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Insights on Data Security & Threat Intelligence

How Vaikora Sits Between Your AI Agent and the LLM: Policy Enforcement at the Call Layer

Runtime control for AI agents fails at a specific point: the gap between when an agent decides to act and when that action executes. Vaikora closes that...

MIT-Licensed MCP Proxy: How the Policy Check Works Before Your AI Agent’s Tool Call Executes

An AI agent can call dozens of tools in a single session. Without a gate on each call, the only enforcement you have is whatever the tool itself does, and...

TacitRed: Mapping External Identity Risk Before an Attacker Reaches Your Environment

Your organization's external attack surface changes every day, and most of that change happens without any alert firing. Credentials leak, secrets get...

Cyren Email Security: How GlobalView Telemetry Catches Phishing Before Campaigns Go Live

Phishing infrastructure gets built before it gets used. Domains are registered, hosting is provisioned, and redirect chains are assembled days or weeks...

Deterministic Policy Enforcement for AI Agents: How Vaikora Decides Allow, Block, Modify, or Approve

When an AI agent calls a tool at runtime, four things can happen: the call is allowed, blocked, modified before execution, or held for human approval....

Vaikora AI Runtime Control: What Enforcement Before Execution Actually Means in Practice

Every AI agent action that executes without a policy check is a decision your security team did not make. Vaikora sits inline between the agent and...

Vaikora Guard MCP: Why We Put the Policy Check in the Open-Source Layer

Getting policy enforcement into an AI agent pipeline has a placement problem. Most teams add checks in the application layer, which means the check runs...

Vaikora Guard MCP Is Now Open Source: Here Is What It Does to Every Tool Call Before It Runs

Before an AI agent calls a tool, something has to decide whether that call is allowed. Without a gate at that point, every downstream control is working...

What Happens When an MCP Server Checks Policy Before Letting a Tool Call Through

Policy checks that run after an AI agent has already called a tool are not enforcement. They are incident reports waiting to be written. The practical...