AI in Zürich SMEs 2026: what the surveys show.
Most Zürich SMEs see AI positively. What holds them back is missing know-how, named by 40 percent as the main obstacle.
ARTICLES
AI in your business, from practice.
How I build, check and run AI systems, and what to watch with data and providers.
AI in a law firm: within professional secrecy.
The Swiss Bar Association allows AI with client data in three ways. The most practical one is a model the firm runs on its own network.
AI in a fiduciary office: what your client data allows.
A fiduciary office may use an AI provider for most client work under the right contract. Audit mandates and confidentiality clauses need more.
AI in property management: tenants, applicants and their data.
Most data in property management is not particularly sensitive. AI can take over tenant mail and letters, with clear rules for applications.
The AI reads the prices, code does the sums.
A language model can get a number wrong. So in the systems I build, the model only reads the amounts, and code adds them up.
How I check what an AI claims.
You cannot tell from an AI answer whether it is true. So I build systems that show a claim only if its quote appears word for word in the source.
What happens to your customer data when you use AI.
Every AI request sends your data to a provider. In the systems I build, each request tells the provider not to store the data and not to train on it.
How AI assistants get access to your systems.
An AI assistant only sees what you paste into it. A connector lets it use your systems, limited to the actions you allow.
Agency, freelancer or one engineer: who should build your project?
An agency for several disciplines and guaranteed cover, a freelancer for extra hands in your team, one engineer for a system one person can build and run.
Where AI pays off in an SME, and where it does not.
AI pays off on repeated text work that someone can check. It does not for exact sums, binding documents sent unread, or rare tasks.
When to replace an Excel file with an internal tool.
Replace the file when several people change it, the business depends on it and its rules exist only in formulas one person understands. Otherwise keep Excel.
How an AI assistant answers from your own documents.
The model is not retrained. Your documents are indexed and searched for each question, and the passages found go to the model with the question.
Local AI or a cloud provider: where your data should sit.
Most company data may go to an AI provider under the right contract. A fixed region or a self-run model is for secrets and sensitive data.
What AI and custom software cost a Swiss SME.
What Swiss agencies and freelancers charge, what determines the price, what running the software costs afterwards, and how to tell whether a project is worth its price.
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