Intelligence, Orchestrated.
Saudi companyFor IT and security
Read-only first. Data minimization by default. RBAC, audit logs, retention rules documented before code.
Quick answer
Read-only first. Data minimization by default. RBAC, audit logs, retention rules documented before code.
AI pilots create risk when data access, personal data handling, output controls, and write actions are not defined upfront. We lock those four before the first line of code.
| Question | Practical answer |
|---|---|
| Where should I start? | Start with the data-access matrix: which roles touch which sources, under which controls, with which retention. |
| How is PDPL handled? | PDPL-aware by design: minimization, masking, role-based access, audit trail, retention rules. We do not provide legal certification. |
| What about LLM data? | Per-pilot decision. We default to data residency where the provider supports it, and disable training on customer data. |
In the customer environment whenever possible. When a managed service is required, data residency is set per provider capability and documented.
Yes. Every action that affects data or outputs is logged with actor, time, and reason. Logs are accessible to your security team.
The architecture is provider-agnostic. Switching providers is a configuration change, not a rebuild.
Share the workflow, systems, volume, and goal. We reply within 24 hours with scope, KPIs, timeline, access requirements, and an estimated SAR range.
Start nowSaudi companyFor IT and security
Read-only first. Data minimization by default. RBAC, audit logs, retention rules documented before code.
Quick answer
Read-only first. Data minimization by default. RBAC, audit logs, retention rules documented before code.
AI pilots create risk when data access, personal data handling, output controls, and write actions are not defined upfront. We lock those four before the first line of code.
| Question | Practical answer |
|---|---|
| Where should I start? | Start with the data-access matrix: which roles touch which sources, under which controls, with which retention. |
| How is PDPL handled? | PDPL-aware by design: minimization, masking, role-based access, audit trail, retention rules. We do not provide legal certification. |
| What about LLM data? | Per-pilot decision. We default to data residency where the provider supports it, and disable training on customer data. |
In the customer environment whenever possible. When a managed service is required, data residency is set per provider capability and documented.
Yes. Every action that affects data or outputs is logged with actor, time, and reason. Logs are accessible to your security team.
The architecture is provider-agnostic. Switching providers is a configuration change, not a rebuild.
Share the workflow, systems, volume, and goal. We reply within 24 hours with scope, KPIs, timeline, access requirements, and an estimated SAR range.
Start now