AI-native utilities back-office operations

Billing operations, meter-data exception handling, vulnerable-customer back-office, and complaints management for utility companies, with compliance built into every workflow.
AI-native utilities back-office operations
WHY THIS MATTERS

The forces straining utilities back-office operations

Billing complexity, complaint backlogs, and smart meter rollout pressure are making utilities back-office one of the most demanding regulated environments.
PROCESS COST LEAKAGE
PROCESS COST LEAKAGE

20%–30%

of total operational costs in finance-heavy industries still accounted for by manual document processing—in utilities, billing exception handling and meter data management are the highest-volume manual functions.
MANUAL DATA DRAG
MANUAL DATA DRAG

$28,500

per employee annually—in utilities back-office, billing disputes, meter data exceptions, and complaint documentation are still running on manual data entry that compounds with volume.
AGENTIC INFLECTION
AGENTIC INFLECTION

40%

of enterprise applications will embed task-specific AI agents by end of 2026—billing exception handling and complaint triage are among the highest-volume entry points in utilities operations.
PROVEN OUTCOMES

Utilities back-office outcomes from live UK operations

Real proof from leading UK energy retailer and water utility—billing, complaints, and debt recovery.

>98%

complaints resolved within 56 days

An ownership-based model, specialist SMEs, and closed-loop tracking helped a leading UK utility provider resolve more than 98% of complaints within 56 days.

25%

debt recovery improvement

Proactive data analysis and propensity modelling improved recovery of aged occupier and developer debt

$75M+

savings across process intelligence projects

Process Intelligence applied across utilities billing and complaints operations—Celonis EMS live, 100+ certified experts, 250+ projects, savings sized from real event log data.

Back office and middle office excellence that shows up in customer experience

‍Every customer interaction generates a back-office obligation. A bill. An exception. A complaint record. A regulatory filing. When those obligations compound—across millions of accounts, multiple regulators, and platforms mid-migration—the back office either becomes the operation's foundation or its failure point.

Billing operations and invoice management

Billing is where pricing decisions, tariff rules, and consumption data collide. We run the full billing cycle on the platforms suppliers are already operating: Kraken, SAP IS-U, and proprietary billing engines. First-time accuracy above 97% isn't an aspiration; it's a designed-in outcome, not a QA afterthought.

Exception and query management

Exceptions are the invisible cost centre of every billing operation. Smart-meter data gaps, misread feeds, failed MPAN matches, and tariff-switch errors each create a queue that manual teams work through reactively. We run exception triage, root-cause classification, and resolution workflows with AI-assisted scoring.

Complaints and regulatory case handling

A complaint is a compliance clock from the moment it is logged. We manage the full case lifecycle, intake, classification, investigation, resolution, and Ombudsman submission, within regulatory deadlines, without variance.

Meter-to-cash reconciliation

Meter data informs billing. Billing drives revenue. The gap between the two is where cash leaks. We run the reconciliation layer, matching meter reads to billing records, resolving data conflicts before they become disputed invoices, and closing the loop on smart-meter exceptions before the debt book grows.

Regulatory reporting and audit readiness

Regulators do not accept approximations. We run the reporting layer: data collation, submission formatting, and audit trail management for mandatory returns. Every agent decision is logged, traceable, and exportable. Audit readiness is not a sprint before inspection; it is a continuous operating state built into the workflow from day one.
PROOF OF DELIVERY

Running in production—not in a deck

Live outcomes from real operations. Not controlled pilots, not benchmarks.

>98%

complaints in 56 days

Ownership-based model, specialist SMEs, and closed-loop tracking. Leading UK utility provider.

25%

debt recovery improvement

Proactive data analysis and propensity modelling applied to aged occupier and developer debt.

2

of top 4 UK utility companies

Billing operations, meter-data exceptions, vulnerable-customer back-office, and complaints management.
INSIGHTS

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Insights from the field, real operations, real outcomes, and perspectives from the people making it work in live operations.
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CONTACT US

Billing exceptions and complaint backlogs have a cost you can measure

Diagnosed from your actual billing and complaint data—not a generic utilities audit.
  • Diagnosed by operators running utilities back-office—not advisors reviewing your Ofgem compliance reports.
  • Process Intelligence deployed in weeks—170+ Execution Instruments ready from day one.
  • Priced on the complaint resolution rate and debt recovery improvement it delivers.