How many alternatives to Shadow Defend are available?

There are 48 alternatives to Shadow Defend listed on CybersecTools, all within the AI Governance category. Each alternative is matched based on shared capabilities, tags, and NIST CSF coverage areas.

Is Shadow Defend free or commercial?

Shadow Defend is a commercial AI Governance tool. It requires a paid license or subscription. Both free and commercial alternatives are available for comparison.

What type of tool is Shadow Defend?

Shadow Defend is a AI Governance tool within the broader AI Security category. It is used by security professionals for ai governance capabilities and can be compared against 48 similar tools.

48 Best Shadow Defend Alternatives & Competitors (2026)

Top Shadow Defend Alternatives and Competitors at a Glance

A closer look at the 8 most relevant alternatives and competitors to Shadow Defend, including their key features and shared capabilities.

KonaSense

Commercial

AI Governance

Platform governing human-to-AI interactions with policy enforcement & audit trails.

Key features: Shadow AI discovery and risk-tier visualization across GenAI tools, SaaS-embedded AI, and browser extensions, Real-time prompt and model output evaluation with block, redact, and coach responses, Sensitive data detection and redaction (PII, credentials, source code, regulated data) at point of use, Prompt injection defense against malicious instructions from files, webpages, and RAG sources, Action governance with human-in-the-loop approval workflows for sensitive AI operations

Shares 6 capabilities with Shadow Defend: PII, LLM Security, AI Governance, AI Compliance +2 more

View KonaSense|KonaSense alternatives|Compare KonaSense

NeuralTrust Prevent Shadow AI

Commercial

AI Governance

Detects & governs unauthorized AI tool usage by employees via browser agent.

Key features: Shadow AI detection via lightweight browser agent, Real-time visibility into external AI tool usage across the organization, Data anonymization and sensitive data leak prevention, Custom AI usage policy enforcement by team, user, or role, In-context employee risk guidance and awareness

Shares 5 capabilities with Shadow Defend: Browser Security, LLM Security, AI Governance, Shadow AI +1 more

View NeuralTrust Prevent Shadow AI|NeuralTrust Prevent Shadow AI alternatives|Compare NeuralTrust Prevent Shadow AI

AI Visibility & Governance

Commercial

AI Governance

Mobile-native platform for discovering, monitoring, and governing AI app usage.

Key features: Shadow AI discovery across iOS and Android mobile fleets, AI application risk classification by data handling practices, Agentic AI behavior monitoring including API interactions and permissions, Granular policy enforcement (allow, monitor, block) for AI app usage, Data guardrails to prevent sensitive data exfiltration into AI tools

Shares 4 capabilities with Shadow Defend: AI Governance, AI Compliance, Shadow AI, AI DLP

View AI Visibility & Governance|AI Visibility & Governance alternatives|Compare AI Visibility & Governance

Airia AI Platform

Commercial

AI Governance

Enterprise AI platform unifying orchestration, security, and governance for AI.

Key features: Agent Builder with drag-and-drop, no-code, low-code, and pro-code options, Data security controls including encryption and data masking, Governance dashboard with AI usage visibility and compliance monitoring, Audit trail reporting for full transparency into AI interactions, Dynamic risk classification of AI models, data, and agents

Shares 4 capabilities with Shadow Defend: LLM Security, AI Governance, AI Compliance, Shadow AI

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Trust3 AI Platform

Commercial

AI Governance

Unified data & AI governance platform with PBAC, policy automation & observability.

Key features: Unified Data & AI Asset Catalog with lineage tracing from raw data to LLMs, Purpose-Based Access Control (PBAC) tied to project intent with auto-expiring access, Federated Policy Workbench with natural language policy authoring and enforcement, Automated Trust Agents for real-time governance of data and AI interactions, End-to-End Governance Observability for audit trails and AI decision explainability

Shares 3 capabilities with Shadow Defend: LLM Security, AI Governance, AI Compliance

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Unified AI Control Plane

Commercial

AI Governance

Unified platform for AI governance, security testing, and runtime protection

Key features: Real-time AI risk intelligence with profiles of AI models, services, agents, and datasets, Automated AI service vetting and security assessments, Continuous AI red teaming with attack and misuse scenario simulation, Prompt injection defense and malicious prompt blocking, Real-time PII and PHI data leak prevention and redaction

View Unified AI Control Plane|Unified AI Control Plane alternatives|Compare Unified AI Control Plane

Witness AI for Compliance

Commercial

AI Governance

AI compliance platform with automated controls and audit-ready logging

Key features: AI application and interaction logging, Automated sensitive data detection and masking, PII, payment card, and health data protection, Single-tenant secure environment with data sovereignty, Policy enforcement with sophisticated rulesets

View Witness AI for Compliance|Witness AI for Compliance alternatives|Compare Witness AI for Compliance

AI Risk & Compliance Management

Commercial

AI Governance

AI governance platform for risk assessment, compliance, and policy enforcement

Key features: Agentless AI asset discovery across all AI types, Real-time shadow AI identification, User activity and data flow mapping, Automated risk scoring with Singulr Pulse, Model lineage and security profiling

View AI Risk & Compliance Management|AI Risk & Compliance Management alternatives|Compare AI Risk & Compliance Management

The most popular alternatives to Shadow Defend include KonaSense, NeuralTrust Prevent Shadow AI, AI Visibility & Governance, Airia AI Platform, and Trust3 AI Platform. These AI Governance tools offer similar capabilities and are frequently compared by security professionals evaluating their options.

Best Shadow Defend Alternatives & Competitors in 2026

Shadow Defend Alternatives and Competitors

Top Shadow Defend Alternatives and Competitors at a Glance

All 48 Alternatives & Competitors to Shadow Defend

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