The agents can read your data. They cannot touch it.
Every objection an IT director raises about putting AI near a production ERP is a reasonable one. Here is how each is answered structurally, rather than with a promise.
| # | Layer | Implementation | Regulatory mapping |
|---|---|---|---|
| 01 | Data access authority | Strict read-only permissions. The system physically cannot modify, overwrite or delete production data tables. | KVKK Article 12: protection of data security and integrity. |
| 02 | Deployment | On-premise within company firewalls, or a dedicated private cloud. Zero external cloud leaks. | KVKK Article 9: data-localization mandates. |
| 03 | Immutable audit trails | Every prompt, generated query and access event is cryptographically timestamped in an unalterable log. | Protection of corporate secrets and legal traceability. |
| 04 | PII anonymization | Pipelines automatically strip and mask personally identifiable information before it reaches a context window. | Compliance with enterprise privacy law. |
If your IT team has a question this page does not answer, we would rather have that conversation before an engagement than during one.