Energy

Objection Case File Agent

Recalculating is not what takes the time. Pulling the case file together is.

Turns the incoming letter into a case ready for decision, with its own check of the facts.

Open agent
Public administration

Four processes that take up the most time today

Developed in Germany · Hosted in the EU

Developed in Germany · Hosted in the EU or on-premises

Delivered together with

STACKIT Sovereign hosting in Germany, single-tenant from the first user.
Rödl Legal, tax and compliance expertise for legally sound deployment.
4P Consulting Advisory and implementation for the public sector, starting with the AI readiness assessment.

Before anyone can recalculate, the case file has to be gathered from four systems.

The objection arrives by letter or email and rarely names the item in dispute. The case handler fetches meter readings from the billing system, the price sheet from the contract, the instalment plan from the customer account and previous correspondence from the case file. Then she recalculates the disputed period, and the answer differs depending on who gets the case.

1objection letterTwo pages of text, with no mention of the disputed invoice item.
4source systemsMeter readings, price sheet, instalment plan and correspondence are kept separately.
35 minutesbuilding the case fileBy the time everything is together, half the processing time is gone.
3recalculationsConsumption, unit price and instalment offsetting are checked one by one.

The case handler starts with the recalculation instead of hunting for the price sheet, the 35 minutes of building the case file disappear, and the case is resolved 55% faster.

The 55% faster case resolution is this agent's headline figure. The four source systems, the 35 minutes of building the case file and the three recalculations are modelled on a typical case in energy billing; none of it was measured.

Three steps through the process.

The case handler decides on the objection; the agent gathers the facts and recalculates the disputed period.

Identify the disputed item in the letter

The agent reads the objection and names which invoice item and which period are disputed. If the letter remains vague, it records that explicitly.

Objection to invoice R-2026-118904, the unit price from 1 March 2026 is disputed

Compile the case file from the specialist systems

Meter readings, price sheet, instalment plan and previous correspondence are pulled together into one case folder. Every detail is labelled with its source.

Case folder with 22 documents, meter reading of 4 March 2026 from the billing system

Pass the recalculation and proposal on for signature

The agent recalculates the disputed period and puts the invoice amount next to its own result. The proposal names the difference and its reference.

Difference of 84.60 euros on the unit price, reference price sheet page 1

What the agent does not do.

It does not decide on the objection.

It presents the recalculation, supporting documents and a reasoned proposal. The energy billing team signs off on upholding or rejecting the objection.

It does not correct any invoice in the billing system.

Even when it finds the difference of 84.60 euros, the posting stays unchanged. Billing triggers the cancellation and recalculation once the proposal has been signed.

It does not calculate for a meter without an actual reading.

If the disputed period has only an estimated value, it flags it as such in the case folder. Metering point operations clarifies whether the actual or the estimated reading applies.

Connected systems

  • Billing system
  • customer file in the CRM
  • meter data management

Operations

  • Deployment modelEU cloud or private cloud
  • Data processingGDPR-compliant, no model training on your data
  • Responsible teamsCustomer service, billing, legal

The questions that come up before the first meeting.

How quickly is the Objection Case File Agent ready to use?

A pilot typically runs on your own data within 6 to 8 weeks. The agent connects to your existing systems rather than running as a separate, parallel environment.

Where is the data processed?

EU cloud or private cloud. Processing is GDPR-compliant and models are never trained on your data. Details in the Trust Center.

Where does the figure “55% faster case resolution” come from?

It is based on experience from comparable projects and process benchmarks, not a commitment. We work out the realistic effect for your organisation during the assessment before the pilot.

Related agents.

Intake review, case 2026/04711

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