Scope: map data, interfaces, volumes and exceptions.
Technical scoping and success criteria
AI Engineering · Arbon
We have a business need that involves our software or data.
AI Engineering in Arbon
We design, integrate and deploy a solution around your work.
Local contextThurgau · mechanical and textile industry, food industry, lakeside tourism
FormatRemote or on-site by agreement
ParticipantsBusiness and IT owners as needed
PriceScoped quotation
WHAT WE DO
Build a process that can be operated
AI Engineering in Arbon: 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.
01START WITH A REAL TASK
Example engineering assignment to scope in Arbon: summarise industrial after-sales service requests. 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 case01A request and your data
A business owner and IT validate access, test examples and acceptance. Together we organise each phase.
02A solution connected to your tools
Prototype: test an authorised sample against a business reference.
03A result checked by your team
Documentation, handover and operating arrangements
HOW IT TYPICALLY RUNS
A result you can check
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.
Prototype: test an authorised sample against a business reference.
Delivery and tests agreed in the proposal
Delivery: agree thresholds, error monitoring, rollback and an operational owner.
Documentation, handover and operating arrangements
YOU LEAVE WITH
- 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 · Arbon
On site in Arbon, remote across Switzerland
Arbon is on Lake Constance in Thurgau. For the after-sales scenario proposed here, start with an anonymised technical enquiry and a product sheet: the team must verify part references and compatibility.
Arbon is a small industrial town on Lake Constance, in Thurgau: the former Saurer site, which built trucks and looms, has become a district of companies and housing, and mechanics, textile machinery and automotive components remain present, alongside suppliers of the Thurgau food industry and lakeside hospitality. Arbon’s SMEs look towards St. Gallen, Romanshorn and Germany, across the water.
Arbon’s requests are those of production and after-sales companies: matching a parts enquiry with a product sheet and checking compatibility, preparing manuals and technical sheets in German and English, structuring complaints and returns, or answering a hotel’s stay enquiries in season. The reference and compatibility of a part remain checked by the team; AI prepares the answer and flags what is missing.
The harbour, the promenade and the castle give Arbon a resort feel, but the economy remains that of a converted factory town: the brick buildings now house engineering offices, workshops and a college, and SMEs there often work for German or Austrian contractors.
Map · Arbon, ThurgauSwitzerland
Arbon
- Canton
- Thurgau CH-TG
- Working language
- German; English is common in the exporting companies of the Lake Constance area.
- Travel and meetings
- Arbon is twenty minutes from St. Gallen and over three hours from Lausanne. Gallen or Frauenfeld over one or two days, and provide follow-up by video call, in German. Any travel costs are stated in the proposal before any commitment.
- Typical sectors in the region
- Manufacturing · Garages and body shops · Hotels and restaurants
- Neighbouring cities served
- St. Gallen · Frauenfeld · Winterthur
Sources and guardrails
01SECO SME Portal · Business AI examples↗02FDPIC · AI and data protection in Switzerland↗Official guidance
These references inform the approach; they are not client endorsements or legal advice.
QUESTIONS BEFORE YOU START
Before the first conversation
Do we have to replace our software to connect an agent?
That depends on the available interfaces and permissions. We first check exports and APIs; integration is not promised before this review.
When can a prototype go live?
After representative testing, agreement on acceptable errors and a support plan. No fixed timeline applies to every project.
How is a project in Arbon priced?
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
The same service in neighbouring cities
Each city has its own page, with the same scope and the same price grid; only the local context changes.
All cities ↗AI Engineering · Arbon
A useful first conversation
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.