Can enterprises use vibe coding safely?

Yes, if the platform runs where your data rules require, uses identity you control and produces code that goes through your normal review.

Can Vantix integrate with our SSO and Git?

Yes — that is what our [workflow integration](/services/workflow-integration) service does, on [On-Premise](/services/on-premise) or a [Sovereign Cloud](/services/sovereign-cloud) instance.

Do you train models on our prompts?

No. With On-Premise or your own model contracts, prompts never reach a provider you have not approved.

Enterprise vibe coding: governance, security and rollout

Data residency

Know where code, prompts, projects and logs live — and keep them in the jurisdiction your contracts require.

Named region for every data class
Model provider data terms reviewed
Option to run fully on-premise

Identity and access

People sign in with company identity, and leaving the company removes access everywhere.

SSO through your identity provider
Roles per workspace
Automatic deprovisioning

Code ownership and review

Everything generated is code in your repositories, reviewed like any other change.

Export to your Git
Review rules for auth, payments, data
Dependency scanning in CI

Model governance

You decide which models may be used, for which data, under which contract.

Approved model list
Bring-your-own model or keys
No training on your prompts

Auditability

You can show who built what, with which prompts, and what was deployed.

Prompt and change history
Deployment log
Exportable audit trail

Change management

Adoption is a people project: training, champions and clear rules beat a memo.

Training for builders and reviewers
A champion per department
Written do and do-not list

From pilot to everyday

1. Pilot4–6 weeks, one or two teams, a real but low-risk use case, success criteria agreed up front.

2. GuardrailsSSO, model policy, review rules and data classification set before widening access.

3. ScaleMore teams, internal templates and components, a community of practice.

4. RunRegular reviews of usage, cost, incidents and model choices.

Vibe coding in a company
that answers to auditors.

Data residency

Identity and access

Code ownership and review

Model governance

Auditability

Change management

From pilot to everyday

Start with a pilot

Vibe coding in a companythat answers to auditors.

Data residency

Identity and access

Code ownership and review

Model governance

Auditability

Change management

From pilot to everyday

Start with a pilot

Vibe coding in a company
that answers to auditors.