Connecting AI to tools creates execution capability. It does not explain who authorized a change, which responsibility the actor carries or who must accept the consequence. The same ambiguity occurs when a directory group becomes a substitute for a business role. Velocize addresses this with a governed role registry: stable responsibility contracts, explicit bindings and stage-specific authority. This guide follows the questions a product owner, architect, engineer, security lead and release manager need to answer when people and AI share delivery work.
1. What is the role, and what is the actor?
A role is a contract about purpose, context, inputs, outputs, authority, responsibility, constraints and escalation. An actor is the person or AI identity bound to perform permitted work under that contract. A team, directory group or temporary workflow state can supply context, but does not replace the contract.
For an architecture owner, the contract explains which design decisions are in scope and when a question must move to a different authority. For an implementation role, it describes the prepared input, permissible changes and evidence expected for review. Velocize keeps these meanings stable as people and models change.
2. Why do identity groups and job titles leave gaps?
Authentication establishes an identity. Group and claim information can help resolve its assignments. A job title still cannot determine whether that person may accept a supplier deliverable, approve a security exception or change an architecture baseline in a particular project. Those are scoped responsibilities.
Velocize combines direct and administrative assignments with workflow, profile and external identity signals. The effective role set remains inspectable. Multiple roles are allowed when policy permits, while required review and approval separation remains in force. Ask about the actual binding and scope before assuming a title grants authority.
3. Who contributes at each discipline boundary?
Product and discovery roles clarify the intended outcome. Architecture and design roles preserve the solution constraints. Engineering and data roles implement the work. Security, privacy, legal and commercial roles examine their obligations. Validation records what was checked; release and operations roles carry the accepted result into service.
These are responsibility classes, not a fixed staffing chart. A small team may combine permitted roles while a larger program separates them. In both cases, Velocize links each role to expected inputs, outputs and escalation. An AI summary can help every participant navigate the detail without becoming the authority that accepts it.
4. How does a role assignment change over time?
Record the governed entry path: direct assignment, delegation, workflow binding or profile resolution. Record exit through revocation, expiry, handoff or a scope/profile change. Keep the actor, scope and reason attributable in history. A plan that names an engineer is planning information until an authorized role assignment exists.
For a supplier change, the external collaborator may submit evidence inside its assigned scope. The internal validation role reviews it, and an authorized human approval role records the disposition. Removing an assignment stops future authority within that binding; it does not retroactively erase the history of actions already taken.
5. How are AI assistance and delegation different?
Advisory work produces recommendations. Assisted execution prepares work under continuing human direction. Delegated execution may complete a bounded unit without a human directing every step, but only through an explicit, recorded, attributable, time-bounded and revocable delegation. This changes participation, not accountable ownership.
In Velocize, delegated execution remains within the permitted execution stage and the role’s authority. It cannot cross a protected irreversible decision or acquire a new responsibility class. The delegation should identify scope, allowed actions, outputs, duration, stop conditions and the human accountable owner. Revocation stops further execution under that delegation.
6. Who reviews, who approves and who is answerable?
A reviewer states what was examined, the evidence considered, requested changes and the disposition. Approval is a distinct human-only role that records the governed decision. Where the profile separates authorship and approval, the same actor cannot approve its own work. A protected irreversible decision requires a distinct second accountable confirmation in the same governed scope.
Exactly one human is accountable for each governed workflow execution. This accountability is resolved from that execution’s binding, not by looking up a tenant-wide owner label. AI cannot hold it and delegation cannot transfer it. The distinction lets a manager own the consequence while specialists perform and review the detailed work.
7. What happens when context or authority is insufficient?
An AI role must stop at the current governed boundary when the request exceeds its authority or the available context cannot support a safe action. Escalation should expose the contradiction, unresolved assumptions, viable alternatives and known consequences. Continuing on a presumed best path would conceal the very decision that needs human attention.
Velocize follows the configured jury or human escalation route. A jury may evaluate the relevant scope and resolve only what its explicit authority allows; unresolved or higher-authority matters reach the accountable human. The returned explanation remains linked to the proposal and evidence, making the interruption useful for the next decision.
8. How should a buyer evaluate role governance?
Bring a customer-facing change with a supplier dependency. Follow the product decision, architecture constraint, implementation assignment, security review, supplier evidence and release approval. Ask who can act at each boundary, which identity signals contributed to the assignment and what happens when an assignment expires or a model is unavailable.
Then examine a rejected AI proposal and a protected decision. The demonstration should reveal the responsible human, the applicable role contract, the escalation path and the linked evidence. Velocize’s role registry, execution profiles and traceability make this an explanation of actual responsibility rather than a tour of generic permission checkboxes.