Scope: map data, interfaces, volumes and exceptions.
Technical scoping and success criteria
AI Engineering · Fribourg
We have a business need that involves our software or data.
AI Engineering in Fribourg
We design, integrate and deploy a solution around your work.
Local contextFribourg · food, industry, education
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 Fribourg: 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 Fribourg: classify supplier enquiries for a food business. 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 · Fribourg
On site in Fribourg, remote across Switzerland
A bilingual city and canton on both sides of the Sarine; the food industry carries real weight, from the Gruyère district to distribution centres, and the university teaches in French and German.
Fribourg lives on the language border: the lower town on the Sarine, the bilingual university, the cantonal hospital and, all around, a rural and industrial canton. Food is part of its identity, from Gruyère cheese and cream to the chocolate makers of the Gruyère district, via dairies, slaughterhouses and retail groups whose logistics centres sit between Fribourg and Bern. The canton’s SMEs are often family-owned, sometimes in the second or third generation, and deal with suppliers and customers on both sides of the Sarine.
In Fribourg SMEs, typical use cases concern sorting supplier enquiries for a food company, drafting product sheets in both languages, formatting hygiene or quality-control reports and preparing documents for the local schools and training institutes. In the food industry, traceability requires that no batch information be altered without human control; we build the exercises around that rule.
Map · FribourgSwitzerland
Fribourg
- Canton
- Fribourg CH-FR
- Working language
- French and German, a bilingual city and canton; we work in either language depending on the team.
- Travel and meetings
- A half-day on site is easy to schedule, on your premises in Fribourg, Villars-sur-Glâne, Bulle or Murten; follow-up reviews are held by video call, in French or German. Any travel costs are stated in the proposal before any commitment.
- Typical sectors in the region
- Manufacturing · Retail · Construction and engineering firms
- Neighbouring cities served
- Bern · Lausanne · Yverdon-les-Bains · Vevey
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 Fribourg 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 · Fribourg
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.