Adjacent categories share pieces of the surface, but no other category delivers inline enforcement, identity-aware policy, customer data classification, per-tool governance, and tamper-evident signed audit in one control point. The sections below unpack each contrast in detail.
Detection Tools
Detection Tools
Observe AI activity
Flag anomalies
Provide dashboards
DeepInspect
Enforces policy inline
Blocks or modifies actions in real time
Produces signed decision records
Model Safety Features
Model Safety Features
Protect model providers
Generic content filtering
DeepInspect
Protects the enterprise
Governs internal AI workflows
Compliance Dashboards
Compliance Dashboards
Map controls to frameworks
Display compliance status
DeepInspect
Enforces real controls
Produces defensible evidence
AI Gateways and Agent Observability Tools
AI Gateways and Agent Observability Tools
Route, log, and cache LLM traffic
Trace agent runs after the fact
No identity-aware policy or tamper-evident audit
DeepInspect
Routes, logs, and caches the same traffic
Enforces identity- and data-aware policy on every prompt and tool call