DUBSAR guides
Understand enterprise AI governance without unnecessary jargon.
Your organisation may retain approved, connectable tools and models. DUBSAR first helps reveal identifiable use, then protects selected flows with clear policy, human review where necessary and evidence that can be examined.
The DUBSAR journey
See, protect, decide and keep the evidence.
- 01Flash AuditA first view from sources the organisation authorises.
- 02GatewayA selected AI flow reaches DUBSAR before its provider.
- 03Policy & reviewThe rule acts; a person handles defined sensitive cases.
- 04CockpitAlerts, decisions, evidence and limits remain readable.
Starting point
See AI use before claiming to protect it.
DUBSAR does not replace n8n, Make, business systems or model providers. It gives selected AI flows a common layer for policy, human authority and decision evidence.
The Flash Audit makes part of the estate visible. Enforcement only begins when a chosen flow actually passes through the Gateway. The guides below explain both the value and the boundary.
Reading path
Four guides to understand the product first.
- 01 Before you protect AI use, you need to know what is actually there Identify visible AI use and the evidence that is still missing.
- 02 Permission to use an AI model is not permission to act Decide what data may leave, through which route and under which policy.
- 03 When the decision is sensitive, a responsible person takes over Reserve sensitive cases for a responsible person.
- 04 Find out why an AI-related decision was made Recover the policy, context, decision and declared limits.
Your situation
Guidance for your industry, responsibility and technical environment.
Industry
8 guides →
- Law firmsAI governance for law firms, grounded in real workflows
- HealthcareAI governance for healthcare organisations, grounded in real workflows
- Financial servicesAI governance for financial services, grounded in real workflows
Role
6 guides →
- CIO / IT DirectorWhich AI services are used, through which routes and under whose ownership?
- CISOCan the organisation prevent unknown AI egress and investigate a policy failure?
- DPOWhat personal data leaves, for which purpose, through which provider and on what basis?
Alternative
4 guides →
- PortkeyPortkey and DUBSAR overlap, but they start from different needs
- LiteLLMLiteLLM is a strong model proxy; DUBSAR is building a governance journey
- LangSmithObserving an AI application is not the same as authorising its actions
Regulation
4 guides →
- EU AI ActEU AI Act preparation starts with the system, purpose and organisational role
- GDPR and LLMsBefore personal data reaches an LLM, the organisation needs a reason and a route
- NIS2AI routes belong in the wider security and supply-chain picture
Current product status
The portal is still private — and we say so.
DUBSAR is being tested in a private perimeter. The Flash Audit, Gateway, policies, human reviews and Cockpit are being introduced and proven in stages; this site does not claim universal protection.
No fictional access: public availability will be announced when the journey is genuinely ready.