Executive summary
Introducing compliance intelligence changes work allocation more than it changes job titles. Administrative checking moves earlier and becomes systematic; reviewer attention concentrates on interpretation, exceptions and decisions; two new capabilities appear — rule stewardship and quality assurance.
This article sets out a target operating model with five layers, the decision rights that belong to each, and the assurance activities that keep the model defensible.
Why an operating model comes before configuration
Configuration encodes decisions about who decides. If those decisions are implicit, the system will make them by default and the department will discover its new operating model after go-live. Guidance on automated decision-making assumes the opposite order: define oversight, then deploy [1][2].
The model also determines whether accountability remains locatable. A finding produced by a rule authored by nobody in particular, applied by nobody in particular, is not usable in a regulatory context.
Five layers of the operating model
Rule stewardship is the layer most often missing. Without a named owner for rule content, rules drift out of alignment with the adopted edition and no one is accountable for their correctness.
Decision rights
| Decision | Owner | Constraint |
|---|---|---|
| Issue, refuse or condition a permit | Chief building official or delegate | Statutory; never delegated to software |
| Disposition of a finding | Assigned reviewer | Must record accept, modify, reject or escalate with reason |
| Whether a provision is encoded as a rule | Rule steward with professional validation | Documented interpretation plus test cases |
| Rule publication and retirement | Rule steward, approved by a designated official | Versioned with effective dates |
| Triage route and reassignment | Operations, reversible by reviewers | Reason recorded |
| Model or platform change acceptance | Platform and assurance with reviewer sign-off | Re-evaluation before release |
Implications for authorities having jurisdiction
Staffing changes modestly but responsibilities shift. Rule stewardship can often be assigned to an existing code specialist with protected time rather than a new post, but the time has to be real and scheduled, because rule maintenance follows the code cycle.
Assurance activities — evaluation against representative files, accessibility testing, privacy review, log review — belong in the annual operating calendar, not in the project plan only.
Implications for applicants and professionals
A clear operating model gives applicants a route for disagreement: which finding, which reviewer, which escalation path. That clarity matters more to professional applicants than the underlying technology.
It also sets expectations about what a finding is. In this model a finding is an evidenced observation carrying a rule reference; its disposition is a human act recorded against a named reviewer.
Risks, limitations and safeguards
- Unassigned rule stewardship is the most common structural failure; it produces silently stale rules.
- Reviewers under time pressure may accept findings without inspection; workload planning is part of oversight design.
- Concentrating platform knowledge in one person creates a continuity risk; document configuration.
- Assurance activities are the first thing cut under pressure and the last thing that should be.
- An operating model on paper that differs from practice is worse than none; audit against actual records.
PermitAssure perspective
PermitAssure supports this separation directly: rule content is versioned with an owner and effective dates, reviewer dispositions and overrides are recorded with reasons, and configuration is exportable so the jurisdiction retains its own definitions. The platform provides evidence; the department retains authority.
Five key takeaways
- Configuration encodes decisions about authority, so the operating model comes first.
- Rule stewardship is a distinct, frequently missing role with scheduled time.
- Every automated contribution needs a named owner of content and a named owner of use.
- Assurance is an operating calendar activity, not a project phase.
- Statutory approval and finding dispositions remain human acts, recorded with reasons.
References
- Directive on Automated Decision-Making. Treasury Board of Canada Secretariat. www.tbs-sct.canada.ca. Accessed 3 August 2026.
- Algorithmic Impact Assessment. Government of Canada. www.canada.ca. Accessed 3 August 2026.
- AI Risk Management Framework. National Institute of Standards and Technology. www.nist.gov. Accessed 3 August 2026.
- National Building Code of Canada 2025. National Research Council Canada. nrc.canada.ca. Accessed 3 August 2026.
- AI RMF Playbook. NIST AI Resource Center. airc.nist.gov. Accessed 3 August 2026.
Cited statements follow the sources above. Frameworks, diagrams and interpretation in this article are PermitAssure's own.
Related resources
Next step
Assign rule stewardship and document the six decision rights above before configuring a single rule.
See the governance approachPermitAssure provides digital review, workflow and decision-support capabilities. This resource is educational and does not constitute regulatory, legal, architectural or engineering advice. Final interpretations, approvals and regulatory decisions remain the responsibility of the applicable Authority Having Jurisdiction and its authorized professionals.