Alternatives directory
Vendors in the directory with the most taxonomy overlap with Zenity — shared frameworks, capabilities, industries, and integrations.
Last checked October 30, 2026How this shortlist is built
Ranking is deterministic: same product category (heaviest signal), then shared framework coverage, capabilities, industries, and integrations documented on each vendor's profile. No editorial narrative has been written for this page yet.
If you want a long-form comparison with pros, cons, and verdicts, see our curated alternatives pages or run the matchmaker.
| Alternative | Shared frameworks | Shared capabilities | Pricing | |
|---|---|---|---|---|
| Harmonic Security | SOC 2 (Service Organization Control 2) | Shadow AI Detection, AI Discovery, Data Leakage Prevention +3 | tiered | Compare |
| Knostic | SOC 2 (Service Organization Control 2) | Shadow AI Detection, AI Discovery, Policy Enforcement +5 | tiered | Compare |
| Noma Security | — | AI Discovery, Shadow AI Detection, Policy Enforcement +5 | contact only | Compare |
| WitnessAI | — | Shadow AI Detection, AI Discovery, Policy Enforcement +4 | tiered | Compare |
| Prompt Security | — | Shadow AI Detection, AI Discovery, Data Leakage Prevention +4 | contact only | Compare |
| Cisco AI Defense | — | AI Discovery, Shadow AI Detection, Prompt Injection Defense +2 | contact only | Compare |
Finds shadow AI and keeps sensitive data out of AI tools used by employees and agents, across browser, endpoint and MCP
Common ground: both serve SaaS & Technology, Healthcare.
Security for AI coding agents and assistants: inline policy enforcement, MCP and extension scanning, and shadow AI discovery on the endpoint
AI agent security platform covering discovery and posture (AI-SPM), agent access control, runtime detection and response, and red teaming
Common ground: both serve Financial Services, SaaS & Technology.
Network-level visibility, policy control and runtime protection for employee AI use and AI agents, with list prices on AWS Marketplace
Common ground: both serve Financial Services, Energy & Utilities, Manufacturing.
SentinelOne's AI security product for employee AI use, homegrown AI apps, coding assistants and agents; acquired by SentinelOne in September 2025
Cisco's AI security product, built on Robust Intelligence: AI discovery, supply chain scanning, red teaming and runtime guardrails for apps and agents
See something missing?
These shortlists update automatically as we catalogue more vendors and expand coverage.