Scope: map data, interfaces, volumes and exceptions.
Technical scoping and success criteria
AI Engineering · Frauenfeld
We have a business need that involves our software or data.
We design, integrate and deploy a solution around your work.

WHAT WE DO
AI Engineering in Frauenfeld: software or an agent designed for a defined task, connected to your systems. Inputs, access rights and acceptable errors are scoped before the prototype; production follows testing and your approval.
Example engineering assignment to scope in Frauenfeld: extract open issues from a machine service report. A prototype agent receives an authorised input, prepares a proposal and routes it to an owner before any external action. Evaluation covers errors, exceptions and cost per case; connection to business software depends on available interfaces.
Illustrative working example — not a client caseA business owner and IT validate access, test examples and acceptance. Together we organise each phase.
Prototype: test an authorised sample against a business reference.
Documentation, handover and operating arrangements
HOW IT TYPICALLY RUNS
One precise piece of work or several in sequence. The proposal sets the work; a subscription reserves hours each month for an agreed list of priorities.
Technical scoping and success criteria
Delivery and tests agreed in the proposal
Documentation, handover and operating arrangements
Bring a process map, systems to connect, authorised examples and volumes. Identify who approves access and who accepts the result; production access is never implicit. Read the preparation guide ↗
WHY THIS MATTERS HERE · Frauenfeld
For an industrial SME in Frauenfeld, a machine service report can test extraction of open issues. Retain useful technical identifiers, remove personal data and check that unfinished maintenance is never reported as completed.
Frauenfeld is the capital of Thurgau, a canton of orchards, crops and discreet industry between Winterthur and Lake Constance. The town hosts the cantonal administration, a military base, abrasives, metalworking and machinery companies, distribution centres and an agriculture organised around fruit, cider and food processing. SMEs here are often industrial or craft-based, and work with contractors from the Zurich region and southern Germany.
Thurgau’s requests concern production and service documents: extracting open items from a machine maintenance report, preparing safety data sheets and manuals in several languages, structuring a wholesaler’s orders, or organising a farm’s correspondence with its buyers. An AI-prepared service report must never present an operation as completed when it is not; that rule guides the exercises.
Frauenfeld keeps a direct relationship with the land: the canton’s agricultural cooperatives, cider makers and canneries manage short seasons and irregular volumes, and their automation requests concern first the paperwork of harvest campaigns, not production itself.
These references inform the approach; they are not client endorsements or legal advice.
QUESTIONS BEFORE YOU START
That depends on the available interfaces and permissions. We first check exports and APIs; integration is not promised before this review.
After representative testing, agreement on acceptable errors and a support plan. No fixed timeline applies to every project.
The quote separates scoping, implementation and operation, based on volumes, interfaces and required checks. Locations and travel are specified before commitment.
Neighbouring cities served · AI Engineering
Each city has its own page, with the same scope and the same price grid; only the local context changes.
All cities ↗AI Engineering · Frauenfeld
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.