Role Assistants

Turn a business role into governed AI-assisted work.

A Role Assistant is a human-owned, role-scoped business capability generated and controlled in AI Fabrix.

A Business Role is the approved job function under which an identified person performs the work. AI Fabrix automatically generates a Role Assistant candidate from the Business Role and the approved business foundation around it. People validate and release it before it becomes available for operational work.

Not a chatbot persona

Human-owned capability. Not autonomous authority.

Not an agent with credentials

No arbitrary tools, independent identity or authority.

Not a prompt workflow

No hidden workflow and no replacement for the responsible employee.

AI can recommend, prepare and request work. It cannot grant itself authority.

The Business Role is the operating boundary

Responsibility and scope stay outside the model.

The active Business Role determines what data may be supplied, which approved actions may be requested, where human approval is required and when work must wait or stop.

Enterprise Knowledge supplies context. Operational Trust enforces current authority. Enterprise Runtime owns execution and each next step. Evidence Fabrix owns the reusable Evidence lifecycle.

Business Role

Who is responsible. The approved job function under which the identified person performs the work.

Dimensions

Which scope applies. Reusable boundaries such as region, legal entity, business unit, customer, project or amount.

Governed capabilities

What may be requested. Approved business actions rather than unrestricted vendor APIs or credentials.

People define the outcome, validate business meaning, approve release and make decisions requiring human authority. Existing applications remain authoritative.

Generated from the business foundation

A candidate— not operational authority.

Teams describe the outcome, Business Role, entities, authoritative information, permissions and Dimensions, governed operations, approvals, Evidence requirements and business measure.

AI Fabrix uses those approved enterprise definitions and certified capabilities to automatically generate the Role Assistant candidate that business and technical teams inspect and test before release.

The candidate does not start from an empty prompt or an arbitrary list of tools. Enterprise Knowledge supplies the reusable business model and Business Context Map. The Business Role determines the operating boundary, and the Role Assistant receives the approved capabilities applicable to that role.

Generation produces a versioned candidate configuration, not operational authority.

Reusable foundation

Avoids rebuilding the assistant for every user or interface.

Inspectable candidate

Makes the proposed boundary visible.

Human release

Keeps generation separate from authority.

A generated candidate cannot approve itself.

Test before making it available

Validate expected work and safe outcomes.

Business scope

Outcome, sources, role, permissions and retrieval. Use representative business cases.

Operational behaviour

Operations, approval paths and Evidence requirements. Use representative business cases.

Safe handling

Missing information, denials, waits and safe stops. Use representative business cases.

Relevant teams validate

Depth and approvals depend on organisational risk and policy.

Administrator makes it available

Only an approved version is released. Availability never widens authority.

Perform through any approved interface

The interface provides interaction. AI Fabrix retains the capability.

A person may use a Role Assistant through an approved customer application, Teams or another supported AI interface.

Verify person and role
Operational Trust evaluates current identity, authority and scope.
Resolve business context
Enterprise Knowledge supplies the applicable business meaning and Business Context Map across authoritative sources.
Retrieve permitted knowledge
Only context allowed for the current person, role and case may be supplied.
Apply rules and proof requirements
Use the applicable business rules, approvals and Evidence requirements.
Request a governed capability
Request an approved business action—not an unrestricted vendor API.
Obtain human approval
Enterprise Runtime waits when current human authority is required.
Preserve the actual result
The application remains authoritative; Evidence Fabrix retains required proof.

Role Assistant defines the purpose. Runtime determines each next step: execute, wait, complete or stop safely.

Governed flexibility

Dynamic work— not autonomous discretion.

A Role Assistant works toward a defined outcome using current governed context rather than a hidden, fixed workflow.

It can ask, wait for human approval, preserve a denial or stop safely.

Ask for information
Wait for approval
Preserve denial
Stop safely
Never expand scope
Never rewrite failure
Example: Renewal Assistant

Prepare a renewal without taking authority.

The account manager retains responsibility. The authorised approver retains authority for an exception.

Governed context
Use the Business Context Map to resolve the permitted customer, agreement and related context.
Governed retrieval
Retrieve applicable pricing rules and supporting documents.
AI assistance
Identify missing information or open risks.
AI draft
Prepare material that is not yet an authoritative transaction.
System request
Request an approved operation against the authoritative application.
Human decision
Route a commercial exception to the authorised approver.
Validated result and Evidence
Preserve completed, denied, waiting or safely stopped results and required proof.

AI draft, system transaction, human decision and Evidence remain distinct. The system owns the transaction; Evidence Fabrix records business-significant facts.

Reuse without copying

Build on approved meaning. Not copied prompts.

Later Service and Finance Assistants can reference approved customer, agreement and authority definitions while validating their own purpose and scope.

Reuse occurs through the shared enterprise foundation and Business Context Map—not by copying prompts, tool lists and orchestration between agents.

Reuse customer meaning
Reuse relationships
Reuse authority definitions
Validate each new purpose

Reuse the shared enterprise foundation—not prompt and tool lists.

Improve through governed Evidence

Evidence may propose change. It cannot change released behaviour.

Find recurring gaps

Reveal missing information and data-quality problems.

See operational friction

Identify repeated exceptions and approval bottlenecks.

Create a new candidate

Material changes return through validation and approval.

Preserve authority

Signals never expand authority or remove approvals.

Stay interface-independent

Change the interface without rebuilding the foundation.

Move from generic AI interaction to repeatable business work.

The interface can change. The governed capability remains.