Use cases

Native energy apps utilities build with DOTA AI.

From forced-outage analysis to battery revenue, every one is a real app teams ship in weeks, with the industry’s KPIs and source systems already understood and validated by GlassBox AI. Start with a flagship use case, each with its own walkthrough.

Flagship use cases

See it built, end to end.

Fourteen production-grade use cases, each on its own page. Six include a short explainer video today, and more are in production.

Full library

Every app on the platform.

Browse the complete set of native energy and utility apps by category.

Electric power

Load & Demand Forecasting

Short- and long-term forecasts at system, feeder, and customer level, including the data-center and electrification load growth reshaping your peak.

Peak demand (MW)MAPECoincident peak
AMI/MDM · EMS · Weather · GIS
Electric

Outage Analytics & Reliability

Compute IEEE 1366 reliability indices automatically and pinpoint chronic outage clusters by feeder, circuit, and cause.

SAIDISAIFICAIDI / MAIFI
OMS · SCADA · GIS · AMI
Electric

Predictive Outage & Storm Response

Forecast outage probability and crew needs ahead of storms by fusing weather, asset, and AMI last-gasp signals.

Predicted ETRCustomers at riskCrew utilization
OMS · Weather · GIS · AMI
Electric

T&D Asset Health & Risk Scoring

Score transformers, breakers, and lines by condition and consequence to target capital where failure risk is highest.

Asset health indexDGAProbability of failure
SCADA · GIS · CMMS · DGA labs
Electric

Hosting Capacity & Interconnection

Model feeder thermal and voltage headroom to clear the DER interconnection queue faster.

Hosting capacity (MW)Feeder loading %Voltage rise
GIS · ADMS · Power-flow · AMI
Electric

Voltage / VAR & Power Quality

Detect voltage excursions, harmonics, and flicker to support CVR and power-quality programs.

ANSI C84.1 bandTHDPower factor
SCADA · ADMS · PQ meters · AMI
Electric

Unit Performance & Heat Rate

Track thermal-unit efficiency and flag degradation against design curves across the fleet.

Net heat rateCapacity factorHeat-rate deviation
Historian · DCS · EMS
Electric

Generation Asset Health

Predict turbine, HRSG, and balance-of-plant failures from sensor anomalies before they become forced outages.

EFORMTBF / MTTRHealth score
Historian · CMMS · Vibration
Electric

Renewable & Storage Performance

Monitor wind, solar, and BESS output, curtailment, and degradation against resource forecast.

Performance ratioCapacity factorRound-trip efficiency
SCADA · Inverter/BMS · Met stations
Electric · Markets

Fuel & Dispatch Optimization

Optimize unit commitment and fuel burn against load and market price signals.

Production costFuel burnMarginal cost
EMS · ETRM · Historian
Electric power

AMI Meter-to-Cash & Data Quality

Monitor read completeness, VEE exceptions, and estimated-bill rates across the AMI fleet to protect revenue.

Read success %VEE exceptionsEstimated-bill %
AMI · MDM · CIS/Billing
Electric power

Revenue Protection & Theft Detection

Detect non-technical loss, tampering, and bypass from interval-data anomalies and energy-balance gaps.

Non-technical loss %Tamper eventsEnergy balance
AMI/MDM · GIS · CIS
Electric power

Customer Energy Insights

Surface usage patterns, high-bill alerts, and rate-plan fit to power customer-facing programs.

Usage per customerLoad factorHigh-bill anomalies
AMI/MDM · CIS · Rate engine
Electric power

Rate Design & Bill Impact

Simulate TOU and demand-rate scenarios and quantify bill impacts across customer classes for rate cases.

Bill impact $/%TOU peak ratioClass revenue
MDM · CIS · Rate models
Markets

ISO/RTO Settlement & Invoice Validation

Shadow-settle ISO charge codes and reconcile invoices to catch discrepancies before they cost you.

Settlement varianceCharge-code exposureTrue-up $
ISO/RTO · ETRM · Meter
Markets

Energy Position, P&L & Risk

Track real-time positions, mark-to-market, and credit exposure across power and renewables.

VaRMtM P&LCredit exposure
ETRM · Price feeds · Deal capture
Markets · Electric

Nodal Price & Congestion (LMP)

Analyze LMP, basis, and FTR/CRR value across nodes and zones to inform bidding and hedging.

LMP ($/MWh)Congestion / lossFTR / CRR P&L
ISO/RTO LMP · ETRM · EMS
Markets

Day-Ahead Bid & Offer Optimization

Optimize DA/RT bids, ancillary offers, and storage dispatch against forecast prices.

DART spreadAncillary clearingDispatch efficiency
ETRM · EMS · Forecasts
Electric

Demand Response & DER / VPP

Measure DR/VPP event delivery and verify behind-the-meter DER dispatch and settlement.

Demand reduction (MW)Dispatch availabilityM&V baseline
DERMS · AMI/MDM · ADMS · OpenADR
Electric

Wildfire Risk & PSPS Support

Quantify dynamic ignition risk and support PSPS, hardening, and vegetation prioritization.

Ignition risk scoreFuel moisture / FPIPSPS customers
GIS · Weather/fire · LiDAR · OMS
Power

Emissions & ESG Reporting

Track the generation emissions inventory and produce GHGRP and ESG disclosures that are sourced and audit-ready.

CO₂e (tons)lb / MWhEmissions rate
CEMS · Historian · ESG warehouse
Electric

NERC GADS Reporting

Generate GADS event and performance records with EFOR/EAF automatically. No manual spreadsheets at quarter close.

EFOREquiv. availabilityGADS cause codes
CMMS · Historian · OMS

Have a use case that isn’t here? It’s probably a week away.

See DOTA AI build a real utility app on your data in a 30-minute working session.