Deployment boundaries
Dedicated tenant or agreed private deployment, separated environments, and controlled connectivity.
Security and governance
Controls that begin before the model ships.
Deployment, access, evidence, validation, and release governance are designed into the delivery scope.
Private by default. Auditable by design.
Administrator access
No public signup. Customer administrators invite and manage authorized employees.
Identity and roles
Enterprise identity integration, least-privilege roles, and separation of development, validation, and approval.
Evidence retention
Model artifacts, tests, approvals, lineage, decisions, and overrides retained against the applicable version.
Release governance
Defined acceptance criteria, challenger evidence, model sign-off, and controlled promotion to production.
Operational assurance
Monitoring, incident pathways, change records, recovery planning, and agreed service responsibilities.
Acceptance is a deliverable.
Security, validation, risk, and business owners receive evidence aligned to the agreed model and deployment scope.
Model documentation
Purpose, scope, assumptions, limitations, data, features, methods, and intended use.
Validation evidence
Performance, stability, sensitivity, drift, bias, explainability, and challenger results where applicable.
Control evidence
Access, environments, approvals, changes, monitoring, overrides, and operational responsibilities.