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AI service assistant: make manuals, error codes and service knowledge searchable

Technicians search manuals and old reports while on site. In the pilot, AI makes the service knowledge of one machine family searchable, with the source and matching version for every answer.

Reviews
Cloud Wolke HerausforderungServer NachhaltigkeitIT Beratung Service Consulting SoforthilfeTimo Wevelsiep Robin ZinsExperten für Innovation Migration AWSHetzner Hosting zuverlässig

Companies worldwide trust WZ-IT

  • Stadtwerke Brühl
  • DGHO e.V.
  • ABCO Water Systems
  • Golem.de
  • EVADXB
  • nextGYM
  • AInergy
  • ml&s
  • Odiseo Solutions
  • Annota
  • ARGE
  • SweetConnect GmbH
  • Aphy AG
  • CORGOS
  • Rekorder
  • SolidProof
  • Yonju
  • Keymate
  • Paritel
  • Mr. Clipart
  • Millenium
  • Negosh
  • Führerscheinmacher
  • Boese VA
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Starting point

Your technicians lose time searching manuals

  • Technicians search manuals, error lists and old reports on site
  • The same questions keep reaching experienced colleagues by phone
  • Machines, variants and document versions can be assigned clearly
  • Experts can approve sources and test cases

Outcome

From error pattern to the right documentation, with source

After the pilot, your service team finds the matching passage in approved documentation for an error code and machine variant, with source and document version. Known cases can be looked up instead of being clarified by phone.

  • Find the right manuals

    Connect fault codes and components to approved documents for the right machine family.
  • Use known cases

    Review similar service cases with sources instead of repeatedly calling colleagues with the same questions.
  • Record findings

    Keep relevant references for the service job. Voice-assisted report drafts can be added as an extension.

Data or integration path still unclear? The AI Opportunity Check evaluates one specific workflow and its prerequisites.

View opportunity check

Pilot scope

A pilot for one machine family

One machine family with variants and document versions, one import path, tests with 60–100 service cases and an introduction.

Included
  • One machine family, one import path and one user group

  • Agreed variants and version-controlled documents

  • 60–100 service cases and tests with subject-matter experts

  • Source display, escalation paths, documentation and training

Extensions

Scoped separately as needed

  • Autonomous machine control and safety-critical action approvals
  • Additional machine families and CMMS write integration

Process

From one machine family to an accepted assistant

We start with one machine family and real service cases. Versions and variants are taken into account in search so that answers fit the machine on site.

  1. 01

    Select the collection

    Choose one machine family, users and documented service cases for the pilot.

  2. 02

    Connect documentation

    Prepare sources and incorporate machine context and document revisions into retrieval.

  3. 03

    Validate with experts

    Review answers and missing information with the service team; correct unsuitable sources.

  4. 04

    Use in service work

    Hand over the assistant and define how new documents, feedback and optional operations are handled.

What we need from you

  • Sample manuals, fault lists and approved service cases
  • Machine family, variants and intended users
  • Target environment and subject-matter contact

Scope and investment

Cost of the AI service assistant

Two building blocks: the pilot makes the service knowledge of one machine family searchable. The service report add-on adds speech-based report drafts in an existing service environment.

Service Assistant Pilot

Make manuals, error codes and service cases for one machine family searchable with source and version references.

from €29,900excluding VAT and separately quoted third-party costs

Credited against the production rollout. You receive the proposal for it with the acceptance report.

6–8 weeks

Scope as described above

Outcome and verification: Documented machine/version matching and expert-reviewed answers.

Service Report Add-on

Turn voice input into reviewable report drafts within an existing service environment.

from €9,900excluding VAT, in addition to the pilot, plus separately quoted third-party costs
  • One report template, one intake path and one agreed language
  • Mandatory-field checks and 30–50 test reports
  • Human approval and one export path
  • Documentation and updated handover materials

2–3 weeks

Outcome and verification: Tested report drafts with visible uncertainties and traceable approval.

Quoted separately: Building the underlying assistant · Additional languages, templates and custom CMMS integration

Not sure yet whether the pilot pays off? The AI potential check (from €3,900 excl. VAT) answers that first.

Delivery starts once agreed data, access and stakeholders are available. The binding scope and price are defined in your proposal. Hardware, hosting, model consumption, licences and ongoing operations are quoted separately. Follow-on projects are costed against reusable results. We credit the pilot price when you commission the production rollout; there is no requirement to purchase every stage. A pilot concludes with a quality report and an evidenced recommendation to proceed or stop. A documented no-go is a valid outcome. Production approval and ongoing operations are agreed separately.

All prices are net and exclude statutory VAT. The offers are addressed to businesses.

Knowledge systems

Extend and support service knowledge

The service assistant uses the same technology as the internal AI assistant, tailored to machines and service cases. Undocumented experience is captured through knowledge transfer.

Frequently asked questions about the AI Service Assistant

Scope, integration and subject-matter responsibility.

Reviews & projects

What clients say about working with us

From local AI integration to architecture, data sovereignty and ongoing operations.

WZ-IT moved our studio infrastructure from decentralised individual devices to a central platform: every site is securely connected via VPN, new devices are onboarded automatically and an entire site is provisioned from a template, without manual steps on location. What impressed me most is the breadth and depth of their knowledge: Timo and Robin are not a typical IT provider who sets up a server and leaves. The two of them think their way into highly complex infrastructure and software topics, work through every requirement we put in front of them, and build networking, provisioning and operations so that everything fits together in the end. WZ-IT is an excellent partner for complex software, network and architecture projects.
Steve KirchnerManaging Director, nextGYM GmbH
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International

Built in Germany's Ruhr Valley. Running worldwide.

WZ-IT designs, develops and operates infrastructure and software for clients in Germany and internationally. We deliver projects remotely and continue supporting them in ongoing operations after go-live.

Selected projects

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  • Integrate a local AI solution
  • Modernize your infrastructure - sovereign
  • Design an open-source AI architecture
  • Plan a sovereign open-source stack
  • Secure your Proxmox & backup setup
  • Modernize your legacy software
  • Cut cloud cost - up to −81%
  • Build a high-availability Proxmox cluster
  • Virtualize with Managed Proxmox
  • Get collaboration fully managed
  • Ship your prototype to production
  • Connect sites and clusters securely

Enquiry

Which service information should be accessible?

Briefly describe your starting point, data and target system. We assess whether the pilot fits and what additions are needed.

Timo and Robin, founders of WZ-IT

Your project

Please do not submit confidential documents or access credentials.

We usually reply within one business day.