Operivora designs AI workflows around scoped access, human review points, audit-friendly records, and clear limits on what a system can do.
We do not treat security as a line item at the end of a build. Each workflow starts with the data it needs, the tools it can touch, the actions it can take, and the moments where a human must review.
Access is scoped to the workflow instead of giving broad system-wide authority.
Sensitive or unclear requests move to a person with context attached.
Important inputs, updates, failures, and escalations can be logged for review.
Data Sovereignty Map
Requests, records, AI actions, and human review stay separated into defined steps.
Each workflow is designed around the minimum data needed for the task, with clear rules for what can be read, written, or escalated.
Support and assistant workflows use the documents, policies, and records your team approves for that specific use case.
Credentials, API permissions, and tool access are planned before launch so the system only acts inside defined boundaries.
Sensitive, expensive, ambiguous, or policy-heavy actions can be routed to a person instead of being automated blindly.
Security Architecture
We document what information the workflow needs, where it moves, and which systems are allowed to receive updates.
Client information is used for the agreed workflow scope, not for unrelated demos, model training claims, or public examples.
We choose the deployment and integration pattern around your tools, risk level, data policies, and operational requirements.
API keys, OAuth connections, and service accounts are scoped to the workflow and separated from casual team access.
Security FAQ
Security depends on the workflow, tools, data, and risk level. These answers explain how we typically approach those boundaries before anything goes live.
Storage and processing depend on the tools, model providers, and deployment pattern selected for the engagement. We document those choices before implementation.
No. We implement strict scope limitations. AI agents only access the specific data required for their defined tasks, nothing more.
We prefer scoped OAuth, API keys, and service accounts with the least privilege needed for the workflow. Credential handling is defined as part of the build.
Access is limited to what is required to design, build, test, and support the agreed workflow. Sensitive access expectations can be documented in the project scope or NDA.
Incident handling depends on the agreement and systems involved. For production workflows, we define escalation contacts and response expectations before launch.