NeuralTrust vs. Zenity: AI-SPM Comparison 2026
Blog post from NeuralTrust
NeuralTrust's TrustLens and Zenity offer distinct approaches to AI security posture management (AI-SPM), focusing on the difference between observed behavior and declared configuration. TrustLens, part of NeuralTrust's platform, is directly integrated into the interaction path, allowing it to observe and record the actual actions of AI agents as they occur, which includes every tool call and interaction. This integration enables TrustLens to provide a real-time account of agent activities, enhancing its capability to identify and mitigate risks within the enterprise. In contrast, Zenity operates as an agentless platform that connects to SaaS platforms through their APIs, relying on the telemetry and configuration data those platforms provide. This means Zenity's posture management is based on declared settings rather than direct observation of agent behaviors. Both platforms are enterprise-ready, but the decision between them hinges on whether an organization prioritizes firsthand observation of agent actions via a gateway, as offered by TrustLens, or a configuration-centric approach through SaaS connectors, as provided by Zenity.
| Trend | Post Mentions | Total Month Mentions | Posts | Companies | MoM |
|---|---|---|---|---|---|
| AI Coding Assistant | 5 | 1,611 | 453 | 151 | -28% |
| LLM | 4 | 7,115 | 1,261 | 236 | +13% |
| Observability | 4 | 3,826 | 727 | 190 | -10% |
| AI Agents | 3 | 5,949 | 1,325 | 249 | -4% |
| AI Guardrails | 3 | 514 | 204 | 57 | -2% |
| MCP | 3 | 7,781 | 805 | 204 | +0% |
| Harness engineering | 2 | 222 | 129 | 60 | -13% |
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