Determa Determa Applied AI Systems

Determa.

Determa is the trading name of René Zander — a specialized firm for applied AI systems in regulated, critical business processes. Founded 2026, led by the architect himself.

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Approach

Not an agency. A specialization.

Determa is not a general AI agency. Not an automation shop, not a chatbot builder, not an innovation lab. Determa stands for one thing: moving AI out of the uncertain pilot and into a controlled, accountable production process.

That means resilient architecture instead of a demo. Guardrails and human gates exactly where a mistake costs something. Traceable decisions instead of a black box. And a handover that leaves your own team able to run the system.

Principles

Three words we let ourselves be measured by.

  • Production-ready — AI out of the pilot and into resilient production operation.
  • Controlled — Guardrails, human approvals and a complete audit trail exactly where a mistake costs something.
  • Operational — A handover after which your own team runs the system.

From pilot to operation

Pilotworks in a demo
Production-readyresilient architecture
Controlledgates, audit trail
Operationalyour team runs it
The three principles are three stages every engagement passes, in this order.

Who stands behind it

You hire Determa. The person who designed the system delivers.

No sales team promising what another team has to keep. René Zander leads every Determa project himself: architecture, guardrails, handover.

Who delivers

Typical agency

Salespromises
Project leadtranslates
Delivery teamkeeps the promise

Determa

René Zandercall, architecture, delivery, handover
At an agency, the promise and the delivery sit with different people. At Determa they sit with one: the architect who designs the system delivers it.