When jurisdictions adopt AI plan review software, one of the first decisions is scope: do you start small or roll everything out at once?
The answer depends. AI plan review implementation doesn’t have to be all-or-nothing, but the right approach will vary depending on the platform, your internal process readiness, and the problems you’re trying to solve.
Some vendors require full platform implementation from the start. Others, like CivCheck, support phased implementation, allowing you to start with a limited scope and expand over time.
Typically, jurisdictions will implement AI plan review in one of three ways:
At a glance:
Here’s what each option looks like in practice.
Yes. Many jurisdictions choose a phased approach to AI plan review implementation to reduce risk, build internal confidence, and demonstrate early results.
CivCheck, for example, supports a phased rollout of its two core modules:
Jurisdictions can implement one or both components depending on their goals.
This approach uses Guided AI Permit Intake to check applications for completeness before they’re routed to staff.
The system covers all permit types and flags:
Importantly, this module doesn’t check whether projects meet code requirements. It only checks whether applications are complete enough to begin review.
| 💡 Best for: Jurisdictions where incomplete submissions are the primary bottleneck, or where early wins are needed to build support for broader AI adoption. |
This approach implements both Guided AI Permit Intake and Guided AI Code Compliance, but only for a specific permit type. Most jurisdictions begin with high-volume residential permits, such as:
This allows applicants to go through the full AI-supported application experience for that specific permit type, including:
Other permit types continue through the existing process.
| 💡 Best for: Jurisdictions that want to demonstrate ROI on a focused, manageable scope before expanding. |
This approach applies both AI permit intake and AI code compliance review to all incoming permit applications from day one.
It delivers the broadest operational impact but requires:
| 💡 Best for: Jurisdictions with well-documented processes, cross-department consensus, and capacity for larger implementation efforts. |
Advantages:
Considerations:
Starting focused: full review for one permit type
Advantages:
Considerations:
Advantages:
Considerations:
If budget is tight, AI permit intake delivers results quickly at the lowest cost. If readiness is the concern, limit scope to a single permit type. If leadership needs visible results fast, target your highest-volume permits.
If most of your permits are residential, starting there captures most of your potential value.
If volume is distributed across multiple permit types, completeness checks across all applications may deliver broader early impact.
AI code compliance implementation is faster when review groups have well-documented checklists.
If only some groups meet this standard, start there and expand.
Architects, engineers, and design professionals tend to adapt quickly to full AI code compliance review.
But if your applicant base mainly consists of homeowners or small contractors, starting with completeness checks can be an easier on-ramp and provide a smoother transition.
For most jurisdictions, the fastest path to measurable results is implementing AI-assisted permit intake first.
Completeness checks reduce resubmissions, improve applicant quality, and build internal confidence, which creates a strong foundation for adding AI code compliance later.
Starting small doesn’t limit long-term impact.
Jurisdictions that begin with AI permit intake often find that adding code compliance later is significantly faster, since foundational configuration and process alignment are already in place.
Likewise, jurisdictions that pilot with one permit type typically expand more quickly once internal stakeholders see measurable results.
The right AI plan review implementation strategy is the one that:
Whether you start small, pilot one permit type, or go all-in, scoping the rollout correctly is what determines how quickly your jurisdiction sees results.
If you’re unsure where to begin, conducting a readiness assessment will clarify your optimal starting point.