THE USE-CASE LIBRARY

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139opportunities
across 5 departments
SEPTEMBER 2026 COLLECTIONAdapted from the Senpilot Global List of AI Use Cases in UtilitiesAbout the source

The collection is primarily electric. Cross-utility patterns may also apply to gas and water; validate them for your setting.

139 use cases

Customer ServiceC01

CSR co-pilot for humans

Give service representatives faster access to account context and approved guidance.

CSR
EngineeringE01

Transformer health

Prioritize review of overloaded transformers and target maintenance more precisely.

Operations
EngineeringE03

Multi-factor grid risk

Compare asset condition, exposure, and consequence when prioritizing work.

Asset Management
EngineeringE04

Outage prediction

Prepare for likely failures and evaluate opportunities for preventive work.

Asset Management
EngineeringE09

Grid hardening investments

Compare hardening options using cost, exposure, and expected risk reduction.

Planning
EngineeringE12

Capital project prioritization

Prioritize investments using explicit value, risk, and delivery constraints.

Planning
EngineeringE22

Vegetation management

Target vegetation inspections and trimming using network and imagery context.

Vegetation & Environment
EngineeringE25

Data quality management

Reduce recurring data defects in the workflows that depend on them.

Operations
EngineeringE33

Engineering data self-service

Reduce time spent finding, joining, and exporting engineering data.

Operations
EngineeringE34

Demand forecasting

Compare future demand scenarios and identify planning uncertainty.

Demand & Load
RegulatoryR10

Filing issue surfacing

Find factual or numerical issues before a filing is submitted.

Major Filing - Prep
RegulatoryR11

Precedent research

Find relevant precedent and preserve citations for expert assessment.

Major Filing - Prep
RegulatoryR12

Intervenor profiling

Anticipate recurring stakeholder themes and prepare supporting evidence.

Major Filing - Prep
RegulatoryR14

Filing consistency checking

Identify inconsistent figures or statements within and across documents.

Major Filing - Prep
RegulatoryR17

IR response drafting

Draft responses from the filed record with evidence reviewers can inspect.

Major Filing - Discovery
Customer ServiceC02

Automated AI CSR chatbot

Resolve suitable routine inquiries through an accessible self-service channel.

CSR
EngineeringE32

DSO/DERMS real-time

Provide operators with timely decision support for distributed energy resources.

Operations
EngineeringI11

DER location map

Locate distributed energy resources within the network model.

Interconnection
EngineeringDM01

Data issue identification

Locate network-model defects and prioritize them for investigation.

Data Management
EngineeringDM09

External CIM import

Identify and iterate on validation issues during model import.

Data Management
PlatformP02

Dynamic AI dashboards

Make platform health, exceptions, and operational status easier to inspect.

Platform Ops
Customer ServiceC03

AI CSR voice agent

Handle routine voice inquiries and route exceptions to the right person.

CSR
Customer ServiceC04

Billing anomaly detection

Catch unusual bills and meter readings before they create repeated customer contacts.

Customer Intel
Customer ServiceC06

Customer satisfaction AI

Focus customer outreach on the issues and journeys that need attention.

Customer Intel
Customer ServiceC09

Outage communication agent

Give customers timely, consistent updates drawn from approved outage information.

Customer Intel
EngineeringE02

AMI grid visibility

Use meter signals to improve visibility into conditions on the distribution network.

Asset Management
EngineeringE16

DER hosting analysis

Identify where distributed energy resources may connect within network limits.

Planning
EngineeringE23

Climate impact assessment

Compare how climate hazards affect assets and adaptation priorities.

Vegetation & Environment
EngineeringE26

Project cluster discovery

Find nearby work that could share mobilization, access, or traffic control.

Operations
EngineeringE27

Work order cost estimation

Prepare consistent cost estimates for planner review.

Operations
EngineeringE35

EV demand detection

Spot changes in demand consistent with electric vehicle growth.

Demand & Load
EngineeringI08

Power flow screening

Triage applications using an initial engineering screening workflow.

Interconnection
EngineeringI10

Power flow cluster studies

Support repeatable studies of multiple interconnection requests.

Interconnection
OperationsO03

Weather outage prediction

Prepare response resources against plausible weather-driven outage scenarios.

Workforce
RegulatoryR19

Witness preparation

Prepare fact packages and practice questions grounded in the evidence.

Major Filing - Hearing
RegulatoryR26

Compliance research

Locate relevant obligations and flag questions for qualified interpretation.

General Reg
RegulatoryR27

Docket summarization

Reduce first-pass reading effort while retaining links to the full record.

General Reg
RegulatoryR28

Business case development

Build business cases with inspectable assumptions and supporting precedent.

General Reg
RegulatoryR29

Peer utility benchmarking

Compare peer approaches while preserving differences in context and definitions.

General Reg
RegulatoryR30

Regulatory monitoring

Identify relevant regulatory developments for timely human review.

General Reg
EngineeringE13

Optimal asset locations

Compare candidate sites against technical, geographic, and cost requirements.

Planning
EngineeringE45

Feeder loading reconciliation

Reconcile measured and inferred loading and expose uncertainty.

Demand & Load
EngineeringE49

Asset utilization map

Show where high utilization and overloads are concentrated.

Demand & Load
EngineeringE53

Asset book-value map

Connect asset location with recorded financial and useful-life context.

Asset Management
EngineeringDM03

Field correction validation

Check proposed corrections against dependencies and business rules.

Data Management
OperationsO09

Embedded substation AI

Support local equipment monitoring when connectivity is constrained.

Operations
Customer ServiceC07

CSR info capture assist

Reduce missing or inconsistent information in handoffs from service to engineering.

CSR
EngineeringE05

Anomaly detection

Focus expert review on unusual equipment behavior.

Asset Management
EngineeringE11

Grid simulation planning

Compare growth and operating scenarios before committing capital.

Planning
EngineeringE14

Capital opportunity discovery

Surface investment opportunities for planners to investigate.

Planning
EngineeringE15

Multi-year asset planning

Connect asset needs with the timing and financial implications of investment.

Planning
EngineeringE24

External data integration

Enrich planning decisions with relevant external context.

Vegetation & Environment
EngineeringE29

Design reviews

Focus engineering review on gaps, inconsistencies, and unresolved assumptions.

Operations
EngineeringE36

Line loss detection

Identify locations where technical losses or measurement discrepancies need investigation.

Demand & Load
EngineeringE37

Emergency response planning

Prepare response options, responsibilities, and resource needs before an emergency.

Emergency & Weather
EngineeringE38

Storm preparedness planning

Pre-position people and materials using weather and asset exposure scenarios.

Emergency & Weather
EngineeringI01

Interconnection guideline retrieval

Find relevant interconnection requirements and retain their source references.

Interconnection
EngineeringI02

Design spec extraction

Turn source requirements into a draft design checklist for expert review.

Interconnection
EngineeringI03

Application form drafting

Reduce repeated manual entry when preparing interconnection applications.

Interconnection
EngineeringI04

Application validation

Find missing information or rule mismatches before an application advances.

Interconnection
EngineeringI05

Study report review

Review study findings and their implications for upgrade scope and cost.

Interconnection
EngineeringI07

Cost-sharing proposals

Compare proposed cost allocations with applicable rules and precedent.

Interconnection
EngineeringI09

Developer data preparation

Prepare consistent information for developers before application submission.

Interconnection
OperationsO01

Work order management

Improve visibility into work status, ownership, and closure evidence.

Workforce
OperationsO02

Workforce re-planning

Adapt work schedules when priorities, availability, or conditions change.

Workforce
OperationsO06

Crew dispatch optimization

Match work with available crews, skills, and operating priorities.

Workforce
OperationsO08

Project prioritization

Make project sequencing and its tradeoffs easier to review.

Workforce
RegulatoryR01

Filing checklist builder

Assemble a filing checklist with traceable requirements and owners.

Major Filing - Planning
RegulatoryR04

Engineering exhibit drafting

Prepare engineering exhibits from reviewed evidence and assumptions.

Major Filing - Prep
RegulatoryR07

Customer exhibit preparation

Assemble consistent service and reliability evidence for filing teams.

Major Filing - Prep
RegulatoryR13

Prudence review

Test the evidence supporting expenditure justifications.

Major Filing - Prep
RegulatoryR16

Interrogatory management

Organize interrogatories by topic, owner, deadline, and source.

Major Filing - Discovery
RegulatoryR20

Rebuttal drafting

Prepare a cited draft rebuttal for regulatory and legal review.

Major Filing - Hearing
RegulatoryR31

Deliverable automation

Reduce repeated data entry in recurring regulatory deliverables.

General Reg
RegulatoryR32

Regulatory helpdesk

Help staff find approved guidance and the underlying regulatory sources.

General Reg
EngineeringE41

Loading analysis workspace

Bring loading, metering, and capacity context into one planning view.

Demand & Load
EngineeringE42

System loading violations

Locate historical threshold exceedances that need engineering review.

Demand & Load
EngineeringE44

Transformer AMI violations

Flag potential transformer overloads from connected meter data.

Demand & Load
EngineeringE50

Geospatial workspace access

Make network geography easier to query and inspect.

Asset Management
EngineeringE54

Multi-layer map overlay

Compare condition, loading, reliability, and age in a shared geographic view.

Asset Management
EngineeringE55

Field inspector map

Help inspectors access relevant asset information while in the field.

Asset Management
EngineeringE61

Nameplate technical review

Reduce manual transcription of equipment nameplate information.

Asset Management
EngineeringDM16

Human escalated followup

Assign unresolved issues and confirm that their resolution passes validation.

Data Management
PlatformS01

AI based security monitoring

Help security teams triage unusual activity within approved monitoring scope.

Security
PlatformS02

Continuous penetration testing

Identify weaknesses through explicitly authorized, controlled security testing.

Security
EngineeringE57

Asset attribute correction

Capture proposed asset corrections with an explanation and review trail.

Asset Management
EngineeringE10

Non-owned asset integration

Include relevant third-party assets in network planning decisions.

Planning
EngineeringE18

Data center energy pricing

Test the assumptions behind large-load pricing and service arrangements.

Planning
EngineeringE19

Grid growth insights

Spot emerging growth patterns before they become capacity constraints.

Planning
EngineeringE21

Climate risk planning

Bring climate scenarios into documented network planning assumptions.

Planning
EngineeringE28

Design standard validation

Identify design requirements that need verification by a qualified engineer.

Operations
EngineeringE30

Construction phasing

Compare construction sequences with delivery and resource constraints.

Operations
EngineeringE39

Design specification drafting

Prepare an initial specification that engineers can validate and refine.

Design & Feasibility
EngineeringE40

Pole attachment audit

Prioritize attachment records and locations that need compliance review.

Asset Management
EngineeringI06

Agreement review

Track agreement obligations, milestones, and cost assumptions.

Interconnection
OperationsO04

Maintenance route planning

Reduce avoidable travel while respecting access and maintenance requirements.

Workforce
OperationsO05

Inventory forecasting

Anticipate inventory needs and identify potential supply gaps.

Workforce
RegulatoryR02

Filing process management

Make filing responsibilities, dependencies, and deadlines visible.

Major Filing - Planning
RegulatoryR03

Positioning alignment

Record agreed positions and surface inconsistencies in the filing narrative.

Major Filing - Planning
RegulatoryR05

Account reconciliation

Reduce manual reconciliation work and flag unexplained accounting differences.

Major Filing - Prep
RegulatoryR06

Variance analysis

Identify material variances and prepare explanations for review.

Major Filing - Prep
RegulatoryR08

Rate impact modeling

Compare bill and rate impacts under clearly stated assumptions.

Major Filing - Prep
RegulatoryR09

Tariff drafting

Prepare tariff changes with a traceable review history.

Major Filing - Prep
RegulatoryR15

Confidentiality management

Identify potentially confidential material for authorized review.

Major Filing - Prep
RegulatoryR18

Comment monitoring

Make recurring themes in public comments easier to review.

Major Filing - Discovery
RegulatoryR24

Decision summarization

Make decisions and their implications easier to communicate internally.

Major Filing - Decision
RegulatoryR25

Commitment tracking

Turn commitments into assigned actions with supporting evidence and deadlines.

Major Filing - Decision
EngineeringE43

Hierarchy loading drill-down

Trace loading issues through the network hierarchy.

Demand & Load
EngineeringE46

Loading exception filtering

Focus review on the most relevant loading exceptions.

Demand & Load
EngineeringE52

Inspection status map

Make overdue inspections and coverage gaps visible geographically.

Asset Management
EngineeringE62

Asset financial context

Bring engineering and financial assumptions together for asset review.

Asset Management
EngineeringDM11

Own business rules

Apply the utility’s own validation rules consistently.

Data Management
EngineeringDM13

Auto-correction workflow

Present correction suggestions and their rationale for review.

Data Management
EngineeringDM14

Corrected model load

Load a reviewed model with accepted corrections and retained provenance.

Data Management
EngineeringE51

Asset age map

Help planners inspect the age distribution of the asset base.

Asset Management
EngineeringE58

Asset detail drill-down

Move quickly from a geographic pattern to the underlying asset record.

Asset Management
EngineeringE59

Inspection history review

Identify missing, stale, or inconsistent inspection records.

Data Management
EngineeringE60

Asset loading detail

Understand loading in the context of an asset’s upstream and downstream connections.

Asset Management
EngineeringE64

Asset comparison view

Compare an asset with a relevant peer group before prioritizing action.

Asset Management
EngineeringE65

Asset dataset extraction

Share a consistent asset selection and its attributes with other workflows.

Asset Management
Customer ServiceC05

Social sentiment analysis

Surface recurring customer concerns for service teams to investigate.

Customer Intel
Customer ServiceC08

Customer program insights

Identify customers who may benefit from relevant utility programs.

Customer Intel
EngineeringE06

Critical asset inspections

Direct inspection resources toward assets that warrant closer attention.

Asset Management
EngineeringE07

Redundant asset discovery

Identify potential asset rationalization opportunities for engineering review.

Asset Management
EngineeringE08

Climate equipment ratings

Evaluate equipment suitability against changing climate conditions.

Asset Management
EngineeringE17

Feeder loss optimization

Compare feeder configurations for technical losses and operating constraints.

Planning
EngineeringE20

Stranded cost analysis

Examine whether new investments may become underused or unrecoverable.

Planning
EngineeringE31

Spare parts forecasting

Plan spare holdings using asset condition and likely replacement demand.

Operations
RegulatoryR21

Live hearing support

Help hearing teams locate the relevant fact and supporting record quickly.

Major Filing - Hearing
RegulatoryR22

Concession analysis

Compare settlement options with transparent assumptions and consequences.

Major Filing - Settlement
RegulatoryR23

Technical conference preparation

Assemble the technical evidence needed for focused expert discussions.

Major Filing - Settlement
EngineeringE48

Loading result export

Make reviewed loading results available to downstream planning workflows.

Demand & Load
EngineeringE66

Outage reliability map

Identify geographic concentrations of historical reliability issues.

Operations
EngineeringDM02

Affected object review

Show the source and current state of records before proposing a correction.

Data Management
EngineeringDM05

Source system payload

Prepare structured update requests for controlled source-system changes.

Data Management
EngineeringDM07

Correction error handling

Make failed or incomplete corrections visible and recoverable.

Data Management
EngineeringDM08

Correction history export

Preserve a reviewable record of accepted changes and unresolved exceptions.

Data Management
PlatformP03

Operational logs metrics

Find failures and recurring issues across integrations and background jobs.

Platform Ops
PlatformP04

Restore DR approach

Prepare and exercise recovery procedures for the supporting platform.

Platform Ops

A map of possibilities, built to explore.

These are opportunities and enabling capabilities, not 139 independently verified deployments. Value statements and pilot suggestions are editorial guidance. Read our source notes.

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