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AI-assisted knowledge transfer

Retain expertise for employee transitions and leadership succession

An experienced colleague leaves, but their responsibilities remain. WZ-IT builds a knowledge solution that processes your interviews, recordings and documents and makes them accessible through an internal AI assistant. Your team can add and approve content independently. Answers reference the underlying sources.

from €6,900 excl. VATDelivery follows an agreed project planOne defined subject area
Configure knowledge transfer

Companies worldwide trust WZ-IT

Companies worldwide trust WZ-IT

Stadtwerke BrühlDGHO e.V.ABCO Water SystemsGolem.deEVADXBnextGYMAInergyml&sOdiseo SolutionsAnnotaARGEAphy AG
Starting points

Transfer knowledge while questions can still be answered

Manuals often describe the standard case. What is missing during a handover is the exception, the reason behind a decision or who can help when something fails. The solution makes these connections discoverable in your conversations and documents.

Employee departure and retirement

An experienced colleague knows the equipment, customers or internal exceptions. Their expertise becomes documented procedures, examples and checklists.

Executive and leadership succession

Successors receive documented decision context, responsibilities and open issues. Confidential leadership information stays in a separate knowledge area.

Onboarding new employees

New colleagues can ask practical questions and read the underlying sources. Knowledge gaps are recorded for follow-up interviews.

Guide: knowledge transfer during employee transitions, with interview questions and acceptance criteria.

Pilot scope

From an interview to usable knowledge

The pilot covers one subject area, one content intake path, one approval workflow and one knowledge chat. WZ-IT configures processing so your team can add further content independently. Formats, data volume and target environment are agreed before work starts.

Preparation and knowledge map

Define subjects, recipients, existing documentation and the successor's practical questions.

Add your own content

One agreed upload or import path accepts your interviews, recordings and documents. Processing includes transcription where needed, plus topic, source and metadata assignment.

Preparation and approval

Prepare structured content for review. Your subject-matter owners can correct entries and approve them for the knowledge chat. The pilot includes one technical adjustment round.

Bounded knowledge chat

Connect approved content to a browser chat. Answers reference captured sources; access is configured for the agreed user group.

Acceptance and handover

Evaluate answers against 20 jointly agreed questions, document gaps and train your team in content intake, approval and use.

Exportable content

Hand over prepared knowledge entries and metadata in an agreed open format.

Additional services

Scoped separately

  • Further subject areas, intake paths and larger data volumes
  • SSO, complex permissions and automated document-system integrations
  • Interview guides, supported knowledge capture and AI-assisted follow-up questions, scoped per project
  • Production infrastructure, model usage and ongoing operations
  • Voice or chat agents for conversational knowledge capture
Process

Capture, review and make knowledge accessible

A recording alone is not a dependable source. Statements are classified, checked against existing documents and approved before publication.

  1. 01

    Define subjects

    Define subjects, available materials, recipients and access. You provide interviews and documents; we agree on the intake path and processing.

  2. 02

    Configure processing

    WZ-IT builds the pipeline for content intake, transcription where needed, structuring and source assignment. Open questions are surfaced for subject-matter review.

  3. 03

    Review content

    Your subject-matter owners distinguish current rules from historical experience and open recommendations. They resolve contradictions and approve content.

  4. 04

    Use it at work

    Test and hand over the source-backed chat. Your team adds further interviews and documents through the configured intake path and maintains the content independently.

Price and scope

Knowledge transfer pilot for one subject area

The price refers to the defined pilot scope. Before starting, we confirm source volume, permissions, technical environment and acceptance criteria in the quotation.

Knowledge transfer pilot

from €6,900

excluding VAT, one-time

A custom processing pipeline with approval workflow and knowledge chat for handover, onboarding and ongoing knowledge maintenance.

  • One subject area and one agreed intake path
  • Processing of supplied content and self-service intake of further materials
  • One approval workflow and one technical adjustment round
  • One knowledge area with browser chat and source references
  • 20 acceptance questions, introduction and knowledge export

Existing documents are included within the agreed scope. Ongoing operations, infrastructure and model usage are excluded from the one-time pilot price. A preceding AI Process Assessment is not required when the scope is already clear.

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

Suitable starting conditions

  • Expertise is available in recordings or can be captured with the knowledge holders.
  • A specific handover or onboarding need can be defined.
  • A subject-matter owner reviews and approves the content.

What we need from you

  • Contacts, subject area and intended handover date
  • Representative interviews, recordings or documents, including formats and data volume
  • Recipient groups and confidentiality requirements
  • Subject-matter owners for approval and joint acceptance

Enquiry

Which expertise do you need to transfer?

Tell us the subject area, available interviews or documents and intended handover date. We will establish intake, approval and a suitable pilot scope.

Starting point

No confidential documents are needed for the initial discussion.

How should we get back to you?

We usually reply within one business day.

AI-assisted knowledge transfer: questions

Interviews, approval and use at work.

The starting point is interviews, recordings and documents supplied by your company. WZ-IT configures processing and ongoing self-service intake. Interview guides, supported knowledge capture and AI-assisted follow-up questions can be added to the project. The form and scope of support are agreed before work starts.

Yes. Your team can submit further interviews and documents through the configured intake path, review processed content and approve it. We train you in this workflow. Additional source connections, new formats or significantly larger data volumes are planned as needed.

The pilot makes approved content available through RAG. The system retrieves relevant passages and supplies them to the language model when generating an answer. This does not change model weights.

Only explicitly approved content is made available to the agreed recipients. Confidential leadership topics belong in separate knowledge areas with appropriate access permissions.

Contradictions are referred for subject-matter clarification before publication. Unsupported answers should be identified as knowledge gaps. Source references and acceptance tests help detect errors; they do not guarantee error-free answers.

Yes. We plan integration into an existing platform, a suitable cloud environment or local infrastructure. Hardware, operations and special integrations are priced separately.

No. The pilot captures expertise in one defined subject area. A complete executive handover, further departments and legal or tax succession questions exceed that scope.

Free intro call

Let's talk about your project - honest and no strings attached

  • Straight with Timo and Robin - no sales team, no pitch
  • An honest take, including when we are not the right fit
  • Concrete next steps for infrastructure, software or AI

No risk: worst case, you leave with a clearer understanding of your project than before.

Timo and Robin, founders of WZ-IT
Jakob Öschlberger
WZ-IT's advice on our Azure migration was technically sound and completely non-binding right from the intro call - we took away a great deal.
Jakob ÖschlbergerInno7 GmbH
Reviews

What clients say about working with us

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

ml&sDGHO e.V.AnnotaGolem.deStadtwerke BrühlABCO Water SystemsCORGOSRekorderKeymateFührerscheinmacherSolidProofARGE
GermanyNetworking & ProvisioningVPNAutomationOperations

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 Kirchner

Steve Kirchner

Managing Director, nextGYM GmbH

H
GermanyLocal AI IntegrationTechnical IntegrationImplementation
While looking for a partner to integrate a local AI solution, we came across Timo and Robin - and could not have made a better decision. They quickly understood our requirements and solved technical challenges competently and pragmatically. We were particularly impressed by the straightforward collaboration, their high level of expertise and the speed of implementation. We are delighted to have Timo and Robin at our side as reliable business partners and look forward to our next projects together. (translated)

Henrik Jeche

Head of IT Administration

ml&s - full-service provider for the electronics industry.

ml&s
Integrate a local AI solution
Christoph Mußmann
GermanyInfrastructure ModernizationData SovereigntyGDPRDocumentation
Communication with WZ-IT was open, friendly and professional from the very beginning. Mr. Wevelsiep and Mr. Zins responded to every one of our questions patiently, promptly and respectfully, and contributed their own suggestions and good ideas on how to modernize our server infrastructure and adapt it even better to our needs. Throughout, WZ-IT consistently kept our need for data sovereignty and GDPR compliance in mind. Even short-notice adjustments and change requests from our side were implemented quickly and patiently and integrated consistently into the overall concept. From planning to the final handover, every step was documented transparently and comprehensively - so if a provider change should ever become necessary, the documentation would let us onboard a successor into our infrastructure very quickly. We are extremely satisfied with WZ-IT and hope to continue working together for a long time.

Christoph Mußmann

Project Officer, DGHO e.V.

DGHO - German Society for Hematology and Medical Oncology.

DGHO e.V.
Modernize your infrastructure - sovereign
Matthias Zimmermann
GermanyOpen Source ArchitectureImplementationTechnical Consulting
We have had very good experiences with Mr. Wevelsiep and WZ-IT. The consultation was professional, clearly understandable, and at fair prices. The team not only implemented our requirements but also thought along and proactively. Instead of just processing individual tasks, they provided us with well-founded explanations that strengthened our own understanding. WZ-IT took a lot of pressure off us with their structured approach - that was exactly what we needed and is the reason why we keep coming back. (translated)

Matthias Zimmermann

Managing Director, Annota GmbH

Annota - healthtech startup with an AI documentation assistant.

Annota
Design an open-source AI architecture
Andrea Pawlowski
GermanyArchitecture ConsultingSovereign Software SelectionOpen Source Strategy
I got to know Timo and Robin as dedicated and professional partners who make a lot of things possible for their clients that initially seem impossible. I felt very well advised. The services offered have thoroughly convinced me. (translated)

Andrea Pawlowski

Communications Manager, Golem.de

Golem.de - leading German IT news outlet.

Golem.de
Plan a sovereign open-source stack
Pascal Block
GermanyProxmox & BackupProxmoxBackupDocumentation
Professional, honest and technically thoroughly sound: WZ-IT set up our Proxmox and backup infrastructure securely and future-proof. The consulting from Timo and Robin was objective and needs-driven, the implementation smooth and the final documentation exemplary. You can tell immediately that business-critical infrastructure is thought through holistically from the outset here and implemented with clear ownership.

Pascal Block

Project Manager, Stadtwerke Brühl GmbH

Stadtwerke Brühl - municipal energy and infrastructure utility.

Stadtwerke Brühl GmbH
Secure your Proxmox & backup setup
Sonja Aßer
GermanySoftware DevelopmentPHP ModernizationAPI Extension
With Timo and Robin, you're not only on the safe side technically - you also get the best human support! Whether it's quick help in everyday life or complex IT solutions: the guys from WZ-IT think along with you, act quickly and speak a language you understand. The collaboration is uncomplicated, reliable and always on an equal footing. That makes IT fun - and above all: it works! Big thank you to the team! (translated)

Sonja Aßer

Data Manager, ARGE

ARGE Neue Medien - master data & digital standards for plumbing and building technology.

ARGE
Modernize your legacy software
Aleksandr Shuliko
UAECloud MigrationAWS ExitProxmox81% Cost Reduction
I recently worked with Timo and the WZ-IT team, and honestly, it turned out to be one of the best tech decisions I have made for my business. Right from the start, Timo took the time to walk me through every step in a simple and calm way. No matter how many questions I had, he never rushed me. The results speak for themselves. With WZ-IT, we reduced our monthly expenses from $1,300 down to $250. This was a huge win for us.

Aleksandr Shuliko

CTO, EVA Real Estate

EVA Real Estate - leading real-estate agency in Dubai.

EVA Real Estate
Cut cloud cost - up to −81%
Pascal Hakkers
SwitzerlandManaged ProxmoxClusterMonitoringHigh Availability
WZ-IT manages our Proxmox cluster reliably and professionally. The team handles continuous monitoring and regular updates for us and responds very quickly to any issues or inquiries. They also configure new nodes, systems, and applications that we need to add to our cluster. With WZ-IT's proactive support, our cluster and the business-critical applications running on it remain stable, and high availability is consistently ensured. We value the professional collaboration and the noticeable relief it brings to our daily operations.

Pascal Hakkers

Aphy AG

Aphy AG - AI platform for hotel back-office.

Aphy AG
Build a high-availability Proxmox cluster
John Hellmerichs
GermanyProxmox & VirtualizationBackupVPNSecurity
WZ-IT provided very competent support in implementing our server and virtualization infrastructure. As part of the project, a Proxmox-based virtualization environment was set up along with a virtual machine for our application systems. Additionally, a structured backup concept was implemented. A particular focus was on security: the setup of a VPN tunnel and the clean implementation of encryption and access concepts were professionally executed. The structured consulting as well as the reliable and swift implementation deserve special mention. We are very satisfied with the services provided and are happy to recommend WZ-IT.

John Hellmerichs

Managing Director, AInergy GmbH

AInergy - consultancy for energy and facility management.

AInergy GmbH
Virtualize with Managed Proxmox
Sebastian Maier
BulgariaSovereign CollaborationOpen Source StackOperationsMaintenance
Timo and Robin from WZ-IT set up a RocketChat server for us - and I couldn't be more satisfied! From the initial consultation to the final implementation, everything was absolutely professional, efficient, and to my complete satisfaction. I particularly appreciate the clear communication, transparent pricing, and the comprehensive expertise that both bring to the table. Even after the setup, they take care of the maintenance, which frees up my time enormously and allows me to focus on other important areas of my business - with the good feeling that our IT is in the best hands. I can recommend WZ-IT without reservation and look forward to continuing our collaboration! (translated)

Sebastian Maier

Managing Director, Yonju GmbH

Yonju - business coaching and AI products.

Yonju
Get collaboration fully managed
Gabriel Sanz Señor
SpainProduction DeploymentCI/CDPaaSOperations
Counting on WZ-IT team was crucial, their expertise and solutions gave us the pace to deploy in production our services, even suggesting and performing improvements over our configuration and setup. We expect to keep counting on them for continuous maintenance of our services and implementation of new solutions.

Gabriel Sanz Señor

Managing Director, Odiseo Solutions

Odiseo Solutions - software engineering for the space industry.

Odiseo Solutions
Ship your prototype to production
Contact

Let's Talk About Your Idea

Whether a specific IT challenge or just an idea - we look forward to the exchange. In a brief conversation, we'll evaluate together if and how your project fits with WZ-IT.

Email
[email protected]
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For a longer conversation you can book an appointment instead.

Companies worldwide trust WZ-IT

  • ml&s
  • Rekorder
  • Keymate
  • Führerscheinmacher
  • SolidProof
  • ARGE
  • Boese VA
  • nextGYM
  • Maho Management
  • Golem.de
  • Millenium
  • Paritel
  • Yonju
  • EVADXB
  • Mr. Clipart
  • Aphy AG
  • Negosh
  • ABCO Water Systems
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