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Robust Intelligence vs FlowLink

Model-Time Testing vs Runtime Agent Governance

Robust Intelligence(now part of Cisco) tests AI models for vulnerabilities — adversarial attacks, data drift, and integrity flaws — surfacing risks in CI/CD before a model ships. That's model-time assurance. FlowLink is the runtime counterpart: once agents are live, FlowLink governs their behavior at the MCP layer, blocks destructive commands with eBPF kernel monitoring, and gates network egress and credentials. Test the model with Robust Intelligence; govern the agent with FlowLink.

Feature Comparison

FeatureRobust IntelligenceFlowLink
MCP Protocol Native
Runtime Policy Enforcement
eBPF Kernel Monitoring
Credential Vault
Network Bastion
Agent Behavior Governance
Command Approval Workflow
Adversarial-Attack Detection
Model Vulnerability Testing (CI/CD)
Self-hosted / On-Prem
Open-source Core
Audit Trail
Free Tier

Why Teams Choose FlowLink Over Robust Intelligence

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Testing vs. Runtime

Robust Intelligence finds model vulnerabilities in CI/CD. FlowLink stops dangerous agent behavior in production, at runtime — when it actually matters.

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MCP-Native Governance

Robust Intelligence tests models; FlowLink governs agents over MCP — the commands, tool calls, and network egress they perform in real time.

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Self-Hosted, Open Core

Robust Intelligence is a Cisco SaaS. FlowLink runs on your infrastructure with an open-source core — suitable for air-gapped and compliance-heavy environments.