New Cybervise · Blocking analysis on every deployment

Deploy, secure and control everything your teams build

AI agents and scripts: deployed in 5 minutes, secured and supervised from one place. No more shadow AI/IT, without slowing your teams down.

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The shift

Code is now accessible to everyone. Your best productivity lever is already in your teams.

The business knows its needs

Finance, support, sales, HR: each team knows exactly which tool it is missing. Now it can build it.

AI writes the code

Describing the need is enough. A tool takes hours, not months of IT backlog.

Dozens, then hundreds of tools

Multiplied across every team, it’s a productivity lever no roadmap can match.

The bottleneck

The problem is no longer the code. It’s everything that comes after.

Where does it run? Is it secure? What does it cost? Has someone already built it?

That’s shadow AI/IT.

Our approach

Build with the AI of your choice. Supervise takes it from there.

We don’t replace ChatGPT, Claude or Cursor. Your teams build wherever they like; we step in where it gets serious: production, security and oversight.

Build

On your side, with the tool of your choice

Then Supervise takes over →

Deploy

In production in five minutes, straight from your AI agent via MCP, from a Git repository or by drag-and-drop. Scheduled, retried, logged.

app.wesupervise.ai/scripts/new

Deploy a script

From your AI agent (MCP), Git or an archive.

Git repositoryGitHub, GitLab…

ArchiveDrop a folder or a .zip

invoice-export/

main.py

requirements.txt

config.yaml

LanguagePython 3.12 detected

Commandpython main.py

EnvironmentSecure cloud · EU

Deployment0m 00s

Building the environment

Cybervise scan · pending

Going live

Waiting for a script to deploy

LiveDeployed in 2m 28s

invoice-export.acme.wesupervise.ai

Access · SSO

Finance Whole company Public

Secure

Not a security expert? Our agent is. Every deployment is analysed — and blocked if needed — before it goes live.

app.wesupervise.ai/scripts/invoice-reminders/deployment

‹ Scripts · invoice-reminders Deployment #47 · code scan AI-generated code · Léa, Marketing

Pending

config.py

1import os, requests

2from db import connect

4# Invoice reminders — generated by an AI assistant

5OPENAI_KEY = "sk-proj-8f2a…4f2a"OPENAI_KEY = vault.get("openai")

6DB_ROLE = "admin"DB_ROLE = "invoices_readonly"

8def remind(client):

9 invoice = connect(DB_ROLE).last(client)

10 logger.info(client) logger.info(client.id)

11 send_reminder(invoice)

requirements.txtrequests==2.19.0requests==2.32.3

Léa pushed a fix

0lines scanned

0dependencies checked

0blockers

Results—

No issues found yet

Critical

Plaintext API keyconfig.py:5 · move it to the vault

High

Overly broad permissionsadmin role · read-only is enough

Info

Sensitive data in logsemail and IBAN written to logs

Critical

Vulnerable dependencyrequests 2.19.0 · CVE-2018-18074

A scan runs on every deployment.

Deployment #47invoice-reminders · Léa, Marketing

config.py

1 import os, requests

2 from db import connect

5 OPENAI_KEY = "sk-proj-8f2a…" OPENAI_KEY = vault.get("openai")

6 DB_ROLE = "admin" DB_ROLE = "invoices_readonly"

8 def remind(client):

10 logger.info(client) logger.info(client.id)

11 send_reminder(invoice)

reqrequests==2.19.0requests==2.32.3

CriticalPlaintext API key

HighOverly broad permissions

InfoSensitive data in logs

CriticalVulnerable dependency

Redeploy

LLéa pushed a fix

Supervise

Access, models, costs and data, tracked from one place — down to each agent’s ROI.

Costs and ROI 30 d90 d

ROI 1.0× value created / AI cost

Budget

PlannedActual

AI calls 0

Cost per call 0

Hours saved 0

TeamCost

Support

Finance

Ops

Sales

Everything you need to run your agents and scripts, in one place

Call log Live

All OpenAI Anthropic Mistral Google

TimeToolModelCost

14:02:40Enrichmentmistral-small€0.001

14:02:31Invoice remindersgpt-4.1-mini€0.002

14:02:23Invoice exportmistral-large€0.006

14:02:19Weekly digestclaude-sonnet€0.041

14:02:17Ticket triagegpt-4.1€0.018

Spent today

€61.4051% of €120 cap

AI Gateway

Every model through one entry point. Use your own keys at no extra cost, or ours to reach any model — text, voice, image, video — in a single call. Every call is traced.

Learn more

Catalog 48 tools · 9 teams

Search for a tool…

ALREADY EXISTS

Invoice reminders Active

Agent · Finance · by Inès B.

Approved by Cybervise · €12.60/mo

Also in the catalog

Overdue reminders D+30Script · Collections
Invoice export → DriveScript · Finance
Bank reconciliationScript · Accounting

Shared catalog

Nothing to inventory: every deployment joins the catalog. Before building, your teams see what already exists — no more duplicates.

Learn more

Week of September 7 Week · Month

MonTueWedThuFri 03:00

Backup

06:00

Cleanup

09:00

Triage

12:00

+Reminders

Reminders

15:00

Export

Repeat

Once

Daily

Weekly

1,248runs

98.4%success

€412cost

Scheduler

Recurrence, time window, trigger or dependency. Every run leaves a trace: duration, volume, cost, logs.

Learn more

Finance workspace

Member

Role

CMCamille M.

Admin

IBInès B.

Editor

TCThéo C.

Viewer

Workspace permissions

Can deploy to production

Can call GPT-4.1

Can open public access

Monthly AI budget€500

Teams and access

Roles, permissions and budgets, managed workspace by workspace. Who can deploy, which models each team may call, up to what amount.

Learn more

The business keeps its speed. The company keeps control.

Compliance

Compliance and governance, from the first deployment

Every agent and every script inherits the same framework: data under European law, end-to-end traceability, rules applied everywhere. Nothing to redo project by project.

Security and compliance →

GDPR

Every processing traced, sensitive data kept out of logs.

AI Act

Inventory, logs and owners: the documentation starts from the platform.

Hosted in France and Europe

Infrastructure and storage under European jurisdiction.

On the roadmap SecNumCloudISO 27001

Why Supervise

What changes with Supervise

Total freedom

No more imposed models: use your own, the most powerful ones, with agents that run unrestricted.

In production in 5 minutes

No more weeks of waiting. For business teams and developers alike.

Security for everyone

No more flaws nobody sees: Cybervise reviews every tool. No expertise needed.

Everything that runs, visible

No more tools running in the shadows: it’s all on one page.

One AI Gateway

No more AI subscription per team: all your models, keys kept safe, a budget per team.

Costs and ROI measured

No more bills nobody can attribute: costs and ROI, tool by tool.

A shared catalogue

No more duplicates: a tool built once serves the whole company.

Easy for business teams. Complete for developers.

Live in 5 minutesOutlives its authorBuilt-in SSOGDPR and AI ActAutomatic failoverScheduled, loggedZero duplicatesZero shadow AI/ITYour keys or oursLive in 5 minutesOutlives its authorBuilt-in SSOGDPR and AI ActAutomatic failoverScheduled, loggedZero duplicatesZero shadow AI/ITYour keys or ours

Analysed on every deploymentHosted in France and EuropeShared catalogCapped budgetsEvery call loggedSecrets in the vaultThe models you chooseAlerts and automatic retriesAnalysed on every deploymentHosted in France and EuropeShared catalogCapped budgetsEvery call loggedSecrets in the vaultThe models you chooseAlerts and automatic retries

Shadow AI is already in your company. Bring it into the light.

A 30-minute demo to see how Supervise brings every AI tool back under control, without slowing your teams down.

Book a demo