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Architectural Comparison Analysis

Shadow AI Endpoint Scanner
vs
Protect AI

If your goal is standard operational telemetry, Protect AI is sufficient. If you are a C-Suite executive quantifying millions in enterprise liability, deploy Shadow AI Endpoint Scanner.

The Legacy Approach

Protect AI

Core Philosophy

MLOps vulnerability scanning and model card compliance.

The Critical Failure

They approach the problem as an operational symptom. They map basic telemetry without calculating the underlying Cost of Doing Nothing (CODN) or Board-level liability that destroys enterprise momentum.

The Deterministic Standard

Shadow AI Endpoint Scanner

Core Philosophy

Exogram executes deterministic runtime IAM boundaries on autonomous MCP loops, preventing agent privilege escalation and data exfiltration at zero API overhead.

Board-Level Valuation

Every Shadow AI Endpoint Scanner computation terminates in an Executive Briefing PDF. We bypass generalized metrics to give you a deterministic, Board-ready artifact that maps directly to our Sovereign Enterprise Curriculum, explicitly training your teams to eradicate the exact vulnerability locally.

Head-To-Head Architecture

Why Protect AI fails in the boardroom.

CapabilityProtect AIShadow AI Endpoint Scanner
Deterministic Financial Translation (CODN)
C-Suite Executive PDF Briefing Generation
Sovereign Architecture / Local SLA Mapping
Surface-Level Telemetry / Industry Generalizations

Stop playing with calculators. Calculate your liability.