Enterprise Assurance
Designed for controlled organisational operation.
Ducaltus Enterprise combines operational AI assurance with authenticated access, permission-aware workflows, persistent records, organisational context, and traceable governance activity for high-stakes AI environments.
Enterprise Foundations
Operational assurance requires controlled infrastructure.
Ducaltus is designed around controlled enterprise operation rather than anonymous or isolated model evaluation. Assurance activity is connected with authenticated access, organisational context, persistent operational records, governance workflows, reporting, and traceability.
Authenticated Access
Platform access is tied to authenticated user accounts before enterprise assurance workflows are accessed.
Permission-Aware Operation
Operational capabilities are permission-aware so authorised users can access actions appropriate to their responsibilities.
Organisation & Project Context
Enterprise records and assurance activity are organised within authorised organisation and project contexts.
Persistent Records
Assurance, governance, and deployment records are persisted to support repeatable review and historical traceability.
Governance Traceability
Governance actions, supporting evidence, and reporting outputs are designed to support later review and audit.
Durable Operation
Persistent state and operational artifacts support continuity across application restarts and redeployments.
Security & Access
Access aligned with organisational responsibility.
Ducaltus uses authenticated access and role-based permissions to separate read-oriented activity from operational and administrative actions. Platform access operates within an authorised organisational context, with operational actions controlled according to user responsibilities.
Identity
Users authenticate before accessing enterprise workflows.
Organisation Membership
Users operate within an authorised organisation context.
Role-Based Permissions
Operational and administrative capabilities are controlled according to authorised platform responsibilities.
Organisation Separation
Organisation-scoped records and operations are accessed through authenticated organisational context rather than a shared unrestricted workspace.
Controlled Registration
Where enabled, account registration is subject to controlled access rather than unrestricted public account creation.
Persistence & Traceability
Assurance evidence that survives the assessment.
High-stakes AI assurance cannot depend solely on a point-in-time result. Ducaltus preserves relevant operational context so assurance, governance, reporting, and reassessment can be reviewed over time.
Governance Records
Preserve relevant review, decision, and workflow history.
Evidence Records
Associate supporting material with governance and assurance activity.
Historical Assurance
Support comparison and reassessment as evidence or deployment conditions change.
Reporting
Create stakeholder-oriented outputs from persisted assurance context.
Audit Evidence
Maintain structured records supporting later review of governance and operational activity.
Operational Continuity
Persistent state and durable operational artifacts support continuity of assurance activity across production operation.
Deployment
Built around durable enterprise operation.
Production deployment is designed to preserve relevant operational state and assurance records across application restarts, redeployments, and continuing enterprise operation.
Customer-specific requirements such as hosting region, retention, recovery objectives, and continuity expectations can be addressed as part of the intended deployment context.
Controlled Technical Review
Deeper evidence where due diligence requires it.
Public Ducaltus material intentionally remains at an appropriate customer-facing level. Where an evaluation, procurement process, or technical due-diligence exercise requires deeper evidence, relevant deployment, access-control, persistence, recovery, security-validation, and operational documentation can be reviewed under appropriate confidentiality arrangements.
Confidential access remains purpose-limited and subject to the scope of the review. Source code, proprietary assurance logic, patent-related material, credentials, and unrestricted internal architecture are not included unless specifically required and authorised.
Enterprise Assurance
From technical evidence to accountable operational assurance.
Ducaltus connects AI evaluation with the organisational controls, governance context, persistent evidence, and traceability required to support repeatable assurance across the deployment lifecycle.