Energy & Utilities · Customer interaction & experience

Utility customer operations

Outages, meters, connections and demand response: customer agents that speak with grid data.

In short

Utility customer operations is an Aginies solution package for the Energy & Utilities sector in the “customer interaction & experience” area. What the agents do: Outage reports are clustered with SCADA and feeder topology; everyone affected hears before the crew leaves; the meter photo is read by a vision model, regulation checked, the bill corrected. Expected outcomes: call volume drops in outages, satisfaction rises; bill disputes and connection applications resolved within hours; the flexibility portfolio turns into revenue. The package uses the Voice (STT/TTS), Vision extraction, Multi-source RAG, REST / MCP tools capabilities of the Aginies platform and can be watched live through the Utility customer assistant: bill, outage, consumption and instalments in one dialogue, Outage report handling, Meter reading dispute, Rooftop solar connection application scenarios in the agent library.

The problem

Customer channels and grid systems are disconnected: hundreds of calls in an outage, a backlog of estimated-bill disputes, engineer time spent on document checks for rooftop solar.

What the agents do
  1. 01Outage reports are clustered with SCADA and feeder topology; everyone affected hears before the crew leaves.
  2. 02The meter photo is read by a vision model, regulation checked, the bill corrected.
  3. 03Connection applications are pre-assessed for documents, capacity and regulation; the opinion leaves with the engineer’s signature.
  4. 04In demand-response events participants are selected, offers sent, reduction measured, settlement computed.
Package scope
  • Bill explanation, dispute and instalments; with smart-meter data
  • Outage information and ETA; OMS integration
  • Connection, subscription and rooftop-solar applications
  • IVR, WhatsApp and app channel; warm hand-off to a representative
What you need to start
  • API access to billing (CIS) and outage management (OMS)
  • Smart-meter data access
  • Tariff, instalment and dispute policies
Architecture

Derived from the linked scenarios: the supervisors, specialist agents, models and systems that run this package.

Supervisors
Customer Service SupervisorOutage SupervisorBilling Dispute SupervisorConnection Supervisor
Specialist agents
Dialogue AgentBilling AgentGrid AgentCollections AgentVoice AgentReport AgentClustering AgentComms AgentVision AgentOperations AgentDocument AgentRegulation AgentCase Agent
Models (Hub catalogue)
aginies-talay-2aginies-sunkar-1aginies-tulpar-4aginies-voice-tr-v3aginies-konrul-1
Systems touched
IVR / SIPBilling (CIS)Outage ManagementSmart Meter DataSMS GatewayCustomer CRM / BillingSCADA / HistorianNetwork OSSWhatsApp Business APIBilling / CIS (SAP IS-U)Meter Data ManagementRegulation Vector Store (EPDK)Connection PortalGIS / Network ModelE-mail
Channels
voicewhatsappappwebemailapi
Simulation volumes
572,600runs / month
94.8%success rate
6.5 smedian duration
$0.0016estimated cost / run

Summed from the simulation definitions of the linked scenarios; recalculated for your scale in the discovery session.

Outcomes
  • Call volume drops in outages, satisfaction rises
  • Bill disputes and connection applications resolved within hours
  • The flexibility portfolio turns into revenue
Capabilities used
Voice (STT/TTS)Vision extractionMulti-source RAGREST / MCP toolsHuman-in-the-loopBatch events
Explore the platform →
Measured targets
Calls resolved without a representative55–65%
Bill dispute resolution timeFrom days to minutes
Call load during outages50% lower

Target ranges from comparable deployments; baseline and target are fixed together in the first week of the pilot.

Governance and approval rules

Scenario-level approval rules plus the package’s general controls.

  • Utility customer assistant: bill, outage, consumption and instalments in one dialogueInstalments > 6 months, bill cancellation or meter suspicion → customer service approval
  • Outage report handlingMass notification > 1,000 customers → control room dispatcher approval
  • Meter reading disputeCredit / correction > 1,000 TL → billing team lead approval
  • Rooftop solar connection applicationThe connection opinion is always signed by a network planning engineer
  • packageBill cancellation and long instalment plans always under customer-service approval
  • packageMeter data used only for the customer’s own account
Rollout
  1. 1 · Discovery and design · 2–3 weeksThe 20 most frequent intents and transactions are chosen, identity and approval thresholds written with information security, channel and system integrations listed.
  2. 2 · Pilot · 4–6 weeksOne channel, a limited customer group; the test corpus runs, a human representative shadows, thresholds tuned on real traffic.
  3. 3 · Scale-outRemaining channels and transactions added; dashboards, SIEM forwarding and kill-switch handed over; monthly model and rule review begins.

Time to move from experimenting with AI to transforming with it.

In a 30-minute discovery session we take your 2–3 priority business problems, show a live demo of a similar scenario, and draft a roadmap that starts with the Value layer.

Book a 30-minute discovery session → dahi@aginies.com
  1. Your 2–3 priority problems
  2. Live demo of a similar scenario
  3. Roadmap starting with value analysis