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: policy evaluation, human review queue, immutable audit trail — before the tool call fires.
Why agentic AI changes the governance equation
Agents don't ask for permission
Traditional AI systems wait for a human to review output. Agents act. A sales agent that hallucinates a discount and writes it to your CRM or fires it into a chat doesn't wait for approval — DataVibe intercepts the action before it executes.
Tool calls have real consequences
Sending a message, updating a record, issuing a credit, or booking a meeting are irreversible. Blocking a harmful action before the tool fires is orders of magnitude cheaper than unwinding it after.
Agents generate audit surface
Every agentic action that touches a customer is a compliance event. DataVibe creates the immutable record — which agent, which action, which policy version evaluated it, who reviewed it — before regulators ask.
Human oversight for autonomous decisions
EU AI Act Article 14 requires human oversight for high-risk AI. DataVibe's HITL queue is the oversight mechanism — WARN-severity agent actions pause for human approval before execution.
How it works
↓
DataVibe gate: policy_engine.scan(payload, content_type="agent_action")
↓
BLOCK: action is cancelled — agent receives policy violation reason
REVIEW_REQUIRED: agent is paused — human approves/rejects in the queue
SAFE: action proceeds — audit record written
↓
Immutable audit log: agent_id, tool_name, session_id, policy snapshot, verdict, reviewer
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).
80% of companies have agents taking actions. 21% have governance.
DataVibe is the governance layer for the gap. One API call between your agent and every action it takes.