NeuralTrust vs. Reco: AI-SPM Comparison 2026
Blog post from NeuralTrust
NeuralTrust's TrustLens and Reco offer distinct approaches to AI security posture management, with each platform tailoring its strategy to how it observes and manages agent behavior within enterprises. TrustLens, part of NeuralTrust, integrates directly into the interaction path, capturing live data flows through its AI gateway, TrustGate, allowing it to build posture from real-time agent behavior rather than just permissions. This integration provides detailed insight into every tool call, enabling proactive prevention measures. In contrast, Reco is an agentless SaaS platform that connects through APIs to map agents' permissions and configurations, deriving behavioral insights from the information provided by SaaS platforms rather than from direct interaction. While both are enterprise-ready, NeuralTrust's method focuses on observed behavior and direct path integration, whereas Reco emphasizes broad discovery and governance from external sources, highlighting each platform's unique strengths in addressing AI security challenges.
| Trend | Post Mentions | Total Month Mentions | Posts | Companies | MoM |
|---|---|---|---|---|---|
| LLM | 7 | 7,787 | 1,393 | 257 | +13% |
| MCP | 6 | 11,953 | 962 | 221 | +8% |
| Observability | 5 | 4,225 | 844 | 205 | -6% |
| Platform Engineering | 5 | 1,441 | 358 | 79 | -16% |
| AI Guardrails | 3 | 529 | 215 | 63 | +1% |
| AI Agents | 2 | 7,272 | 1,523 | 272 | -3% |
| Harness engineering | 1 | 269 | 163 | 68 | -14% |
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