Security and ownership
Your data, code and access remain under your control
The security architecture follows the risk of the actual process. Before the pilot we document data, roles, models, deployment, retention and handover.
Data and control path
Where information moves and who makes the decision
Before launch, the flow is documented for the specific process: from the data source to action approval and client handover.
Integration layer
Model layer
Human approval
Action log
Client ownership
Data
We identify what the system truly needs, remove unnecessary fields and separately agree how personal and sensitive data will be handled.
Models and providers
For external APIs we review processing terms and training controls. When the risk requires it, we use a dedicated environment or an appropriate local model.
Access
We grant the least privileges required, separate environments and never keep production secrets in code. Access owners and revocation are agreed before launch.
Deployment and retention
The solution can run on the client's prepared infrastructure or an agreed cloud. Retention, backups and logs follow the needs of the process.
Error controls
Critical actions receive rules, human approval, logs and a way to stop or roll back the operation.
Ownership of the result
Code, documentation, configuration and prepared materials are handed over in the scope agreed in the contract. Support does not create hidden vendor lock-in.