For Enterprise (Security & Procurement)

AI velocity your auditors will sign off on

Shadow AI in the SDLC is a compliance and IP problem waiting to surface. Skaftor gives you governed, auditable AI-native delivery — RBAC, SSO/SAML, approval gates, and an immutable trail.

The problem

Engineers are already using AI agents, with or without policy. That's ungoverned code provenance, potential context leakage, and changes no one can audit — a growing risk your security and compliance teams can't see or control.

01

Governed by design

Every change moves through approval gates and automated checks, producing an immutable audit trail of who approved what and why. Governance replaces prohibition — you don't have to ban agents to control them.

  • Approval gates and audit trails on every change
  • RBAC and SSO/SAML for access control
  • Provable spec enforcement — requirements you can show are in force
02

Provenance and traceability

The Intent-to-Production Thread means every change traces to an approved intent and back. For audits, IP questions, and incident reviews, you can reconstruct the reasoning behind any commit.

  • Trace any production change to the intent behind it
  • A defensible answer to shadow AI in the SDLC
  • Retained organizational memory, not tribal knowledge
03

Deploys to your requirements

Enterprise deployment options, self-hosting, and BYOK let you meet data-residency and control requirements without giving up AI-native velocity.

Proof
  • Battle-tested on a statutory billing engine — a regulated, audit-heavy system of record.
  • RBAC, SSO/SAML, approval gates, immutable audit trails, and self-host / BYOK options.

How Skaftor delivers this

Frequently asked questions

How does Skaftor address shadow AI in the SDLC?

By giving agent usage a governed home rather than banning it: work is dispatched from structured specs, gated, and recorded in an audit trail, with RBAC and SSO/SAML controlling access. Ungoverned, invisible agent use becomes orchestrated, auditable delivery.

Can Skaftor be self-hosted?

Yes. Enterprise deployment supports self-hosting and BYOK so you can meet data-residency and control requirements while keeping AI-native delivery velocity. Talk to us for specifics.

Related

Last updated July 28, 2026 · https://skaftor.com/solutions/enterprise