Understand
One task. A clear goal.
We establish the starting point, owners and intended output.
Service / from $2,500
Target outcome: controlled automation across system boundaries. The scope covers workflow, interfaces, failure paths, approvals and monitoring. Provider licences, API consumption and third parties are separate.

The essential answer
Werkverstand connects rules, AI and interfaces into a reviewable workflow. Scope includes triggers, data contracts, approvals, error handling and operational handover.
From idea into operations
You know what is being built, how it is checked and who takes over.
We establish the starting point, owners and intended output.
Data, permissions, quality and effort shape the right approach.
We build, test and document the agreed process.
Your team takes over with approvals, fallback and clear ownership.
01 / FIT
02 / LIMITS
An automation does not need a language model at every step. Use understandable rules for totals, deadlines and deterministic matching where sufficient. AI supports text, unstructured content and preparatory work where useful. This division keeps the process understandable and simplifies later troubleshooting.
We document what triggers a task, permitted inputs and intended output. For example, a customer inquiry is routed, enriched with approved account data and prepared as a response draft. An external change receives separate approval. Systems, owners and acceptance criteria are confirmed before implementation.
Tests include incomplete input, duplicate events, expired authentication and timeouts. The workflow shows which step remains open and prevents uncontrolled repetition of external actions. Manual handling remains possible. Success is verified through the actual outcome, not merely technically successful execution.
You receive the working version, tests, understandable operating instructions and ownership assignments. Pilot evaluation compares cycle time, rework and errors against the previous process. The workflow scorecard supports selection, while the AI system check gathers key information for joint assessment. Expansion follows acceptance of the agreed scope.
The next sensible step
Eight steps from a general interest in AI to a clearer decision for your business.
Start AI System Check