Witness AI for Developers vs Zscaler SPLX Platform: Side-by-Side Comparison (2026)

Witness AI for Developers: Security platform for AI coding assistants and development agents. built by WitnessAI. Core capabilities include AI developer tool and coding agent discovery and cataloging, Proprietary code leak prevention, Prompt injection and jailbreak detection..

Zscaler SPLX Platform: End-to-end platform for securing AI systems from build to runtime. built by SPLX. Core capabilities include AI asset discovery and management with AI-BOM creation, Automated AI red teaming with comprehensive attack database, Real-time input and output monitoring with guardrails..

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