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Operational Clarity Across Assets, Service, and Consumption
We engineer agents that support customer service, asset maintenance, field coordination, outage communication, consumption analysis, and regulated reporting workflows — with human review, permissions, and audit trails designed in from the first integration.
- Sector
- Physical Operations & Infrastructure
- Agents on this page
- 6 purpose-built agents
- Control
- Approval checkpoints and audit trail
Utilities run on interlocking systems built across decades — billing platforms, outage management, GIS, meter data, asset registries — and a remarkable share of daily effort goes into moving information between them.
When a storm hits, contact volume spikes against the same teams that restoration depends on. When a meter flags unusual consumption, an analyst opens five applications to assemble one case. When a filing deadline approaches, compliance staff rebuild the same spreadsheets they built last quarter.\n\nAgents fit this environment as a coordination layer. They read the systems of record, assemble context, prepare the next step, and route decisions to the people accountable for them. They do not touch grid control, and they do not improvise — every workflow is defined, permissioned, and logged before it runs.\n\nAlpha Expansion builds these systems the way we build any production software: scoped integrations, evaluation suites, audit trails, and explicit boundaries between what runs with approval and what never runs at all.
Where the work slows down
Outage Contact Volume
A single storm event can generate thousands of simultaneous status inquiries across phone, web, and social channels — hitting the same teams and systems that restoration work depends on.
Field-Service Coordination
Dispatching crews means reconciling qualifications, territory, site access, permits, and switching constraints across separate systems, and a missed detail sends a truck out twice.
Fragmented Asset Documentation
Records for transformers, lines, and substations accumulate over decades across EAM entries, scanned inspection reports, and tribal knowledge — and finding the full history of one asset can take hours.
Unusual Consumption Cases
Meter data management flags anomalies faster than analysts can investigate them, and each case requires pulling interval data, weather, meter history, and comparable premises by hand.
Maintenance Prioritization
Backlogs grow while criticality, condition, and budget pull in different directions, and the data needed to rank work honestly sits in three or four systems that don't talk to each other.
Regulated Reporting Preparation
Recurring filings demand figures assembled from billing, outage, and operational systems on fixed deadlines — largely manual work where a transcription error carries regulatory consequences.
Six agents designed around this work
Customer Account Agent
Handles routine account, billing, and service inquiries against live CRM and billing data, with hard boundaries around what it may change.
What it does
- Receives account inquiries from web chat, email, and IVR handoffs and matches each to a verified customer record before responding
- Retrieves billing history, payment status, and rate-plan details so answers reflect the customer's actual numbers, not templates
- Prepares payment-arrangement options within pre-approved parameters for the customer to accept or decline
- Updates contact preferences and service notes in the CRM once the customer confirms the change
- Routes disputes, hardship cases, and disconnection questions to a service representative with the full interaction history attached
Works in
- Utility CRM
- Billing platform
- Payment processing
- Customer portal
Any credit adjustment, disconnection action, or deviation from approved arrangement terms goes to a human representative before anything changes on the account.
Outage Information Agent
Keeps customers and internal teams accurately informed during outages by working from the outage management system rather than inference.
What it does
- Checks the outage management system for confirmed events, affected areas, and current restoration estimates before answering any inquiry
- Matches inbound outage reports to known events by service address and records reports that do not match an existing event as new signals
- Prepares status updates for approved channels — SMS, email, portal banners — using restoration data exactly as operations has published it
- Records inquiry volume and location clusters and surfaces them to the operations team as a supplementary field signal
Works in
- Outage management
- GIS
- Utility CRM
- Notification platforms
Restoration estimates and safety guidance come only from the operations team; the agent distributes what operations has published and never generates its own.
Field Service Agent
Coordinates the administrative side of field work — scheduling, work-order preparation, status tracking — so dispatchers and crews spend less time on paperwork.
What it does
- Receives service requests and classifies them by work type, required qualifications, and site access constraints
- Retrieves asset location, service history, and site notes from GIS and asset management to assemble a complete work-order packet
- Prepares appointment options from crew availability and territory, then confirms the booking once the customer selects a slot
- Updates work-order status as crews check in and out, and flags jobs that miss their window for dispatcher attention
- Routes any job involving switching orders, permits, or safety clearances to the dispatcher for manual assignment
Works in
- Field service management
- GIS
- Asset management
- Workforce scheduling
Crew assignment on safety-sensitive work, switching procedures, and anything requiring a clearance stays with the dispatcher; the agent prepares the packet and waits.
Asset Maintenance Assistant
Puts decades of scattered asset documentation at engineers' fingertips and drafts the paperwork around maintenance decisions that humans make.
What it does
- Retrieves inspection reports, nameplate data, repair history, and manuals for any asset an engineer names, across document stores and the EAM
- Prepares condition summaries that consolidate work-order history and inspection findings into a single reviewable document
- Checks maintenance backlogs against asset criticality rankings and drafts prioritization lists for planning meetings
- Records engineer decisions and their rationale back into the asset management system so the next reviewer inherits the context
Works in
- Enterprise asset management (EAM)
- Document management
- Work-order systems
- Inspection platforms
It proposes and documents; maintenance priorities, deferrals, and interventions are decided by engineers, and nothing enters the work plan without their sign-off.
Consumption Analysis Agent
Works through flagged meter reads and unusual-consumption cases so analysts start from an organized file instead of raw interval data.
What it does
- Receives consumption anomalies flagged by meter data management and pulls the interval data behind each one
- Checks every case against weather records, rate changes, meter-swap history, and comparable premises to rule out ordinary explanations
- Prepares a case file per anomaly — what was found, what was ruled out, what remains open — for analyst review
- Routes cases with possible theft, meter failure, or safety implications to the appropriate team with its findings attached
- Records case outcomes so recurring patterns across the service territory become visible over time
Works in
- Meter data management
- Billing
- Utility CRM
- GIS
Billing corrections, theft determinations, and customer contact about an investigation all require analyst approval; the agent's output is a prepared case, not a conclusion.
Regulatory Reporting Assistant
Assembles the data and drafts behind recurring regulated filings so compliance teams review substance instead of chasing spreadsheets.
What it does
- Retrieves reporting-period data from billing, outage, and operational systems on the filing calendar the compliance team defines
- Checks assembled figures against prior filings and expected ranges, and lists every discrepancy for review rather than smoothing it over
- Prepares draft report sections in the required filing format, with each figure traceable to its source system
- Records reviewer edits and approvals so every filed number carries a documented chain of custody
Works in
- Reporting and BI platforms
- Billing
- Outage management
- Document management
Nothing is filed by the assistant; a named compliance owner reviews, corrects, and submits every report to the regulator.
One request, end to end
Signal Received
A customer request, meter flag, or system alert arrives through a connected channel and is captured with its source and timestamp intact.
Context Assembled
The agent pulls the relevant account or asset record — service history, location, prior interactions — before taking any other step.
Status Retrieved
Live operational status is read from outage management, meter data, or field systems so every response reflects what is actually happening on the network.
Task Classified
The request is typed against defined categories that determine what the agent may handle directly and what requires a person.
Workflow InitiatedA person decides
Approved administrative steps proceed; field work, exceptions, and sensitive cases are routed to the right team with a fully prepared packet.
Distributed and LoggedA person decides
Customers and internal teams receive updates through approved channels, and every retrieval, draft, and action lands in the audit log.
Connected to the systems that run the work
01Utility CRM & Billing
- Oracle Utilities
- SAP IS-U
- Salesforce Energy & Utilities Cloud
- or a custom billing stack
02Outage & Distribution Management
- OMS and ADMS platforms such as Oracle Utilities Network Management
- GE Vernova
- or Schneider Electric
03Asset & Work Management
- IBM Maximo
- SAP Plant Maintenance
- Hexagon EAM
- or an in-house work-order system
04Field Service & Scheduling
- Salesforce Field Service
- ServiceMax
- IFS
- or a custom dispatch platform
05Meter Data Management
- Itron
- Landis+Gyr
- Oracle Utilities MDM
- or a data-warehouse-based MDM
06GIS & Reporting
- Esri ArcGIS or GE Smallworld
- alongside BI tools such as Power BI or Tableau
Where Agents Stop and Operators Begin
Grid and safety-critical control remains in certified operational systems — agents we build never touch SCADA, switching, or protection, and the architecture makes that a boundary, not a policy. Agents work in the layer around operations: information, analysis, coordination, and administrative steps that have been explicitly approved. Every action is permissioned, logged, and attributable to a defined workflow.
- Role-based permissions per agent and per connected system
- Approval checkpoints before any account or record change
- Complete audit trail of every retrieval, draft, and action
- Hard separation from SCADA, switching, and grid control systems
- Operations-published data only for outage and safety communication
- Customer data boundaries scoped to each individual workflow
- Evaluation suites run before deployment and after every change
- Continuous monitoring with alerts on out-of-pattern behavior
- Safe fallback to an employee whenever confidence is low
From first workshop to launch
Discovery and product architecture
Map the user journeys, workflows and technical priorities.
UX/UI design and prototype
Define the interface system, key screens and clickable flows.
Development and integrations
Build the frontend, backend and integrations.
Launch, optimisation and scaling
Improve the platform through analytics and feedback.
Questions, answered
No, and we engineer them so they can't. Agents operate in the administrative and informational layer — CRM, billing, outage communication, work-order preparation, reporting. Grid and safety-critical control remains in certified operational systems run by qualified personnel, and we build hard technical boundaries between the two.
Account and interval data stay inside your infrastructure and your data boundaries. Each agent accesses only the records its workflow requires, under role-based permissions, and every retrieval is logged. Nothing is sent to train external models.
Through the interfaces those systems already expose — APIs where they exist, database views or scheduled file exchange where they don't. Most utility stacks are more integrable than teams expect. Our discovery phase maps exactly what each system supports before we commit to a design, so integration risk surfaces early.
With one high-volume, low-risk workflow. Outage status inquiries and consumption case preparation are common first choices: the data already exists, the volume is real, and the human approval boundary is easy to draw. We scope one workflow, instrument it, and expand based on what the logs show.
Map One Workflow With Us
Pick the workflow that costs your team the most hours — outage inquiries, consumption case preparation, filing assembly — and we'll map it end to end: where an agent helps, where a person decides, and what it takes to build against your systems. A working session with engineers, not a sales pitch.