Let your teams vibe code. You decide what runs.

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Sprav is vibe coding governance. Discover the code your business users and their agents create outside every pipeline, apply your policies, and enforce before it executes.

Sprav security dashboard showing data from June 22 to July 7, 2026, with tabs for Adoption and Security selected on Security. It displays monitored endpoints as 312 with 47% compliance and alerts categorized as 13% critical, 23% high, 27% medium, and 35% low. Python scripts total 1276 with 67% compliant and alerts broken down as 11% critical, 21% high, 28% medium, and 35% low. The bottom section lists endpoints with most alerts, highlighting grace.richardson with 550 alerts and joshua.cooper with 420 alerts. The interface is managed by user Olivia Young, Administrator.

Who is writing this code?
You already know their names.

Two green chat bubbles on a black background; the upper bubble has a single tail and three horizontal lines representing text, the lower bubble is rectangular with layered shadows beneath and a small green circular badge with a white sparkle icon above it.
01

The analyst who doesn’t code, asking Copilot to act on local files.

Abstract green data visualization with two large glowing circular elements connected by dotted lines to a central rectangular graph showing four vertical bars increasing in height from left to right with a white line chart overlay.
02

The sales analyst generating interactive dashboards from the CRM and outbound tools.

Illustration of a green 3D cube connected by dotted lines to a semi-transparent globe with four green spheres on it, symbolizing network or global connection.
03

The supply chain analyst scheduling queries against the ERP.

It’s already running.

An analyst prompts an AI and a script runs on their machine. Tens of thousands of scripts outside any pipeline, now written by agents too.

Not malicious ≠
authorized.

EDR reads behavior, not intent. DLP sees the data move, not the code that moved it. Prompt tools govern the conversation, not the code it produces. They can tell you it isn’t malicious. Nothing can tell you who authorized it.

The last exit is the local machine.

Close every cloud gate and users run the code locally. That layer was ungoverned. Until now.

GOVERNANCE VERSUS SECURITY

Not malicious.
Just ungoverned.

An analyst asks Copilot to tidy a shared folder. The script moves 300 files in 60 seconds.
Nothing malicious, so every EDR stays silent.
Your policy has an answer. Nothing in your stack asks the question.

Most tools ask whether code is dangerous. Sprav asks whether it belongs here.

Written by a person, a model, or an agent. Origin doesn’t matter. Execution does.

XDR

Threats

DLP

Data egress

SPRAV

Code authorization

One stack, no gaps.

WHY NOT A GATEWAY

A gateway governs what passes through it.

The market’s default belief is that an AI gateway solves this. A gateway sees the traffic routed through it: a partial surface. The code your people generate runs locally, on the endpoint, outside any gateway path. Coverage demands analysis where execution happens: the endpoint.

See how much of it never crossed your gateway →
HOW IT WORKS

Discover and Enforce Policies directly on endpoints.

01 · Discover

One lightweight agent finds every script on endpoints and in browsers, and collects the code itself. Every script gets an owner.

02 · POLICY

Network activity, libraries, dangerous operations, behavioral thresholds. Like a script moving 300 files in 60 seconds.

03 · ENFORCE

Block, allow, or route for approval before execution. Silent, or visible to the user. Your call, per department.

Dashboard screen showing alert monitoring for a tech system with filters for last 7 days and date range 11/05/2025 to 11/12/2025. Summary boxes display total alerts by severity: Critical 381, High 429, Medium 1775, Low 1873, and overall status showing 386 alerts with bars for 12 open, 300 resolved, 62 ignored. Below, a table lists categories: Sensitive data exposure, Unusual Python activity, Suspicious traffic, Library vulnerability, and Code vulnerability, with descriptions, total alerts count, alert severity breakdown (Critical, High, Medium, Low), and date/time timestamps of 09/23/2025 at 1:53:23 PM.
Green Python programming language logo with two interlocking snake shapes and circular eyes on a white background.

Python

Control automations and scripts.

Icon of a document with a folded corner and the letters JS, representing a JavaScript file.

JavaScript

Control vibe coded apps.

Simplified green icon of a computer chip or microprocessor with eight pins.

Endpoint monitoring

with less than 1% CPU consumption.

Two weeks of observation. Then the policy conversation.

REAL CASE
GLOBAL MANUFACTURING
ANONYMOUS
“The estimate was a handful of scripts. Sprav found hundreds, and showed what every one was doing.”

Among them, one user’s automation was moving files to the web at a volume nobody had approved. Not an attack. Automation.

Nothing in the stack had flagged it. Sprav correlated the file handling with the HTTP operations of the same script.

PHILOSOPHY

Say yes to AI without saying yes to everything.

Ban Python on Friday and Monday’s reports break. The golden path wins: define the good way, make it easy, enforce the edges.

Backed by an Established Governance Solution Provider

Sprav is a subsidiary of BotCity, a leading governance solutions provider trusted by enterprises across many industries:

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Your AI rollout needs a policy. This is how you enforce it.

Stealth deploy through your MDM in days. Two weeks of discovery on real endpoints. Then your policy applied where the code actually runs, blocked, allowed, or routed for approval.

WHAT HAPPENS ON THE CALL

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