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AI Process Assessment

Assess the AI potential of one concrete business process

We review a recurring workflow, the data and systems involved, and sensible boundaries for automation. You receive a practical decision on whether an AI pilot is appropriate and how it should be scoped.

€1,490 excl. VAT1 to 2 weeksOne clearly scoped process

Companies worldwide trust WZ-IT

Companies worldwide trust WZ-IT

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

An actionable decision instead of a generic list of AI ideas

The assessment connects the business workflow, available data, system access and control points. It shows which steps can be automated, where human review remains necessary and how a viable pilot can be estimated.

Current process and bottlenecks

We document intake, processing, decisions, exceptions and target systems for the selected workflow.

Data and system review

Sample data, interfaces, permissions and existing rules are reviewed for technical usability.

Pilot and effort recommendation

You receive a scoped pilot proposal with prerequisites, risks, review points and a cost assessment.

Assessment scope

One process is assessed from both a business and technical perspective

The assessment is designed for one concrete recurring workflow. It is not a company-wide AI strategy and does not include production implementation.

Define the process boundary

Agree the starting point, outcome, roles, volume and common exceptions.

Review examples

Assess representative emails, documents, forms or records for structure and variation.

Map systems

Document source and target systems, existing interfaces, access paths and manual transfers.

Set control points

Distinguish decisions that can follow rules from cases that require approval or correction.

Assess risk

Consider error impact, sensitive data, traceability and operational dependencies.

Plan the pilot

Document the objective, scope, acceptance criteria, required access and recommended next steps.

Service boundary

Not included in the process assessment

  • A company-wide AI strategy or complete process landscape
  • Production implementation, licences or custom-built interfaces
  • Legal advice, a data protection impact assessment or certification
  • A guarantee of savings, automation rates or model quality
Process

From the working process to a viable pilot scope

The real business workflow remains the starting point. Technology and models are considered only after intake, outcome and error impact have been clarified.

  1. 01

    Select the workflow

    Define the objective, volume, participants and common variants.

  2. 02

    Review data and systems

    Work through samples, rules, interfaces and target systems together.

  3. 03

    Set automation boundaries

    Separate AI steps, fixed rules, human approvals and explicit exclusions.

  4. 04

    Document the decision

    Deliver a concrete recommendation covering pilot, prerequisites, risks and effort.

Fixed entry point

AI process assessment at a fixed price

The price covers the assessment of one clearly scoped business process. Multiple workflows or extensive data analysis are scoped separately before work begins.

One-time entry

AI Process Assessment

€1,490

excluding VAT, one-time

For organisations that want to clarify value, prerequisites and a viable pilot before implementation.

  • One clearly scoped business process
  • Review of sample data and involved systems
  • Assessment of automation and human control
  • Written pilot proposal with risks and effort

Before starting, we confirm the process boundary, available examples and responsible contacts. This keeps the assessment useful and time-boxed.

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

Suitable for recurring workflows with substantial manual work

  • A concrete process repeatedly creates search, review or data-transfer work
  • Representative inputs and a business contact are available
  • You want to determine whether AI, fixed rules or conventional automation are appropriate
  • Error cases and human approvals should be considered from the start

What we need from you

  • A short description of the current workflow and required outcome
  • Representative examples, anonymised where needed
  • An overview of the applications and interfaces involved
  • A business contact for questions and acceptance

Request an AI process assessment

Which workflow should we assess?

A brief description of the current process, the systems involved and the largest manual effort is enough for an initial assessment.

Choose your starting point

The enquiry is non-binding. We only need sample data after the scope has been confirmed together.

How should we get back to you?

We usually respond within one business day.

Frequently asked questions about the AI process assessment

Scope, outcome, data and subsequent implementation

An AI opportunity assessment determines whether a concrete process is best supported by AI, fixed rules or conventional automation. It considers the workflow, data, systems, error impact and necessary human controls together.

A clear boundary allows a reliable technical and commercial assessment. If several workflows are involved, we first prioritise the strongest candidate or agree an expanded scope.

No. The assessment provides the decision and planning basis. Any subsequent implementation is quoted separately based on the confirmed pilot scope.

No. Missing structure or interfaces can, however, affect the achievable level of automation and the effort required. The assessment makes these prerequisites visible.

Yes. If fixed rules, a form or a conventional workflow solve the task more reliably, that is documented. The objective is the right implementation path, not the use of a particular model.

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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Leave your number and we will call back — at the latest on the next business day.

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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