Energy & Utilities

Outages, meters, connection applications and demand response: agents connected to grid systems, talking to customers.

Distribution and retail energy companies run two worlds at once: the grid with SCADA, GIS and meter data; millions of customers with CRM and billing. Aginies builds agents that bridge the two: clustering outage reports, solving meter disputes from photos, pre-assessing rooftop solar applications, running demand-response events. Engineering and regulatory decisions stay with people.

Why it does not reach production
01

Outage call surge

Hundreds of calls for one feeder; the call centre jams before anyone is informed.

02

Estimated-bill disputes

Unread meters mean estimates; wrong estimates mean disputes; every case by hand.

03

Distributed generation applications

Rooftop solar requests multiply; engineers spend time on document checks.

04

Idle flexibility

Demand-response contracts exist; event management is manual and slow.

Scenarios

Agents you can watch live for this sector

Energy & UtilitiesHITL

Outage report handling

Reports are clustered by feeder, one OSS ticket is raised and everyone affected hears before the crew leaves.

38,000 runs / month 97.7% success 5 agents
Energy & UtilitiesHITL

Meter reading dispute

Customer sends a meter photo; the index is read by vision, the estimated bill fixed, big credits approved.

9,200 runs / month 94.9% success 4 agents
Energy & UtilitiesHITL

Rooftop solar connection application

Application documents are read, transformer capacity and regulation checked, gaps reported the same day; the connection opinion belongs to the engineer.

5,400 runs / month 95.3% success 5 agents
Energy & UtilitiesHITL

Demand response event

Under grid stress eligible consumers are selected, the offer sent by channel, participation measured and settlement computed.

140 runs / month 96.2% success 4 agents
TelecomHITL

Bill dispute resolution

Invoice lines and usage explained in seconds; goodwill credit applied by policy, larger amounts need a lead.

88,000 runs / month 96.3% success 4 agents
Compliance and sovereignty
  • Billing correction, connection and notification processes aligned with energy regulation
  • Every decision affecting grid operation under control-room or engineer approval
  • Read-only access to SCADA and OT; critical-infrastructure separation preserved
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Related solutions

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.

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  1. Your 2–3 priority problems
  2. Live demo of a similar scenario
  3. Roadmap starting with value analysis