Enterprise AI
Enterprise AI refers to AI systems designed for organizational use, with requirements around security, compliance, integration, access control, and auditability that consumer AI products do not meet.
Definition
Enterprise AI is the category of AI products intended for organizational use rather than only individual consumer use. Typical evaluation criteria include Single Sign-On, role-based access control, audit logging, integrations, data-location options, support commitments, encryption, and contractual terms about training data and data processing. The precise requirements depend on the organization and use case.
Why it matters
Generic AI tools have driven rapid individual productivity gains but cannot be deployed safely to handle internal knowledge in regulated industries. Enterprise AI addresses the gap by providing the security, compliance, and operational controls required by IT, legal, and procurement — at the cost of slower rollout and higher unit cost.
How Volentis.ai handles it
Volentis.ai is built specifically for European enterprises that want modern AI with enterprise controls. Public copy emphasizes EU data residency, GDPR Article 28 processor positioning, EU AI Act readiness, no training on customer data, SSO, and role-based retrieval as core platform principles.