SENTRY AI · Enforce

AI security controls for supported, validated enforcement points.

SENTRY AI is Armorstack’s AI-specific security enforcement layer. Supported controls help detect unsafe AI activity and apply agreed blocking, redaction, or escalation policies at validated enforcement points. The full planned toolset is included upfront in one Managed Intelligence Provider (MIP) package: Fabric DISCOVER, Pulse CORRELATE, Miralto PROVE, and SENTRY AI ENFORCE. Activation follows supported scope and operational readiness, not optional tool-tier upsells. Existing verified capabilities remain distinct from expanded end-to-end infrastructure observability, which is awaiting live acceptance.

Three Layers, Not One

Correlate. Prove. Then Enforce.

SENTRY Pulse correlates supported threat signals. Miralto, Armorstack’s own governance and evidence platform, is scoped deliberately to observe, understand, and prove: guidance and control truth, never enforcement. SENTRY AI is built with a different charter: it’s the enforcement layer, specific to AI activity. Where Pulse tells you what’s happening and Miralto tells you what’s provable, SENTRY AI applies controls where supported enforcement points have been enabled and validated.

The passive collector supports AI-vendor connection and AI-API-key-pattern visibility on supported Windows and Linux endpoints. Available findings feed evidence and governance reporting; coverage, control mapping, and exports depend on supported sources and configured scope.

Capabilities & Readiness

Supported Capabilities and Clearly Marked Prototypes

Capability availability is assessed within each supported scope. Existing verified capabilities are distinct from prototypes and from expanded end-to-end infrastructure observability awaiting live acceptance. SENTRY AI is delivered through the MIP package, with activation tied to readiness.

Agent Data-Flow Visibility

Logs what an AI agent actually touched: not just whether its own claim of success passed.

Content-Block & Content-Redact Enforcement

Content blocking and redaction at supported enforcement points, with policy behavior and ticketing validated before activation.

Cloud DSPM

Scans AWS S3 for exposed PII, credentials, financial, and health data. Observability-only: it flags, it doesn’t act.

Network-Level Shadow-AI Detection

Detects supported AI-tool indicators in available DNS and firewall logs, subject to source coverage and configuration.

UEBA Behavioral Risk Scoring

Flags sustained high-risk user behavior across identity-aware connectors: patterns, not single events.

Browser-Extension Capture Point

Prototype

Blocks risky ChatGPT, Claude, and Gemini submissions at the browser. Still prototype-stage: not yet delivered as a shipped feature.

Security built into engineering, not bolted on after deployment: see VERITY AI Engineering.

What the Export Actually Is

The exportable report is vendor-egress telemetry: a record of what connected to which AI vendor, when, and from where. It is not a true AI Bill of Materials, and we don’t call it one.

Enforcement scope, policy, escalation paths, and operational safeguards are agreed and validated before activation. Detection and reporting do not imply that every AI interaction is captured or blocked.

Find Out What AI Tools Are Already Inside Your Environment

A scoped shadow-AI assessment, delivered by the Sentry team that operates this platform: not a self-serve trial.

Talk through your situation

Book a short consultation to walk through your environment, the frameworks that apply to you, and a sensible first step. No pitch deck.

Book a consultation →

Prefer to start smaller? See how the 90-Day Proof works, or start with the SENTRY AI Security QuickScan.