How AI Plan Review Software Leads to Faster Permit Approvals
Archistar AI PreCheck helps governments, plan reviewers, applicants, architects, and certifiers automatically check building plans against zoning, building-code, and planning requirements. It produces clear visual reports that improve submission quality and reduce manual rework.
“The results demonstrated significant improvements in plan review speed,
reduced obstacles, and ensured greater consistency in code compliance.”
— International Code Council (ICC)
What Is AI Plan Review?
AI plan review uses artificial intelligence, machine learning, computer vision, supervised learning, and rules-based compliance checking to review building plans against zoning, building-code, and planning requirements. It helps applicants find issues earlier and helps governments reduce repetitive manual checks and be more consistent. AI plan review also keeps the final decisions with qualified reviewers and approving authorities, while giving them clearer, more consistent information.
Unlike a generic document review tool, AI plan review is designed for permitting, development assessment, and code compliance workflows. It does not replace professional judgment, statutory review, or the authority of planning and building officials. Instead, it acts as an intelligent pre-check and decision-support tool, surfacing issues where they appear in the plans and helping teams focus on what needs their expert attention.
For governments, AI plan review can help reduce repetitive manual checks, improve transparency for applicants, and give plan reviewers a clearer starting point.
For architects, developers, builders, and certifiers, it can provide earlier feedback on whether a design is likely to satisfy code requirements before formal submission or final review.
Why Traditional Plan Review Slows Approvals
While plan review is essential to safe, compliant development, repetitive manual checks, incomplete submissions, and complex local requirements slow things down. In the traditional process, reviewers assess drawings, measurements, planning controls, zoning rules, and building-code requirements while managing growing application volumes and limited staff capacity.
For applicants, this can mean uncertainty, resubmissions, and delays. For governments, it can mean more back-and-forth, longer queues, and spending valuable reviewer time on issues that could have been identified earlier. And these affects hurt everyone with wasted costs, time, and other resources.
For example, the White House Council of Economic Advisers notes that unnecessary permitting requirements directly increase new housing costs through soft costs, administrative burdens, uncertainty, and delays. In addition, the National League of Cities attests that transparent, consistent, and efficient development review produces reduced cycle times, fewer surprises, and smoother approvals.
AI plan review improves process by checking plans against configured rules before or during assessment. By flagging potential issues earlier and producing clear visual reports, it helps applicants submit better plans and helps review teams focus their expertise where it matters most: complex decisions, professional judgment, and final approval.
AI Plan Review with Archistar AI PreCheck
Archistar AI PreCheck brings AI plan review into the permitting and development assessment workflow. Applicants and reviewers can discover avoidable compliance issues early in the process by checking plans against configured planning, zoning, and building-code requirements.
The platform’s two integrated capabilities, Completeness Check and Compliance Analysis, automate intake screening and code compliance review for
building permit applications, delivering measurable efficiency gains for City staff, applicants, and constituents.
Instead of waiting until formal review to surface issues, Completeness Check acts as an automated quality gate at intake, evaluating every submission against permit-type-specific requirements before it enters the review queue. Applicants receive a structured readiness score and checklist identifying deficiencies, letting them correct issues before formal submission. This addresses city staff’s challenge that incomplete applications routinely enter the queue regardless of readiness, triggering avoidable resubmission cycles, extended review timelines, and workload.
AI PreCheck’s Compliance Analysis extends automation into substantive code review, evaluating submitted plans against digitized zoning bylaws and building code rules using deterministic, rule-based logic. Each result includes explicit code citations, extracted measured values, and visual evidence linked directly to plan sheets. This provides transparent, auditable, repeatable outcomes that support efficiency and regulatory defensibility.
CityView published an overview of how Archistar AI PreCheck uses AI to automatically assess building plans against municipal codes and regulations. It says that “instead of waiting weeks for manual review, applicants receive a detailed pass/fail report, often in minutes.”
AI PreCheck does not replace professional judgment or final approval authority. Review staff retain full authority over all decisions, but AI PreCheck augments professional judgment and helps teams focus on complex decisions that require expertise.
How AI Plan Review Works with Archistar AI PreCheck
1) Upload plans digitally
Applicants or reviewers submit plans for assessment.
2) AI checks submission quality
The Completeness Check function in Archistar AI PreCheck ensures submissions are complete, legible, and structured correctly before submission.
3) AI checks configured rules
AI PreCheck’s Compliance Analysis evaluates plan sets against applicable zoning and building regulations.
4) Visual dashboard reports
AI PreCheck’s Analytics Dashboard surfaces insights and trend patterns in a pass/fail report.
Outcome: Reviewers and applicants act faster
Applicants can fix issues earlier; government teams can focus more on complex, discretionary, or safety-critical decisions.
AI Plan Review Use Cases
Many roles and use cases across government and industry can gain from automated plan review and building permit review software.
Local Governments and Municipalities
Pre-screen applications, reduce repetitive checks, support plan reviewers and improve transparency for applicants.
Architects and Designers
Identify compliance issues before formal submission, reduce avoidable resubmissions and submit cleaner plans.
Planning and Building Departments
Check plans against zoning, planning controls, building-code requirements and local amendments where configured.
Certifiers and Private Reviewers
Standardize checks, produce clearer reports and improve review consistency.
Developers and Property Professionals
Gain earlier certainty on whether a design is likely to meet key planning or code requirements.
Disaster Recovery and Rapid Rebuilding
Support faster review pathways where jurisdictions need to process high volumes of rebuilding applications. LA County, for example, announced a partnership with Archistar to use AI PreCheck to review building plans for zoning bylaw compliance as part of a faster rebuilding initiative after the Eaton and Palisades fires.
Benefits of AI Plan Review
For Governments
- Reduce manual workload and avoidable back-and-forth.
- Improve transparency for applicants.
- Gain more consistent review outputs.
- Clearer reporting for decision-making.
For Reviewers
- Spend less time on the repetitive part of routine plan checks.
- Focus more attention on complex, discretionary, and safety-critical issues.
- Get consistent starting points for review.
For Applicants
- Discover conflicts earlier.
- Improve first-time submission quality.
- Less uncertainty before formal review.
- Better guidance on what needs attention.
For City Leaders
- Review development plans faster.
- Improve applicant experience.
- Increase confidence in digital permitting.
- Address housing, rebuilding, and economic-development bottlenecks.
Why Choose Archistar for AI Plan Review?
ICC chose to partner with Archistar and make AI PreCheck its AI building permit submission and review solution, saying, “We’re both streamlining processes and helping communities meet the urgent demand for safe, accessible, and affordable housing.” Local governments and industry customers also choose it as part of their digital transformation for several reasons.
Built for Planning, Zoning, and Building Approvals
Archistar AI PreCheck is not just another generic, document-reading AI tool. It is purpose-built with generative AI, computer vision, and machine learning for checking development applications, building permit approvals, planning rules, and zoning controls. It boosts first submission quality to 90%.
Supports Both Government and Industry Workflows
Local governments can free up valuable administrative resources by using AI PreCheck’s automated plan review to achieve zoning compliance faster. This enables staff to focus on more complex compliance challenges.
Industry certifiers also choose AI PreCheck to get compliant with local regulations early in their project roadmaps. It catches issues at the feasibility and design stages, generating ready-to-share reports with zero guesswork.
Human-in-the-loop review
AI plan review empowers distributed human-in-the-loop validation between applicants and plan reviewers. Professional judgment will always be essential, and people always retain final authority.
Used by real governments
More than 30 municipalities and local governments worldwide trust AI PreCheck to automate AI plan review and cut permit processing times by up to 55%.
Clear, visual reports
Each AI PreCheck automated plan review delivers a clear and highly accurate report on the result. The analytics dashboard surfaces insights and trends, such as patterns in pass/fail rates.
Configurable to local rules
Custom AI PreCheck solutions can be purpose built for local governments. These can include custom rule configurations, and personalized zoning, planning, and compliance requirements.
Trusted and Transparent AI Plan Review, Built for Public-Sector Confidence
AI plan review should be transparent, explainable, and governed by qualified human oversight. Archistar AI PreCheck identifies potential compliance issues for reviewers and applicants, who always retain the final approval authority.
Each automated plan review instantly produces a clear visual report showing pass/fail results: where the design appears to pass and where it may need attention. This helps applicants understand what to fix and gives review teams a consistent, auditable starting point for assessment.
Archistar also aligns with AI governance compliance frameworks and data security/privacy certifications. AI PreCheck users can be confident that Archistar:
- uses no production municipal data for AI training without explicit written consent.
- is ISO/IEC 27001 certified.
- is ISO 42001 certified.
Because planning, zoning and building-code requirements vary by jurisdiction, AI PreCheck is configured to reflect the applicable rules for each use case. Results should always be reviewed in context by qualified professionals, especially where discretion, interpretation, or safety-critical judgment is required.
By combining automated checks with human review, Archistar helps governments improve transparency, consistency, and confidence in digital permitting.
AI Plan Review in Action
City of Austin
The capital of Texas wanted to become a leader in using AI-powered building permit assessment software to speed up approvals and enable city staff to focus on more complex evaluations. Austin became one of the first US cities to implement Archistar AI PreCheck Technology.
“The pilot was very successful,” says José Roig, Director of Austin’s Development Services Department. “This software was able to accurately understand [our] zoning code and implement those regulations when reviewing a set of residential building plans.”
Since then, the City of Austin has been able to achieve “roughly 50% time-savings from the zoning perspective” on projects using AI PreCheck reports, according to Leah Hilton, Zoning Plans Examiner Supervisor, City of Austin.
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County and City of Los Angeles
After the Eaton and Palisades fires of early 2025, LA County and LA City partnered with Archistar, the state of California, and philanthropic organizations to use AI PreCheck to accelerate the approval process for rebuilding permits and help communities recover quicker.
“Bringing AI into permitting will allow us to rebuild faster and safer, reducing costs and turning a process that can take weeks and months into one that can happen in hours or days,” says Steadfast LA Chairman Rick Caruso.
“A case planner can review more plans using Archistar AI PreCheck,” says Glenn Kam, Principal Planner, County of Los Angeles. “It would take me five days or six days to clear a plan as opposed to 10 or 11 or 12.”
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City of Burlington
“Housing is one of the biggest issues we’re dealing with in Burlington,” says Mayor Marianne Meed Ward. “Using technology initiatives to streamline the permit and application process is a pivotal step towards meeting the City’s housing priorities.”
By implementing Archistar AI PreCheck, the City of Burlington in Ontario, Canada became one of the first Canadian cities to deploy AI zoning compliance software and first Canadian municipality to extend that software to building code assessment.
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AI Plan Review vs. E-permitting vs. Traditional Review
Traditional plan review requires manual checking, flagging of issues, and reporting. It’s characterized by high workloads, long review cycles, inconsistent interpretations, and uncertain outcomes.
Digital but basic “e-permitting” or “digital permitting” systems incorporate PDF-based submission portals, and other process digitization, such as organizing documents or tracking workflows. They do not, however, digitize assessment, and offer limited improvement to plan submission quality.
AI plan review software, such as Archistar AI PreCheck, is much more digitally mature. It can automatically check the content of a plan against the local building rules, as long as those rules are configured. AI PreCheck specifically flags compliance issues before review and produces visual reports providing the identified risks, likely non-compliances, and explanatory guidance.
“There is a lot of demand for that technology, but Archistar is much further along than the others,” says Wayne Childs, Director, Strategic Enterprise, International Code Council
This level of automated plan review complements professional permitting workflows and does not replace statutory decision-makers or qualified plan reviewers.
What To Look for in AI Plan Review Software
The best AI plan review software should do more than scan documents. It should also:
- Check development plans against jurisdiction-specific zoning, planning, and building-code requirements.
- Explain the results clearly and visually.
- Fit into the way governments, applicants, and certifiers already work.
- Help applicants identify issues earlier.
Look for an AI building permit review software that provides:
- Detailed visual reports
- A clear compliance rule maintenance and update process
- Human-in-the-loop review
- Secure data handling and privacy controls
- A clear process for keeping compliance rules up to date
- A consistent starting point for plan assessment
Archistar AI PreCheck is designed for these workflows. It supports automated checks against configured requirements and produces clear outputs that help teams understand what passes, what needs attention, and why.
Frequently Asked Questions (FAQs): AI Plan Review
What is AI plan review?
AI plan review uses artificial intelligence to check building plans, site plans, and design documents against applicable planning, zoning, and building-code requirements. It helps applicants identify potential compliance issues earlier and gives review teams a clear and consistent starting point. AI plan review supports faster, more transparent permitting workflows while keeping final decisions with qualified reviewers and building authorities.
How does AI plan review work?
AI plan review works by the software reading relevant information from uploaded plan sets or design files and comparing them against configured planning, zoning, or building-code rules. In the case of AI PreCheck, the system identifies potential issues and presents a visual report showing where the design appears to pass or to fail.
Is AI plan review the same as automated plan review?
AI plan review and automated plan review are closely related, but not always the same. Automated plan review refers broadly to software-assisted compliance checks that help to review plans more efficiently. On the other hand, AI plan review is a type of automated plan review that uses artificial intelligence to interpret plan information, identify relevant design elements, and support compliance checking. These two terms are often used together when referring to technology for automating building, planning, or zoning review.
Is AI plan review the same as AI permitting software?
AI plan review is not exactly the same as AI permitting software because it focuses specifically on reviewing the contents of plans and checking them against applicable requirements. AI plan review improves assessment quality and speed within a broader digital permitting workflow.
By contrast, AI permitting software can support many additional parts of the permitting process, including application intake, document routing, completeness checks, workflow automation, and applicant communication.
Does AI plan review replace plan reviewers?
AI plan review is designed to support plan reviewers, not replace them. It can automate repeatable compliance checks, flag potential issues, and help applicants submit better plans, but it does not remove the need for professional judgment.
Qualified reviewers, certifiers, building officials, or the relevant approving authorities retain the interpretation of complex or discretionary requirements, statutory responsibility, and final decisions.
Can AI plan review check zoning rules and building-code requirements?
Where both zoning rules and building-code requirements have been configured for the relevant jurisdiction, project type, and use case, AI plan review software check both rule sets. It can help check plans against provisions such as setbacks, height, floor area, parking, access, dimensions, or other supported requirements. The exact checks available depend on the rules, data, plan quality, and implementation.
What kinds of issues can AI plan review identify?
AI plan review can identify issues such as missing information, dimensional conflicts, non-compliance with configured zoning controls, building-code concerns, setbacks, height limits, floor area, parking requirements, and other rules and compliance checks configured for the project. It can also show where an issue appears in the plans.
Does a pass in AI plan review guarantee permit approval?
No, a pass in AI plan review does not guarantee a permit approval. It means the plan appears to satisfy the configured checks. It does not guarantee approval for every requirement, discretionary matter, safety consideration, or statutory decision. Qualified professionals or government authorities may still need to review the building plan. AI plan review is best understood as a pre-check and decision-support tool that helps identify issues earlier.
How does AI plan review help governments reduce review times and resubmissions?
AI plan review helps governments reduce review times and resubmissions by identifying potential issues before submission or earlier in the assessment process. This can improve submission quality, reduce avoidable back-and-forth with applicants and give reviewers a clearer starting point for review. By automating repeatable checks, review teams can spend less time on routine issues and more time on complex assessments, professional judgment, and final approval decisions.
How do you evaluate AI plan review software?
Look for AI plan review software that supports jurisdiction-specific rules, produces clear visual reports, explains findings, keeps humans in control, and fits into existing permitting workflows. Important features include zoning and building-code coverage, rule maintenance, implementation support, data security, integration options, auditability, and proven use in real government or industry settings. The best AI plan review software helps applicants understand issues earlier while giving reviewers consistent, transparent information they can trust.