Prompt Security GenAI Solutions vs Witness AI Product: Side-by-Side Comparison (2026)

Prompt Security GenAI Solutions: GenAI security platform for shadow AI discovery, prompt injection defense & DLP. built by prompt security. Core capabilities include Shadow AI discovery and monitoring, Real-time prompt injection detection and blocking, Automatic data anonymization and redaction..

Witness AI Product: Enterprise AI security platform for visibility, governance, and protection. built by WitnessAI. Core capabilities include Network-level visibility of AI usage across employees and agents, AI application and model discovery and cataloging, Real-time intent-based classification and risk analysis..

Both serve the AI SPM market but differ in approach, feature depth, and target audience.

Prompt Security GenAI Solutions differentiates with Shadow AI discovery and monitoring, Real-time prompt injection detection and blocking, Automatic data anonymization and redaction. Witness AI Product differentiates with Network-level visibility of AI usage across employees and agents, AI application and model discovery and cataloging, Real-time intent-based classification and risk analysis.

Prompt Security GenAI Solutions is developed by prompt security. Witness AI Product is developed by WitnessAI. Vendor maturity, funding stage, and team size can be important factors when evaluating long-term viability and support quality.

Prompt Security GenAI Solutions and Witness AI Product serve similar AI SPM use cases: both are AI SPM tools. Review the feature comparison above to determine which fits your requirements.