Do you train public models on our proprietary data?
No. Envisioning workflows use API policies and scoped processing for service delivery. We handle client-specific outputs as client deliverables, not shared training datasets.
Can we restrict access internally?
Yes. We can configure workspace and bespoke deployments with role-based access patterns and enterprise authentication options, including SSO.
How do you reduce hallucination risk?
We generate signals through multi-model comparison, then check them against sources and reliability scoring before strategic synthesis.
Can legal or procurement teams review this in advance?
Yes. We can provide a scoped response package for security, privacy, procurement, and contractual review during qualification.
Where is our data processed?
Envisioning runs on established cloud infrastructure. We can host in Europe or in other regions depending on your data-residency or performance needs. Data is encrypted in transit and at rest. Region and subprocessor details can be provided in a scoped review package for procurement or security teams.