Yvonne H.
Flex
★★★★★
"I enjoyed the course, it was clear and practical. Overall, the course was very informative and valuable."
AI for Urban Planners Course
Get the staff report drafted, the submissions themed, and the clocks tracked, without putting a single finding at risk.
- Four Units with Lifetime Access
- Online Exam · 99% Pass Rate
- 100% Money-Back Guarantee
- Self-Paced Online Learning
- Instant Access to Materials
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The queue keeps growing, the hearing date never moves, and the findings still have to be written by someone who can defend them at the podium.
Nobody warned you in graduate school how much of this job is reading. A 400-page ordinance to find the three sections that govern one setback question. A traffic study you have to summarize honestly by Thursday. Four hundred submissions on a rezoning where thirty of them say something new and the rest say the same thing in different words. And under all of it, the statutory clock that does not care how many files landed on your desk this month.
Cities have noticed. Austin, Los Angeles, and Honolulu have all brought in AI plan review tools to attack permit queues, and Honolulu's median wait for a commercial permit ran to 393 days in early 2025. Those tools check plan sets against code. What they cannot do is write the findings, weigh a policy that pulls two ways, or stand at the podium when the neighbors object. Speeding up intake just pushes more files toward the part of the job only you can do.
This course teaches you to use general-purpose AI tools on that part of the work, one planning task at a time, with copy-paste prompts you can run on a live file this week. No coding background needed, nothing here assumes your department has bought anything, and every unit treats the public record as the constraint it actually is.
10 min
To find the code sections that apply to a file
1 afternoon
To theme several hundred public submissions
4 units
From your first prompt to the council briefing
What You'll Learn
Pull the three code sections that actually apply out of a 400-page ordinance
Theme 400 public submissions in an afternoon without losing the one outlier that matters
Draft a staff report whose findings tie back to the approval criteria every time
Turn a census table into two paragraphs the commission will actually read
Write a one-page briefing that survives the question you didn't see coming
Keep every condition of approval and statutory clock off your memory and on a tracker
100% Satisfaction Guarantee
If you're not happy, we're not happy, so all of our courses are covered by a rock-solid 30-day money-back guarantee.
Course Curriculum
Foundation
Getting Started with AI for Urban Planners
- Understand what AI can and can't do in planning practice
- Set up your first AI tool and write prompts that produce defensible drafts
- Know what applicant and submission data must stay out of a general AI tool
- Turn one recurring planning task into an AI-assisted workflow
Core Skill
AI for Research, Policy, and Site Analysis
- Summarize policy, plan, and code documents into what actually applies
- Research precedents, case law, and comparable decisions quickly
- Draft site and context analysis from the evidence you have
- Turn demographic and land use data into a readable picture
Productivity
AI for Reports, Assessments, and Consultation
- Draft assessment reports and recommendations with clear reasoning
- Summarize hundreds of public submissions into themes without losing outliers
- Write consultation material the public can actually read
- Prepare responses to objections and information requests
Advanced
AI for Stakeholder Communication and Project Delivery
- Prepare briefings for elected members, panels, and hearings
- Draft correspondence with applicants, agencies, and community groups
- Track project timelines, conditions, and statutory clocks
- Write guidance and training notes for the wider planning team
What you walk away with
Earn Your Certificate
A short final exam, taken when you're ready, earns you a Certificate of Completion in AI for Urban Planners. The exam pulls only from the course material, no surprises.
- Take the exam online, at your own pace
- 99% pass rate with course preparation
- Share your certificate on LinkedIn
- Retake the exam if needed, at no cost
What Students Say
Shannon B.
Fresenius Medical Care
★★★★★
"I wanted to stay up-to-date and gain AI knowledge and know-how. This class was great! It was very thorough, walked me through everything as a beginner, and progressed as I learned more in each section. It gave real-life examples of how to use AI on a daily basis."
David L.
Chubb
★★★★★
"I valued learning how to create effective prompts with clear constraints. Overall, it was an excellent course and has significantly increased my confidence in applying AI in my day‑to‑day work."
David L.
Chubb
★★★★★
"I wanted to share my appreciation for the recent AI course. I found the training extremely informative and it gave me a much deeper understanding of how AI works and how it can support our claims processes."
"In a 2025 Arup survey of 5,000 planners, architects, and engineers across ten countries, 42% of the United States respondents reported using AI tools daily, ahead of the global figure of roughly a third."
Adoption in the built environment professions is already past the experimental stage. The planners who can show what they use AI for, and what they deliberately keep out of it, are the ones being trusted with the harder files.
"The Bureau of Labor Statistics projects urban and regional planners to grow about 4% between 2025 and 2035, adding roughly 1,800 jobs on a base of 45,800."
Slow growth means caseloads rise faster than headcount does. The planner who can carry a bigger docket without the report quality slipping is the one who gets the complex applications and the promotion that follows them.
How AI Changes the Planning Week
Before AI
- Reading a 400-page ordinance to find the three sections that apply
- Hand-sorting hundreds of public submissions the week before the hearing
- Starting every staff report from a blank page
- Chasing conditions and statutory clocks across a notebook and three inboxes
- Explaining the same setback rule to the fifth caller this month
After This Course
- The applicable sections pulled, quoted, and ready to verify in ten minutes
- Submissions themed in an afternoon with the outliers flagged separately
- A structured first draft built from your criteria and your evidence
- Every condition, clock, and deadline on one tracker you actually update
- A plain-language guidance note that answers the question once
Frequently Asked Questions
Will AI write my findings for me?
No, and the course is built so you never want it to. AI produces the structure, the plain-language summary, and the first pass at the reasoning. You supply the evidence, check every code citation against the actual ordinance, and own what goes into the record. A finding you did not verify is a defect an appellant's attorney will find.
Is it safe to put an application file into a tool like ChatGPT?
Some of it, once you know how to sort it. Unit 1 teaches a traffic-light rule built for planning files, which separates the material that is already a public record from the pre-decisional deliberation, the attorney advice, and the personal details in submissions that should never be pasted anywhere. Most planning tasks work fine on anonymized material.
My department doesn't have an AI policy yet. Can I still use this?
Yes, and that is the common situation. Unit 1 assumes you have no department account, no budget, and no permission to install anything, so everything runs in a browser on a free tier. It also shows you how to draft a first-pass AI use policy for your manager, using nothing but public documents.
Does this teach ArcGIS, Archistar, or a specific planning platform?
No. Those are vendor products your department either has or doesn't. This course teaches general-purpose AI tools that any planner can open today, applied to code interpretation, staff reports, submission analysis, and correspondence. The skills transfer to whatever platform your department buys later.
I work in long-range planning, not development review. Is this relevant?
Very. Unit 2 covers policy synthesis, precedent research, and turning census and land use data into readable narrative, which is most of a comprehensive plan update. Unit 3 covers submission analysis and consultation material, which is where long-range work lives or dies. Development review examples appear throughout, but they are not the whole course.
How long does the course take, and what if it isn't right for me?
Most planners finish in two to four weeks at a few hours a week, and it is entirely self-paced with lifetime access. Every enrollment is covered by a 30-day money-back guarantee, so if you decide it is not worth it, email us inside that window and we refund within one business day.
Who This Course Is For
This AI for Urban Planners course is built for associate and senior planners, development review staff, long-range and policy planners, and planning managers who spend more of the week reading and writing than deciding. Whether you sit in a county community development office or a city planning department, you'll learn practical AI workflows for code interpretation, staff reports, public submissions, and stakeholder correspondence. No technical AI background needed.
How Long Does It Take?
Expect approximately 25 hours of reading in AI for Urban Planners, along with interactive quizzes and practical exercises tied to live files, staff reports, and hearing preparation. Most students finish in two to four weeks, but the course is entirely self-paced, so you can work through it on your own schedule.
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