Mid-Funnel Analysis
Private AI vs Public AI
The difference is control. Private AI delivers deterministic infrastructure, while public AI trades control for convenience.
Control Plane
Private: Owned, governed, deterministic.
Public: External, opaque, policy-dependent.
Data Residency
Private: Enforced at ingestion, storage, and inference.
Public: Subject to vendor jurisdiction and routing.
Auditability
Private: Immutable logs and decision traceability.
Public: Limited insight into model behavior.
Operational Risk
Private: Contained with approval gates and escalation paths.
Public: Exposed to vendor release volatility.
Choose control over dependency.
We design private infrastructure that preserves governance, residency, and operational stability.