- Who is this for?
- Operations executives, business owners, IT and transformation leaders
- Question addressed
- Define the governance and lifecycle of a rule used by an AI operator.
Key takeaways
- An observed repetition is not yet an applicable rule.
- Validation covers exclusions and action permissions as much as the wording of the rule.
- Every action must remain linked to the rule version that authorized it.
- Suspension stops new applications without destroying the history.
- Adapting Vigilo to a company means governing this configuration, not accumulating invisible exceptions.
Why a rule needs a lifecycle
A business instruction is not an isolated sentence. It applies to particular customers, transport types, sources and periods. It may allow preparation only, require approval or permit an action. Without these limits, a rule that is correct in one case may become unsafe elsewhere.
The lifecycle makes those conditions and governance decisions visible. It separates observed knowledge from permission to act, then makes it possible to follow actual use, exceptions and changes over time.
The four essential statuses
| Status | What it means | Effect on the workflow |
|---|---|---|
| Proposed | A pattern or instruction has been formalized with its source cases and likely scope. | No new permission; the proposal remains under review. |
| Validated | The business owner has confirmed the meaning, scope, exceptions, checks and action level. | The rule is ready to be activated in the intended configuration. |
| Active | A validated version is authorized for a defined scope. | Compatible cases can be prepared or processed according to granted permissions. |
| Suspended | Application is interrupted because of a change, incident, uncertainty or business decision. | No new case uses this version; affected cases are handed off or follow an approved fallback. |
What a proposal must demonstrate
Vigilo can detect that the same decision appears in comparable situations. The proposal must still show the facts that explain it and the differences between cases. It must not turn a correlation or a temporary habit into a general truth.
- the cases, events and decisions from which the proposal emerged;
- the shared context and observed variations;
- the proposed wording and expected result;
- the likely scope: customers, flows, tools, roles and periods;
- contradictions, counterexamples and cases that remain unknown;
- the intended level: information, preparation, mandatory approval or authorized action.
Validation is a governance decision
Validation can start from an existing documented rule or from a practice surfaced through observation. In both cases, the team remains the source of authorization. Vigilo makes knowledge explicit and testable; it does not grant itself new rights.
- 01Name an owner
A person or function is accountable for the business meaning of the rule and its evolution.
- 02Define the scope
The affected customers, operations, sources, systems and roles are stated explicitly.
- 03Write the exclusions
Sensitive, ambiguous, new or contract-specific cases are removed from the automated scope.
- 04Set permissions
The rule says whether Vigilo informs, prepares, asks for approval or acts.
- 05Choose the checks
Checks before and after action, and results that require a stop, are documented.
- 06Prepare suspension
The owner, trigger and fallback behavior are decided before activation.
Version rules to explain every decision
A rule change must not rewrite the past. Each version retains its wording, scope, exceptions, owner, decision date and associated checks. Actions on a case remain linked to the version actually used.
When a rule changes, the new version goes through validation in turn. The former version can remain available for reference, be limited to certain open cases or be suspended. This traceability explains why two similar cases may have been handled differently at different times or in different scopes.
| Governed field | Expected content |
|---|---|
| Identity | Stable rule name and version number. |
| Ownership | Business owner and required approvers. |
| Scope | Entities, customers, flows, tools, sources and roles concerned. |
| Conditions | Events, mandatory data and required states. |
| Exclusions | Cases that require a stop or approval. |
| Action | Autonomy level and authorized effect. |
| Checks | Expected result, evidence and failure reason. |
| History | Creation, validations, activations, amendments and suspensions. |
When to suspend an active rule
Suspension is a normal control mechanism, not necessarily evidence of failure. It protects the workflow when an assumption is no longer true or when a check can no longer guarantee the expected result.
- a screen, API, document or reference source has changed;
- a contractual rule or business responsibility has evolved;
- verified results reveal a new or recurring discrepancy;
- the owner can no longer confirm the scope;
- an incident requires analysis before any further action;
- the rule conflicts with a newer version or a higher-priority source.
When the rule is suspended, new cases should follow a known behavior: contextual handoff, preparation without execution or an already validated fallback rule. The reason, author and date of suspension remain available.
Adaptability without losing control
Every company combines its own TMS platforms, portals, roles and ways of handling exceptions. Vigilo adapts to this reality by configuring shared building blocks — events, case state, rules, actions, checks and handoffs — instead of imposing one workflow.
That configuration becomes an asset when it is structured. A screen, process or rule can evolve without starting over, while the exact change remains visible. Portability does not mean every system is alike; it comes from a common method for describing and governing their differences.
Frequently asked questions
Direct answers
Who can validate a rule?
The role depends on the organization and the impact of the rule. A business owner must be identified, with technical or control approval added when the workflow requires it.
Can a proposed rule already take action?
No. A proposal creates no permission. It can be observed or tested in preparation mode, but activation requires explicit approval of the scope and rights.
What happens to cases processed before a rule change?
They remain linked to the version used at the time of the decision. The new version does not rewrite their history.
Does suspending a rule block the entire workflow?
Not necessarily. Affected cases follow the approved fallback: handoff to the team, preparation without action or another compatible rule that is already authorized.
How does this governance help when changing TMS?
Business rules, permissions and controls are separated from the interaction method. Adapting them to the new TMS is still required, but the already documented operating logic provides a reusable and verifiable foundation.
Sources and methodology
This resource describes Axonovia's product approach based on transport workflows. The examples are illustrative and do not constitute a performance commitment or a universally applicable contractual rule.
Product review: Axonovia team · next review recommended before 31 August 2027 or following a material change in scope.