Executive summary
Most digital permitting programmes fail on organisational readiness rather than technology. The department that has documented its process, agreed its local requirements and knows its volumes can adopt tooling quickly; the department that has not will spend the pilot discovering its own process.
This model describes five readiness levels across six dimensions, the evidence that demonstrates each level, and the next action that is realistic from there.
Why readiness is assessed before selection
Procurement tends to start with product features. Readiness assessment starts with the department: what is documented, what is measured, who decides, and what the workforce can absorb this year. Federal guidance on responsible AI use makes the same point in a different register — assessment of context and impact precedes deployment [1][2].
The practical benefit is scope control. A department at level 2 that attempts a level 4 deployment will generate work it cannot absorb; the same department running a level 3 pilot can produce evidence that justifies the next step.
The five readiness levels
Levels are not aspirational labels. A department is at the level it can demonstrate with artefacts: a process map, a checklist, a metrics report, a configured rule set with test results.
Six dimensions and the evidence for each
| Dimension | Evidence of readiness | Typical blocker |
|---|---|---|
| Governance | Named executive sponsor, decision rights, standing review of the programme | Programme owned by IT alone |
| Process | Current-state map per permit type, documented local requirements | Process held in individual practice |
| Data | Stage timestamps, coded deficiencies, stable identifiers | Only intake and issuance recorded |
| Integration | Known interfaces to records, GIS, payment, inspection | Undocumented point-to-point links |
| Security and privacy | Assessed data classification, access model, retention schedule | No assessment for a new tool |
| Workforce | Training time budgeted, roles defined, capacity for parallel running | No slack for a pilot |
How to run the assessment
Assess with the people who do the work, not only management. Twenty questions is enough if each one asks for an artefact rather than an opinion: not "do you have a documented process" but "show the process map for a Part 9 single detached permit".
Record the result as a baseline with a date. Re-assess after the pilot. The difference between the two assessments is the most credible progress evidence a department can present to council.
What applicants and vendors should expect
A department that publishes its readiness position sets realistic expectations for applicants: which parts of the process are digital, which are not, and what is being piloted. That transparency reduces frustration more effectively than optimistic announcements.
For vendors, the readiness result should shape the proposal. A serious response to a level-2 department scopes documentation and intake work first, rather than proposing full automated checking.
Risks, limitations and safeguards
- Readiness scores can become a compliance exercise. Require artefacts, not self-ratings.
- A high score in integration can mask weak process documentation, which is the more common failure cause.
- Assessment consumes staff time; keep it to a bounded exercise with a stated output.
- Smaller and Indigenous communities may have different constraints and priorities; the model should be applied proportionately, not as a maturity ranking between jurisdictions.
- Readiness does not predict outcomes; it identifies preconditions.
PermitAssure perspective
PermitAssure uses this model to scope engagements. Where a department is early on process documentation, the first phase is structured intake and completeness checking against configured checklists — useful on its own and a prerequisite for anything further. Configured deterministic evaluation follows once requirements and inputs are stable.
Five key takeaways
- Readiness is organisational before it is technical; artefacts, not opinions, establish the level.
- Departments are usually at mixed levels across the six dimensions.
- Scope any pilot to the weakest dimension it depends on.
- A dated baseline plus a post-pilot re-assessment is the most credible progress evidence available.
- Apply the model proportionately; it is not a ranking between jurisdictions.
References
- Responsible use of artificial intelligence. Government of Canada. www.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.
- Housing Accelerator Fund Best Practices. Canada Mortgage and Housing Corporation. www.cmhc-schl.gc.ca. Accessed 3 August 2026.
- Construction Sector Digitalization and Productivity Challenge program. National Research Council Canada. nrc.canada.ca. 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
Run the readiness assessment with your permit team and use the weakest dependent dimension to scope a first pilot.
See the readiness assessmentPermitAssure 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.