Scope: map data, interfaces, volumes and exceptions.
Technical scoping and success criteria
AI Engineering · Biel/Bienne
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 Biel/Bienne: 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 Biel/Bienne: match an inspection sheet to a reported watchmaking defect. 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 · Biel/Bienne
Biel/Bienne is a historic hub of watchmaking and precision mechanics (Swatch Group head office); the Switzerland Innovation Park Biel/Bienne works on medtech and production technology, in the country’s largest bilingual city.
Biel is the city of watchmaking and precision mechanics: the head offices and manufactures of large watch groups, dozens of component workshops, and an innovation park opening towards medtech, batteries and mobility. It is also the largest bilingual city in Switzerland, on the shore of its lake, with a university of applied sciences and a fabric of IT providers serving regional industry from the Seeland to the Bernese Jura.
Biel’s requests mix the two languages and the two cultures: writing technical sheets and procedures in French and German without translating twice, structuring workshop and inspection reports, preparing the documentation of a medical device for a regulatory file, or qualifying after-sales service requests. The concern for the right dimension and for traceability applies to documents as to parts: AI proposes, the owner validates.
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 · Biel/Bienne
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.