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Energy and utilities

Every request touches several systems.

The agent reads them together.

The agent reads them together.

For municipal utilities, grid operators and energy suppliers: a billing complaint, a rejected supplier switch, a registration under § 14a of the Energy Industry Act (EnWG) or a new ruling by the Federal Network Agency (Bundesnetzagentur). The agent reads billing, meter data, market communication and more, and presents a reply, a correction or a review note as a draft.

neuland.ai HUB · Customer service

  • and more systems

Ms. Keller, contract account (CA) 3391208, is calling about a €480.80 back payment and wants a written explanation. Where does the amount come from?

Tools chosen automatically

  • Billing system · Annual bill 2025/26read
  • Billing system · Line items by price periodread
  • Meter data · Reading Jan 12, 2026 and prior yearread
  • Billing system · Installment plan 2025read
  • Customer service software · Contact historyread

The back payment has two causes. €288.80 comes from higher consumption: the reading shows 3,940 kWh, compared with 3,180 kWh in the prior year [1] [2]. €192.00 is missing because the monthly installment was €16 too low [3]. The new unit price only applies from April 1 and is shown separately in the breakdown [1]. Ms. Keller has already called twice [4].

  • [1]Annual bill 2025/26 · 4 line items, 2 price periods
  • [2]Reading Jan 12, 2026 · 3,940 kWh, prior year 3,180 kWh
  • [3]Installment plan 2025 · 12 months at €16 too low
  • [4]Contact history · 2 calls since the bill was sent

Please prepare the reply to her. She is also asking about paying in installments.

  • Billing system · Open items CA 3391208read
  • Document output · Reply to Ms. KellerDraft

The reply explains the €480.80 in short sentences, with the breakdown below as a statement. The amount is due on February 28, 2026 [1]. Your energy billing team decides on an installment plan; the draft explains how to request one.

  • [1]Open items · due Feb 28, 2026

Reply to the customer

Draft
To
Ms. Keller, CA 3391208
Subject
Your annual bill 2025/26
Breakdown
€288.80 consumption, €192.00 installments
Installment plan
via energy billing
Awaiting approval by customer advisoryApprove

Delivered together with and at

enPORTAL
enPORTAL

From grid operation to regulation

Grid operations lack specialists, so does the service center.

The agent does the groundwork.

Grid operations lack specialists, so does the service center.

The agent does the groundwork.

The energy transition brings new rulings every year, and the staff to handle them does not grow. Agents take over what comes before every decision: reading, matching, drafting.

Grid operation

§ 14a EnWG Case Review Agent

Grid operation

Controllable consumer devices: for every registered heat pump and wallbox, the § 14a EnWG Case Review Agent creates the review note with documentation. Your grid operation team decides how the device is connected for control and which grid fee module applies.

Market communication

Custom agent · Process manual

Market communication

Supplier switches that get stuck: an agent your team sets up for market communication (MaKo, the regulated data exchange between market players) from its own process manual pre-checks every case and names cause, rule and solution. Your team sends the message to the market partner.

Customer service

Billing Explanation Agent

Customer service

Annual bill complaints: the Billing Explanation Agent breaks the bill down into consumption, price and installments and drafts the reply, including a new installment. Your customer service sends it.

Regulation

Orchestration · Mondays 7:00 AM

Regulation

New Bundesnetzagentur rulings: every Monday, an orchestration starts an agent that checks the rulings your regulatory management tracks against your processes and documents and reports what needs review.

Grid operation

§ 14a EnWG Case Review Agent

Controllable consumer devices: for every registered heat pump and wallbox, the § 14a EnWG Case Review Agent creates the review note with documentation. Your grid operation team decides how the device is connected for control and which grid fee module applies.

Market communication

Custom agent · Process manual

Supplier switches that get stuck: an agent your team sets up for market communication (MaKo, the regulated data exchange between market players) from its own process manual pre-checks every case and names cause, rule and solution. Your team sends the message to the market partner.

Customer service

Billing Explanation Agent

Annual bill complaints: the Billing Explanation Agent breaks the bill down into consumption, price and installments and drafts the reply, including a new installment. Your customer service sends it.

Regulation

Orchestration · Mondays 7:00 AM

New Bundesnetzagentur rulings: every Monday, an orchestration starts an agent that checks the rulings your regulatory management tracks against your processes and documents and reports what needs review.

Grid operation

§ 14a EnWG Case Review Agent

Controllable consumer devices: for every registered heat pump and wallbox, the § 14a EnWG Case Review Agent creates the review note with documentation. Your grid operation team decides how the device is connected for control and which grid fee module applies.

Market communication

Custom agent · Process manual

Supplier switches that get stuck: an agent your team sets up for market communication (MaKo, the regulated data exchange between market players) from its own process manual pre-checks every case and names cause, rule and solution. Your team sends the message to the market partner.

Customer service

Billing Explanation Agent

Annual bill complaints: the Billing Explanation Agent breaks the bill down into consumption, price and installments and drafts the reply, including a new installment. Your customer service sends it.

Regulation

Orchestration · Mondays 7:00 AM

New Bundesnetzagentur rulings: every Monday, an orchestration starts an agent that checks the rulings your regulatory management tracks against your processes and documents and reports what needs review.

Example · The weekly list for service and market communication

Every Monday, all open exception cases on one list.

With cause and a ready draft.

Every Monday, all open exception cases on one list.

With cause and a ready draft.

Mondays at six, an orchestration puts the open exception cases from customer service and market communication on one list. Each case shows the system where the cause lies and the draft that is ready.

Open cases customer service and market communication · CW 43

3 of 5 resolved

As of Mon Oct 19, 6:00 AM
CaseResolvedCauseLocated in
CA 2104 7781 · Back payment complaintMeter dataresolvedMeter reading Jan 1 estimated · Reply in draftMeter data
MaLo 50713348921 · Switch rejectedMarket communicationresolvedMeter number differs in master data · Correction in draftMarket communication
CA 2093 1142 · Installment too highBilling systemresolvedMeter replacement 06/2026 missing from billing · Correction in draftBilling system
CA 2117 0385 · Duplicate billBilling systemQuestionTwo contract accounts for one address · Query to master dataBilling system
MaLo 50719902214 · Supply start openMarket communicationopenSupplier registration without response · Reminder in draftMarket communication
  1. Resolved means: cause found, with evidence.
  2. Drafts go out only when the responsible team agrees.
  3. Reading happens with the permissions of the team that owns the case.

Ready in the Agent Library

Ready-made agents for energy suppliers and grid operators.

Adopt them and adapt them to your market role.

Ready-made agents for energy suppliers and grid operators.

Adopt them and adapt them to your market role.

From customer service to regulation: eight of dozens of energy agents.

Billing Explanation Agent

up to 65%

less processing time

Breaks down every bill and drafts the reply before the back payment escalates.

Energy

Customer service, billing

EEG Billing Agent

60%

fewer corrections

Reviews billing under the Renewable Energy Sources Act (EEG) in a structured way and detects deviations early.

Energy

EEG, billing

Market Communication Exception Agent

55%

fewer manual exception cases

Pre-checks exception cases in supplier switching: cause, regulation, solution.

Energy

Market communication, switching processes

Grid Connection Guide Agent

55%

faster processing

Takes connection requests for wallboxes, heat pumps and PV through to completion.

Energy

Grid services, customer service, grid connection

Smart Meter Rollout Agent

45%

less evidence effort

Tracks mandatory installation quotas against the statutory timeline and makes any backlog visible early.

Energy

Metering point operation, regulation

Network Reporting Agent

70%

less reporting effort

Aggregates grid, load and consumption data for management reports.

Energy

Grid management, controlling

Regulatory Radar Agent

60%

less research time

Tracks parallel Bundesnetzagentur rulings and reports weekly what needs review.

Energy

Regulatory management, legal, grid operation

NIS2 and KRITIS Evidence Agent

50%

less evidence effort

Answers auditor questions on the status of security obligations with evidence, not assertions.

Energy

Information security, management board, legal

Figures are based on comparable projects and are not a guarantee.

Unbundling by role and tenant

Grid and sales stay separate. Sales never sees the grid file.

Admins define which role reaches which system; on request, grid operation and sales work as separate tenants. Each agent only reaches the data its role allows, and consumption data, bills and customer letters are never used to train language models.

Log

06:02Billing agentgrid.read(grid_connection_file)blocked · 0.1 s

DeploymentOn-premises or EUFor grid and meter data, you choose your own infrastructure or EU data centers.
PermissionsPer roleCustomer service, the market communication team and grid operation only see their own systems; granular permissions and tenant isolation.
Grid fileBlocked for salesThe Billing Explanation Agent cannot reach the grid connection file; every access attempt is logged.
DocumentationISO 27001, DPAAn ISMS (information security management system) under ISO 27001, a DPA (data processing agreement) under Art. 28 GDPR and documented TOMs (technical and organizational measures).

Certificates, DPA and TOMs for download:

Several systems, one agent

No new customer system.

The agent reads yours.

No new customer system.

The agent reads yours.

The neuland.ai HUB reads systems such as billing, meter data management or market communication with the permissions admins set per role and agent. In unbundled sales, it only sees the readings from market communication. We connect legacy systems via API or MCP.

Data from Billing system, Meter data management, Market communication system, SharePoint etc. flows through neuland.ai HUB to Customer service software, Outlook etc.

Before grid operation and IT security get started

Unbundling, NIS2, integration:

what utilities ask before the start.

Unbundling, NIS2, integration:

what utilities ask before the start.

NIS2, the EU directive on network and information security, also requires security in the supply chain, meaning from vendors like us. Here are the answers for grid operation, IT security and sales.

How do we handle the unbundling of grid and sales?

With tenant isolation and permissions per role: on request, grid operation and sales work in separate tenants, and each agent only reaches the systems of its role. You decide which data may go where. Access and events are logged traceably.

How do we handle the unbundling of grid and sales?

With tenant isolation and permissions per role: on request, grid operation and sales work in separate tenants, and each agent only reaches the systems of its role. You decide which data may go where. Access and events are logged traceably.

What evidence do we get for NIS2 and KRITIS (critical infrastructure)?

For your NIS2 and KRITIS assessment, several pieces of evidence are available, including an ISMS under ISO 27001, the DPA under Art. 28 GDPR and documented TOMs. All of them can be downloaded from the Trust Center. If you do not want grid data to leave your premises, you run the neuland.ai HUB on-premises.

What evidence do we get for NIS2 and KRITIS (critical infrastructure)?

For your NIS2 and KRITIS assessment, several pieces of evidence are available, including an ISMS under ISO 27001, the DPA under Art. 28 GDPR and documented TOMs. All of them can be downloaded from the Trust Center. If you do not want grid data to leave your premises, you run the neuland.ai HUB on-premises.

Do we have to rebuild our billing system for this?

No. We connect systems such as billing, meter data management or market communication individually via interfaces as an additional service, including legacy systems. Ready to use are, among others, SharePoint, Outlook, Teams, Confluence and SQL databases. Writing steps, such as the reply to a customer, wait for your team’s OK.

Do we have to rebuild our billing system for this?

No. We connect systems such as billing, meter data management or market communication individually via interfaces as an additional service, including legacy systems. Ready to use are, among others, SharePoint, Outlook, Teams, Confluence and SQL databases. Writing steps, such as the reply to a customer, wait for your team’s OK.

What does the neuland.ai HUB cost?

After two free test weeks, pilot and regular operation follow at fixed prices, plus a one-time onboarding fee. We prepare the offer based on your use case, details in the pricing overview.

What does the neuland.ai HUB cost?

After two free test weeks, pilot and regular operation follow at fixed prices, plus a one-time onboarding fee. We prepare the offer based on your use case, details in the pricing overview.

Which language models does the neuland.ai HUB use, and can we switch?

You choose from a list of powerful language models and can switch and compare them in the chat, even mid-conversation. In Auto mode, the neuland.ai HUB chooses based on complexity, only among the models approved for your group. Models can be swapped without rebuilding the platform; if you have your own contracts with model providers, you use them via BYOK (Bring Your Own Key). The Models page shows the comparison.

Which language models does the neuland.ai HUB use, and can we switch?

You choose from a list of powerful language models and can switch and compare them in the chat, even mid-conversation. In Auto mode, the neuland.ai HUB chooses based on complexity, only among the models approved for your group. Models can be swapped without rebuilding the platform; if you have your own contracts with model providers, you use them via BYOK (Bring Your Own Key). The Models page shows the comparison.

How many ready-made agents are there for energy suppliers and grid operators?

The Agent Library shows dozens of agents for this industry, from customer service to regulation. Each agent states its task and an efficiency figure from the library, for example "up to 65% less processing time" for the Billing Explanation Agent; these are library figures, not a promise. You adopt one or more agents and adapt instructions and knowledge to your organization.

How many ready-made agents are there for energy suppliers and grid operators?

The Agent Library shows dozens of agents for this industry, from customer service to regulation. Each agent states its task and an efficiency figure from the library, for example "up to 65% less processing time" for the Billing Explanation Agent; these are library figures, not a promise. You adopt one or more agents and adapt instructions and knowledge to your organization.

Bring an exception case.

We show which systems the agent reads for it.

Describe a case that gets stuck today between billing, meter data, market communication or other systems, ideally with your price sheets and process manual.

After your request

01

You name the case and the systems it touches

02

We show the case with matching agents from the library

03

You know which agent your organization starts with

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