Introducing DataVibe: the AI execution security gateway

We're repositioning DataVibe as the runtime safety layer between AI and the customer. Here is what the platform does, why we built it this way, and why the pivot from our original direction was necessary.

The problem we kept seeing

When we talked to engineering teams building AI-powered products in 2024, we heard the same pattern: "We added an AI SDR / support bot / proposal generator. It mostly works great. But occasionally it says something it shouldn't — and by the time we find out, it's already in a customer's inbox."

What DataVibe is

DataVibe is an AI execution security gateway. It sits between your AI system's output and the external party receiving it. Every AI-generated payload passes through the gate before dispatch. The gate evaluates the payload against a deterministic policy engine. The verdict: PASS (dispatch), WARN (route to human review), or BLOCK (reject). Every decision is written to a tamper-evident audit chain.

What DataVibe is not

• Not an LLM wrapper: DataVibe doesn't touch your LLM API call. Your API key stays in your infrastructure.
• Not an observability tool: Observability shows you what happened. DataVibe prevents what happens. Retrospective vs preventive.
• Not a prompt guard: Prompt guards check inputs. DataVibe checks outputs — where hallucination happens.

// Integration in 3 lines
const result = await datavibe.intercept({
  recipient: customer.email,
  body_html: aiGeneratedEmail,
  source_model: "claude-sonnet-4-6",
});
// result.status: "SENT" | "QUEUED" | "BLOCKED"
// result.review_url — link to approval queue if QUEUED