FYEO Agentic AI Security Audits vs Oblivious AGENT: Side-by-Side Comparison (2026)

Short answer

Enterprise security teams deploying LangChain, AutoGen, or CrewAI agents need FYEO Agentic AI Security Audits because it's the only service that combines manual code review with simulated red team testing specifically built for agentic systems, catching prompt injection and unsafe tool use patterns that generic AI security scanners miss. The on-premises deployment and threat modeling framework cover NIST ID.RA and ID.AM, meaning you get asset context and risk quantification rather than just vulnerability lists. Skip this if your agents are still in POC phase or if you need continuous automated scanning; FYEO is a point-in-time audit service, not a monitoring platform. Enterprise and mid-market teams processing sensitive data through AI agents should pick Oblivious AGENT because it actually prevents raw data exposure during LLM computation, not just encrypts it at rest. The platform uses confidential computing to guarantee cryptographic isolation of data throughout the AI pipeline, which matters when your compliance officer won't sign off on feeding regulated datasets to cloud LLMs otherwise. Not the right fit if you need a general-purpose LLM platform or multi-cloud flexibility; Oblivious is purpose-built for organizations where data confidentiality during processing is non-negotiable, not a nice-to-have.

Based on our analysis of core features, integrations, company size fit, deployment model, here is our conclusion: