Baseline: record time spent, corrections and existing usage.
A recommendation and a workspace configured to scope
AI Adoption Support · Winterthur
We want the right tools and people who know how to use them.
We choose and configure tools with IT, then support their day-to-day use.

WHAT WE DO
AI Adoption Support in Winterthur helps turn isolated experiments into a regular working practice. We work with an internal owner on use cases, output quality and adoption, through recurring reviews within an agreed scope.
Example practice to track in Winterthur: extract operations from an industrial maintenance sheet. An internal owner collects corrections across repeated instances of this task. Reviews adjust instructions, identify users who need support and compare total time, including verification, with the baseline.
Illustrative working example — not a client caseA business lead, your IT administrator and the people involved join agreed scoping and training sessions.
Support: review examples, coach users and adjust instructions.
An adoption review and next improvements
HOW IT TYPICALLY RUNS
Teams, tools and sessions are agreed together. Custom development belongs to AI Engineering; licences are separate.
A recommendation and a workspace configured to scope
Guides and uses prepared with your teams
An adoption review and next improvements
Identify an available internal owner, the users concerned and a task to track. Set aside a short recurring review and anonymised examples; adoption cannot be assessed properly without team availability. Read the preparation guide ↗
WHY THIS MATTERS HERE · Winterthur
The second city of the canton of Zurich and the former machinery town (Sulzer, Rieter), Winterthur also hosts the head office of a major insurer and the ZHAW university of applied sciences.
Winterthur is the second city of the canton of Zurich and the former capital of machinery: the Sulzer and Rieter halls have become office, school and startup districts, while industrial groups keep development centres there. The city also hosts the head office of a major insurer, a university of applied sciences, the ZHAW, and a fabric of SMEs in mechanics, building technology and IT services working for the whole Zurich region.
Winterthur’s requests are concrete: extracting operations from a maintenance sheet, writing assembly instructions in a controlled vocabulary, preparing answers to claims or underwriting questionnaires, documenting IT procedures for the clients of a service company. The engineers here expect verifiable results, with sources, and a clear separation between what the tool proposes and what the person validates.
Workshops in Winterthur take place on your premises, in Oberwinterthur, Töss, Wülflingen or near the Sulzer site; follow-up reviews run by video call, in German or English, with the prompts and sources kept in a shared file.
These references inform the approach; they are not client endorsements or legal advice.
QUESTIONS BEFORE YOU START
A workshop introduces a method over a short session. Adoption support follows actual practice over time, resolves difficulties and measures use.
We compare a baseline with observations on the same task: time, corrections and frequency of use. Objectives are agreed; savings are not guaranteed.
An internal business owner and the users of the selected process. Cadence, hours and any on-site sessions in Winterthur are specified in the proposal.
Neighbouring cities served · AI Adoption Support
Each city has its own page, with the same scope and the same price grid; only the local context changes.
All cities ↗AI Adoption Support · Winterthur
Tell us which task is slowing the team down, who does it today and what a good result would look like. We will confirm scope, availability and budget before any work starts.
No work starts before scope and budget are agreed.