AI Sandbox vs typical on‑prem AI (evaluation visual)
Typical on‑prem AI (model-only)
- Often missing: guardrails/policies
- Often missing: regression tests/acceptance
- Integration/ops becomes bespoke projects
AI Sandbox (On‑Prem Tamed AI)
- Governance: guardrails/review, reuse access
- Audit: citations + traceability
- Acceptance: regression test sets
AI Sandbox is not just “running a model inside the intranet”—it is a governable, auditable, and acceptance-ready delivery (On‑Prem Tamed AI):
- Governable: Reuse SSO/RBAC; configurable guardrails/policies; key flows can be “confirm before execute”.
- Auditable: Cited answers; traceability (what was asked, based on which sources, and what was produced). User identity mapping (“who asked”) must rely on customer SSO/IAM.
- Verifiable: Supports regression question sets and continuous improvement; quality becomes acceptance-ready delivery.
- Integratable: OpenAPI / enterprise APIs connect to existing systems—no rip-and-replace.
- Operable: Export/import rebuild flow (backup/replacement), support and security updates (agreement governs).