DebugInit
Govern AI actions with the same discipline as business actions.
Policies, permissions, evaluation, human approval, model routing, cost controls and complete action traceability.
Public claims must match implemented controls and verified operational evidence.
Overview
This page is for the person who has to approve an AI feature going near real business data, and who needs to describe what it will touch before they can sign anything.
Governance here is enforced by the platform rather than promised per project: an agent's context, tools and permitted actions are declared, its output is traceable to the input and policy that produced it, and anything consequential stops for a named human.
Capabilities
Use-case risk classification
Permission-aware context and tools
Human approval thresholds
Prompt, model and policy versioning
Evaluation and red-team testing
Source grounding and confidence handling
Cost, latency and quality monitoring
Rollback, disable and incident procedures
Evidence and documentation
Each item below is published here when it exists, with its scope, its date and who produced it. Nothing on this list is claimed today.
- pendingArchitecture and data-flow notes
- pendingPolicies, with their scope and review dates
- pendingThird-party test and audit summaries
- pendingSubprocessor list, with location and purpose
- pendingCompleted security questionnaires
- pendingService status and incident history
Shared responsibility
Where the boundary sits. Agreed before an engagement rather than discovered during one.
| Area | DebugInit | You |
|---|---|---|
| Policy | We supply the enforcement, versioning and traceability | You set what is permitted for your data and use case |
| Approval thresholds | We implement the stopping points | You decide which actions require a human, and who |
| Evaluation | We run and report the measures | You define what an acceptable result looks like |
| Providers | We supply the gateway and the ability to switch | You decide which providers are permitted |
Scroll the table sideways to see every column.
Procurement information
Deployment options, support terms, ownership and exit rights, data location, subcontractors and contract documents are provided during evaluation, scoped to the engagement you are considering.
Where your review requires evidence we cannot yet provide, we will say so in writing rather than answer around it. That is a more useful basis for a decision than a confident questionnaire.
Bring your review to us
Send the architecture question, the security questionnaire or the procurement constraint you have to satisfy, and we will answer against what is actually implemented.