Built around your business
We design the solution around your workflow, team, existing systems, and constraints—not the other way around.
Secure AI transformation for SMEs
Start small. Prove the value first.
You do not need to know exactly what AI system you need before talking to us. We start with one workflow where automation could make a measurable difference, then build a focused pilot before you commit to a full deployment.
How we work
We need to understand your users, workflow, data, constraints, and definition of success before we recommend technology.
LLM vendor neutral
The agents we build work with any LLM — Claude, GPT-4, Mistral, Llama, or your own fine-tuned model.
Full transparency
The agents we build are open to inspection. Capability boundaries are visible in the source code and type signatures.
Your data stays yours
We support in-house systems and cloud deployments. In both cases, data safety is the priority: access is explicit, bounded, and designed around your security requirements.
Customer success first
Success means the work is safe, useful, and maintainable in production. We build for the long run and remain available as your system evolves.
Deep technical integrity
The security model has known limits — resource exhaustion, implementation bugs, prompt misuse within granted scope. We explain these upfront and combine complementary measures to defend in depth.
Pilot-based workflow
Three simple steps, with no obligation to continue. Stop whenever the next step does not make sense for your business.
Start with a free one-hour conversation
We discuss one workflow, the people and systems involved, and where AI could make a measurable difference. If it is not a good fit, we will say so.
One small, short-term pilot
We agree on one workflow and clear success criteria, then build and test a controlled solution against real business scenarios.
CHF 1.5k–3k2–4 weeksFixed scope
Contract and scale with evidence
If the pilot proves useful, we prepare a separate proposal for production deployment, integrations, and ongoing support.
Which workflow would you improve first?
You do not need a technical specification. Tell us about a repetitive or time-consuming process in your business, and we will help assess whether AI is a good fit.
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