Solutions · Agentic AI governance

Governance for AI that acts,
not just AI that writes.

Your agents send messages, update records, issue credits, and book meetings without waiting for a human to review each output. DataVibe puts a governance checkpoint before every action. Not a code-level validator. A gateway with policy evaluation, a human review queue, and an immutable audit trail before the tool call fires.

Why agentic AI changes the governance equation

How it works

LangChain integration (wrapTool)

Wrap any LangChain tool with a governance check. The tool executes normally. DataVibe intercepts the output before it reaches the caller.

import { DataVibeClient } from "@datavibe.cc/sdk";
import { wrapTool } from "@datavibe.cc/sdk/integrations";

const dv = new DataVibeClient({ apiKey: process.env.DATAVIBE_API_KEY });

// Wrap any agent tool, governance fires before the action reaches the customer
const guardedSendMessage = wrapTool(dv, sendMessageTool, {
  contentType: "agent_action",   // ← tells DataVibe this is an agentic action
  sourceModel: "claude-sonnet-4-6",
  onBlocked: (verdict) =>
    `Action blocked: ${verdict.violations[0]?.rule}`,
  onReviewRequired: (verdict) =>
    `Escalated to human review, track at ${verdict.review_url}`,
});

// Agent uses the guarded tool, governance is transparent to the agent
const result = await agent.invoke({ tools: [guardedSendMessage] });

Direct SDK (any agent framework)

Works with CrewAI, AutoGen, OpenAI Assistants, or any custom agent loop. One dv.check() call before the tool fires.

import { createGate } from "@datavibe.cc/sdk";

const gate = createGate(process.env.DATAVIBE_API_KEY!);

// Before any agent takes an action, check it
const verdict = await gate.check({
  content: agentGeneratedMessage,
  contentType: "agent_action",
  context: {
    agent_id: "customer-service-agent-v2",
    session_id: sessionId,
    tool_name: "send_whatsapp_message",
  },
});

if (verdict.verdict === "blocked") {
  // Hard stop, do not execute the tool call
  agent.rejectAction(verdict.violations[0]?.rule);
} else if (verdict.verdict === "review_required") {
  // Pause the agent, a human must approve before it continues
  agent.pauseForReview(verdict.review_url);
} else {
  // "safe", proceed
  await sendWhatsappMessage(agentGeneratedMessage);
}

What DataVibe catches in agentic outputs

• Hallucinated pricing, discount, or guarantee claims before they reach a customer.
• PHI / PII disclosure (SSN, credit card, medical identifiers), redacted before storage.
• Prompt-injection attempts embedded in tool inputs trying to hijack the agent.
• Unauthorized financial advice (FINRA/SEC), medical advice (HIPAA), or employment language (EEOC).
• Competitor disparagement or unsanctioned comparative claims.
• Outputs that exceed workspace policy ceilings (deal values, credit amounts, authorization ranges).