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AHJ Leadership & Operations Framework

A Digital-Permitting Readiness Model for Authorities Having Jurisdiction

Readiness is not a score to win. It is a way of deciding what to do next, and what not to attempt yet.

Editorial owner
PermitAssure Editorial Team
Published
3 Aug 2026
Last reviewed
3 Aug 2026
Reading time
11 minutes
Audience
Government & AHJs, Building Officials, Indigenous and Smaller Communities
Three construction professionals in hard hats reviewing documents together on a building site.
Readiness is mostly organisational: documented process, clear ownership and staff capacity. Photo: licensed stock imagery (iStock); licence confirmation pending.

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

Five-level digital-permitting readiness modelLevel 1 paper and email. Level 2 online submission and payment. Level 3 documented process with structured intake and completeness checking. Level 4 integrated review with revision control and stage metrics. Level 5 configured compliance intelligence with designed human oversight.Digital-permitting readiness levelsPaper and emailUndocumented variationLevel 1Online submissionUpload and paymentonlyLevel 2Structured intakeCompleteness checkedat gateLevel 3Integrated reviewRevisions, stages,metricsLevel 4ComplianceintelligenceConfigured rules withoversightLevel 5
Original PermitAssure diagram. Text description: level 1 is paper and email with undocumented variation. Level 2 adds online submission and payment. Level 3 introduces documented process, structured intake and completeness checking at a gate. Level 4 adds integrated review, revision control and stage metrics. Level 5 adds configured compliance intelligence operating under designed human oversight.

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

Table 1 — Readiness dimensions with the evidence that demonstrates progress.
DimensionEvidence of readinessTypical blocker
GovernanceNamed executive sponsor, decision rights, standing review of the programmeProgramme owned by IT alone
ProcessCurrent-state map per permit type, documented local requirementsProcess held in individual practice
DataStage timestamps, coded deficiencies, stable identifiersOnly intake and issuance recorded
IntegrationKnown interfaces to records, GIS, payment, inspectionUndocumented point-to-point links
Security and privacyAssessed data classification, access model, retention scheduleNo assessment for a new tool
WorkforceTraining time budgeted, roles defined, capacity for parallel runningNo 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

  1. Responsible use of artificial intelligence. Government of Canada. www.canada.ca. Accessed 3 August 2026.
  2. Algorithmic Impact Assessment. Government of Canada. www.canada.ca. Accessed 3 August 2026.
  3. AI Risk Management Framework. National Institute of Standards and Technology. www.nist.gov. Accessed 3 August 2026.
  4. Housing Accelerator Fund Best Practices. Canada Mortgage and Housing Corporation. www.cmhc-schl.gc.ca. Accessed 3 August 2026.
  5. 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 assessment

PermitAssure 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.