Caldex computes these ratings for every transformer in your fleet and generates the documentation your transmission team needs for regulatory demonstration. This replaces a significant amount of manual engineering work.
Our operations team is lean. Is this realistic to deploy without a large IT department?+
Caldex was designed for organizations with lean IT teams. Your team's role is providing read-only API or data export access to your SCADA and AMI systems. CommuGrid's engineers handle all integration work, configuration, and initial model training. After deployment, your operations team works the dashboard independently — IT involvement after go-live is minimal. The 30-day deployment timeline is based on actual engagements, not marketing estimates.
How accurate are the risk scores and how do we evaluate that?+
Accuracy depends on the quantity and quality of your historical data. We share precision and recall metrics for your specific fleet during the pilot period — you evaluate the model's performance against your own historical failure records before committing to an annual subscription. Accuracy improves continuously as field inspection results feed back into the model. By month six, the scores are calibrated to the failure patterns in your territory. We don't promise a specific number before seeing your data, because every fleet is different.
What happens when we want other CommuGrid products?+
Caldex is built on CommuGrid's shared data model. When Nexum, Provex, Ampera, and Tractus launch, Caldex customers get priority onboarding and your existing integrations, user accounts, and historical data carry over without re-implementation. The more CommuGrid products you use, the more the underlying data model compounds in value across all of them — that's by design.
Get early access

Stop finding out about
failures after they happen.

We're onboarding a select group of distribution utilities as early-access customers — co-ops, municipals, and IOU distribution teams. Tell us about your fleet. We'll respond within one business day.

No sales pressure — just a technical conversation.

What happens after you submit
01
Initial call
30 minutes with our team to understand your fleet size, existing systems, and what problems you're trying to solve.
Within 1 business day
02
Fleet assessment
We review a sample of your asset data and give you an honest assessment of what Caldex could deliver — including a realistic accuracy expectation for your fleet.
Within 1 week
03
Pilot agreement
If there's a fit, we structure a 90-day paid pilot at reduced implementation cost. You evaluate the scores against your historical failure data before signing long-term.
At your pace
04
First risk list
30 days after pilot kick-off, your operations team has a live, scored, ranked view of every transformer in your territory.
Day 30 of pilot