Best Zendata AI Governance & Data Privacy Alternatives & Competitors in 2026
Top picks: Cranium AI Governance Platform, Protopia AI Stained Glass Engine, Pebblo — plus 16 more compared.
AI SecurityTop picks: Cranium AI Governance Platform, Protopia AI Stained Glass Engine, Pebblo — plus 16 more compared.
AI SecurityZendata AI Governance & Data Privacy is a commercial MLSecOps tool developed by Zendata. Security professionals most commonly compare it with Cranium AI Governance Platform, Protopia AI Stained Glass Engine, Pebblo, Cranium AI Card, and Portal26. All 19 alternatives are matched by shared capabilities, tags, and NIST CSF 2.0 coverage.
A closer look at the 8 most relevant alternatives and competitors to Zendata AI Governance & Data Privacy, including their key features and shared capabilities.
AI governance platform for discovering, testing, and ensuring compliance of AI systems.
Creates privacy-preserving transforms to protect sensitive data in AI/ML training.
AI security platform enforcing access control & governance for AI apps/agents.
Generates portable AI system compliance & security records w/ BOM & scoring.
Enterprise platform for GenAI governance, security, risk mgmt & compliance.
ML testing platform for validating models pre/post-deployment via CI/CD.
Platform for building, deploying, managing & monitoring AI/ML workflows & models
AI governance, risk mgmt, and compliance platform for enterprise AI systems
AI governance platform for discovering, testing, and ensuring compliance of AI systems.
Creates privacy-preserving transforms to protect sensitive data in AI/ML training.
ML testing platform for validating models pre/post-deployment via CI/CD.
AI governance, risk mgmt, and compliance platform for enterprise AI systems
Middleware guardrail securing LLM inputs/outputs for enterprise GenAI compliance.
ML platform for anomaly detection, outlier detection, classification & regression
AI agent governance platform securing MCP traffic, prompts, and data access.
AI-powered security architect agent for dev teams via chat interfaces
Automated policy-based governance for AI model monitoring and alerting
Centralized audit trail logging for AI model usage to support compliance.
Common questions security professionals ask when evaluating alternatives and competitors to Zendata AI Governance & Data Privacy.
The most popular alternatives to Zendata AI Governance & Data Privacy include Cranium AI Governance Platform, Protopia AI Stained Glass Engine, Pebblo, Cranium AI Card, and Portal26. These MLSecOps tools offer similar capabilities and are frequently compared by security professionals evaluating their options.
There are 19 alternatives to Zendata AI Governance & Data Privacy listed on CybersecTools, all within the MLSecOps category. Each alternative is matched based on shared capabilities, tags, and NIST CSF coverage areas.
Zendata AI Governance & Data Privacy is a commercial MLSecOps tool. It requires a paid license or subscription. Both free and commercial alternatives are available for comparison.
Zendata AI Governance & Data Privacy is a MLSecOps tool within the broader AI Security category. It is used by security professionals for mlsecops capabilities and can be compared against 19 similar tools.
