Aiceberg Guardian Agent vs Oblivious AGENT: Side-by-Side Comparison (2026)

Aiceberg Guardian Agent: Provides real-time monitoring and oversight for agentic AI systems. built by Aiceberg. Core capabilities include Real-time monitoring of agentic AI workflows, Tracking of LLM calls, tool executions, and memory access, Input-to-output linking across agent workflows..

Oblivious AGENT: Privacy-preserving AI agent platform for running LLMs on sensitive data. built by Oblivious. Core capabilities include Confidential computing / trusted execution environment for AI agents, Privacy-preserving processing of sensitive data with LLMs, Encrypted data processing — raw data not exposed during computation..

Both serve the Agentic AI Security market but differ in approach, feature depth, and target audience.

Aiceberg Guardian Agent differentiates with Real-time monitoring of agentic AI workflows, Tracking of LLM calls, tool executions, and memory access, Input-to-output linking across agent workflows. Oblivious AGENT differentiates with Confidential computing / trusted execution environment for AI agents, Privacy-preserving processing of sensitive data with LLMs, Encrypted data processing — raw data not exposed during computation.

Aiceberg Guardian Agent is developed by Aiceberg. Oblivious AGENT is developed by Oblivious. Vendor maturity, funding stage, and team size can be important factors when evaluating long-term viability and support quality.

Aiceberg Guardian Agent and Oblivious AGENT serve similar Agentic AI Security use cases: both are Agentic AI Security tools. Review the feature comparison above to determine which fits your requirements.