Agent authorisation modelling
Define which resources and actions an agent may use in context
Role names no longer express the constraints needed for agent actions. The decision is how to define which resources and actions an agent may use in context. The work begins with your actual workflow and looks for the evidence that separates intended behaviour from a consequential exception. It is particularly relevant to authorisation architects and application owners. A useful outcome is an explicit account of what was examined, what remains uncertain, and which decision the evidence can support.
The identity and delegated authority relationship
- Resource models
Establish the basis for acting subject.
- Requested operation
Distinguish read access from modification authority.
- Authorisation model
Retain the scoped finding and its unresolved dependencies.
Decision
Frame the decision around acting subject
Questions and the evidence they need
- Acting subject
- Inspect resource models for the relevant constraint or observation.
- Requested operation
- Inspect action catalogues for the relevant constraint or observation.
- Enforcement context
- Inspect subject attributes for the relevant constraint or observation.
The decision is how to define which resources and actions an agent may use in context. This is relevant to authorisation architects and application owners when role names no longer express the constraints needed for agent actions. Name the affected workflow, the consequence of a wrong decision, and the owner who can act on the result. The initial discussion should establish which evidence is already available and which uncertainty is material enough to investigate.
The specific failure hypothesis is that a broad role permits changes to any customer record rather than the assigned case. It remains a hypothesis until examined in the deployment. Existing internal tests or operating records may already resolve it; identify the uncovered question before commissioning additional work.
Mechanism
Permission depends on subject, action, resource, and context
Relationships within identity and delegated authority
- Acting subject
- Resolve attributes used by the policy.
- Requested operation
- Distinguish read access from modification authority.
- Enforcement context
- Locate the decision before a resource changes.
What this specialty examines
An authorisation model should represent the action and resource precisely enough for the business rule. Read, search, update, export and administer should not become interchangeable merely because one API groups them together. Context may include assignment, tenant, purpose or approval state.
The review should model allowed and denied subject-action-resource-context combinations and locate enforcement points. Identify the normal route, relevant exceptions and the authoritative record of the outcome. Inspect the relevant business-system record, enforcement event or process evidence alongside any reported status. Keep incomplete cases visible, with an explanation of what their absence prevents the owner from concluding.
The tradeoff to make explicit
For this decision, richer context supports precise decisions while increasing policy complexity and testing effort. Compare the available design or operating choices against the same intended outcome. If one option removes a required control or changes the task boundary, describe that difference before treating its apparent simplicity, speed or lower effort as an improvement. The decision should expose the tradeoff instead of burying it in an aggregate score.
Preparation
Connect the working inputs to the boundary being examined
Evidence packet for acting subject
Illustrative working format
- Resource models
- Match this description to the deployed or proposed boundary being examined.
- Action catalogues
- Retain the observed conditions and distinguish gaps from contrary evidence.
- Subject attributes
- Name the custodian and the conditions requiring a refreshed version.
- Policy decision records
- Confirm the applicable revision and who resolves disputed interpretation.
Start with resource models, action catalogues, subject attributes and policy decision records. Identify the owner, revision and operating context of each source. Sanitised examples may support initial design, but differences from actual conditions should remain explicit. Where direct access is unsuitable, a customer-controlled evidence or execution route may be considered, with agreed handling and retention.
The scope also needs the identity control owner, agreed expectations for a representative subject-action-resource case, and the authority to inspect the relevant boundary. Specify what evidence would distinguish the failure in which a broad role permits changes to any customer record rather than the assigned case from acceptable behaviour. If stakeholders disagree about intended behaviour, resolve the interpretation before classifying the observed difference as a defect.
How the work proceeds
Carry acting subject through to an accountable finding
From the scoped material to a decision record
- Resource models
Locate the source of the claimed authority.
- Requested operation
Apply the scoped check to enforcement context.
- Authorisation model
Record the evidence, open dependencies, and the owner’s next decision.
Map principals, resources and authority
Reconcile resource models, action catalogues, subject attributes and policy decision records with the workflow described by authorisation architects and application owners. Identify the initiating actor, executing workload, target resource and component that grants access. Prepare paired cases that differ in one material authority condition, such as assignment, tenant, expiry or approval. The preparation output is an action map showing which permission is expected at each boundary and which records can verify it.
Exercise and review the authority path
Build decision tables before encoding policy. Include absent attributes, conflicting grants and resources at boundary conditions. Explain which component makes the decision and which actually enforces it; an advisory policy response does not constrain an unchecked tool.
Select the identity control change
Consolidate the checked paths into an authorisation model with decision tables and unresolved policy semantics. Distinguish an identity-verification problem from an excessive permission, lost delegation context or delayed withdrawal. Assign the proposed change to the component that controls the affected action. Before recommending wider use, identify the allowed case and denied counterpart that would demonstrate the revised boundary without breaking legitimate work.
Indicative artefact
Make the authorisation model usable by its owner
Authorisation model
Illustrative working format
- Authorisation model
- Identify the assessed workflow, revision, and decision boundary.
- Decision tables
- Link supporting and contrary observations to inspectable evidence.
- Unresolved policy semantics
- Map source meaning to receiving meaning and record unresolved interpretation.
A useful decision artefact is an authorisation model with decision tables and unresolved policy semantics. Supporting material may include selected cases, configuration or process records, evidence references, a disagreement log and prioritised actions. Retain the case selection rationale and material disagreements alongside the result; otherwise the result may be mistaken for complete coverage.
Illustrative scenario
Examine enforcement context through a constructed exception
A constructed case and its decision paths
Illustrative scenario
- Acting subject
A broad role permits an operation outside its intended resource scope.
- Requested operation
Compare permitted and denied resource-action combinations for the same role.
- Enforcement context
Narrow the grant when its scope exceeds the business mandate.
Consider a fictional situation: a support agent should edit contact preferences for an assigned case but not export the entire customer collection. The scenario is illustrative, with no client engagement, executed test or measured improvement implied.
For assigned-case editing, test the same agent against assigned and unrelated records. A narrow allow result should depend on the actual assignment and action. The owner can then decide how exceptional cross-case work receives explicit authorisation.
Scope and next action
Keep the conclusion within named authority paths
Confirm fit before the next commitment
- Acting subject
- This review is limited to named authority paths.
- Resource models
- The relevant owner must confirm access and the intended operating conditions.
- Authorisation model
- Technical findings do not settle a disputed mandate.
Identity design and technical testing do not establish a legal mandate or resolve a disputed business authorisation. Qualified IAM review is needed for material control conclusions. Any engagement depends on an agreed scope, qualified team, authorised access and confirmed availability. Bring the affected workflow, its current configuration or process, the triggering change and the evidence already available. The immediate scope question is prompted by the situation in which role names no longer express the constraints needed for agent actions; confirm which missing observation would change the owner’s next action.
Ways to engage
Related engagement scopes
Agent Release Readiness Review
The Agent Release Readiness Review is a fixed-scope, three-week independent test of one AI agent workflow that shows a release board what the agent does, what it is allowed to do and what happens when it is wrong, and ends in a signed recommendation.
AI Agent Authorisation Review
Make delegated authority inspectable. Trace who an agent acts for, what it can access and how that access can be withdrawn.
AI Agent Runtime Security Review
Make every delegation explicit. Examine who the agent acts for, where it can execute and which tools it can reach when instructions alone are not enough.
Continue exploring
Related insights and resources
Designing agent authority boundaries
Turn agent permissions into an enforceable action contract. Separate a model's suggestion from a resource owner's authorisation, test the boundary, and make delegation and revocation reviewable.
The permission boundary behind every agent action
An agent can only be evaluated in the context of what its tools allow. Examine identity, delegated authority and action boundaries before you put a workflow in motion.
Before your agent can act, define its authority
A working paper for the moment an AI system moves from advice to action. Map identity, permissions, approvals and recovery into an authority model your team can review and test.