Learning path

Learning AI as an Urban Planner

This learning path helps urban planners use AI to explain plans, review proposals, and handle public input. It pairs setup guides, job-focused prompts, and short video courses with certifications.

Beginner

Government Real estate and construction

Start the path

Your path

Everything in the Urban Planner AI kit, in the order that makes sense. Members tick off each step and see their progress.

Week 1 · 15 minutes to start

Set up your AI

We guide you through each click.

Add the Urban Planner AI kit to your AIDownload it for your AI (it installs as a plugin) and follow the steps

Set-up

Optional: connect the AI CoachYour kit stays up to date by itself, plus a daily brief in your AI

AI Coach

Course: AI for Urban PlannersHow to talk to AI for your job

Prompt course

Try: Explaining Planning to the PublicLike "Explain Zoning Rules in Plain Language"

Prompts

Try: Drafting Reports and CorrespondenceLike "Draft a Planning Staff Report"

Prompts

Week 2

Let skills do your everyday tasks

Urban planning policy advisorDrafts zoning and land use policy, such as a corridor rezoning memo with density, parking, and transit findings.

Skill

Urban sustainability analystReviews city energy, water, waste, and transport data and recommends fixes, like greening a heat island block.

Skill

Sustainable urban development assistantTurns urban data into a sustainable development plan, such as a district plan with green infrastructure and resilience steps.

Skill

Course: RACE Prompt Framework: Role, Action, Context, ExpectationPrompt framework course

Certificate

Week 3

Connect your apps and pick your AI apps

ArcGIS Pro MCP serverLets your AI assistant work on the ArcGIS Pro project already open on your screen.

MCP server

GIS MCP serverLet your AI do map and location maths: distances, areas, buffers, map layers and coordinate changes.

MCP server

Census GPTCensus GPTStar offers detailed insights into US demographics, providing data on population, crime rates, gender ratios, and racial demographics across cities an

AI app

PangeAIPangeAI lets AI agents automate geospatial work - coordinate reprojection, format conversion and spatial queries - so teams skip tedious GIS chores and get accu

AI app

Course: ChatGPT Power User Guide: Boost Productivity, Creativity & Research FastVideo course

Certificate

Week 4

Hand whole tasks to AI agents

Public Consultation Theme Evidence AgentA consultation summary that fairly reflects every view, with traceable evidence.

AI agent

Stakeholder Brief Update AgentCurrent, documented stakeholder briefs.

AI agent

Course: Stop Prompting AI Wrong: Context-First Prompt EngineeringVideo course

Certificate

Week 5

Build your own tools

Public consultation commitment trackerTrack what your department promised after consultation, so residents can see which commitments closed and which are still open.

App to build

Consulting Proposal GeneratorTurns a brief into a complete, personalized consulting proposal.

Grok Bot

Course: AI Fundamentals from Google Experts | Professional CertificateVideo course

Certificate

Course: How to Use ChatGPT from Beginner to ProfessionalVideo course

Certificate

After that

Keep growing

AI Coach: your daily brief and weekly certificationNews, tools and one idea a day for urban planners

AI Coach

RACE Prompt FrameworkTake the exam and get certified

Certificate

Certification in Applying ChatGPT to Enhance Productivity, Creativity, and ResearchTake the exam and get certified

Certificate

Everything for urban planners

All the courses, certifications, AI tools, MCP servers and apps for urban planners, most relevant first. Open any list to see more.

About this learning path

6 topics

AI for Urban Planners: Practical Support for Daily Work

Urban planners spend much of the day writing, reviewing, and explaining complex rules. AI can help with first drafts, summaries, and sorting public input while you keep the professional judgment.

This path starts with setup questions and connecting your AI, then adds job-specific skills inside your AI. It includes this prompt course, short video courses chosen for urban planning work, and the certifications that come with those courses.

Why AI Matters Now
Planning departments face tight timelines and lots of public interest. AI can help you move faster on routine writing and analysis without giving up your role as the expert.
Residents and boards still expect clear answers from a human planner. AI gives you a head start so you can focus on trade-offs, context, and trust.
What This Path Includes
You begin with simple setup questions, then connect ChatGPT, Claude, or Gemini to your daily work. The path includes lessons on prompting, job-specific skills, and short video courses selected for planners.
Each video course comes with a certification you can add to your professional record. The prompt course shows you how to use AI for zoning, data, reports, engagement, and hearings.
How It Saves You Time
AI can draft staff reports, summarize long proposals, group public comments, and explain zoning rules in plain language. You review and improve the output, which often turns a blank page into a page you can edit.
That time adds up across a week. You can spend it on site visits, stakeholder calls, and the judgment calls only a planner can make.
How It Protects Your Career
The path teaches you to keep sensitive data private and to check AI output for bias, accuracy, and legal soundness. You stay in charge of recommendations and decisions.
Planners who can use these tools thoughtfully are better prepared for changing expectations in local government. The certifications show you are building practical skills.
How to Start
Start with the setup questions and connect one AI tool you already have access to. Then take the prompt course and try one lesson on a real task, such as a public comment summary.
Pick a video course that matches your current work, finish the certification, and keep a small library of prompts that work for your city.
Frequently asked questions
Do I need technical skills to use this path?
No. The path starts with plain setup questions and everyday examples from planning work. If you can write an email or open a spreadsheet, you can follow along.
Will AI replace my planning judgment?
No. AI can draft, sort, and summarize, but it does not understand local history, politics, or lived experience. You still make the recommendations and final calls.
Can I use AI with confidential planning documents?
You should follow your employer's rules and never paste private, legal, or personal data into a public AI tool. The path includes safety and privacy guidance for planners.
How long does the learning path take?
You can move at your own pace, starting with one prompt lesson and one short video course. Many planners fit it into a few focused sessions over several weeks.

Start this path

Learn AI as an Urban Planner, step by step

$99

10 AI courses in the right order
A certificate for LinkedIn after each exam
Ready-to-use prompts for urban planners
Plus the Urban Planner AI kit and all 700+ courses

Start the path

The Urban Planner AI kit

Every skill, prompt, AI agent and connection in the kit.

Open the AI kit →

At a glance

Type: Learning path
Level: Beginner
For: Government, Real estate and construction
Steps: 8
Video courses: 102
AI tools: 2
MCP servers: 12
Updated: October 4, 2026

Your learning path

The courses for your job, in the right order

Picked for your job from our 700+ courses
Every course ends in a certificate
Part of your job's AI kit, with skills and AI agents

500+ jobs · no sign-up to look

Watch, then get certifiedAn exam after every course and a certificate for LinkedIn.

Your path

Set up your AI

Let skills do your everyday tasks

Connect your apps and pick your AI apps

Hand whole tasks to AI agents

Build your own tools

Keep growing

Everything for urban planners

Take the prompt courses

RACE Prompt Framework: Role, Action, Context, Expectation

AI for Urban Planners (Prompt Course)

Watch the video courses or add them to your Favorites for later

ChatGPT Power User Guide: Boost Productivity, Creativity & Research Fast

Stop Prompting AI Wrong: Context-First Prompt Engineering

AI Fundamentals from Google Experts | Professional Certificate

Microsoft Copilot AI, Full Course For Beginners

How to Use ChatGPT from Beginner to Professional

Understanding ChatGPT projects

How to Use Microsoft Copilot in Microsoft Word!

ChatGPT Prompt Engineering: Proven Techniques for Powerful AI Results

Microsoft AI Copilot in OneDrive

Prompt Engineering Tutorial – Master ChatGPT and LLM Responses

What is Generative AI and how does it work?

How to Integrate ChatGPT into Microsoft Excel

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Google Gemini AI Free Course: Setup, Prompts, Tools & Gems

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Claude AI Tutorial for Beginners: Build Your Complete AI Workflow

Excel Copilot Course

AI in Word, PowerPoint, Excel with Microsoft Copilot

Becoming an Ultimate Prompt Engineer Specialist (from Beginner to Profesional)

Advanced Prompt Engineering for LLMs: Workflows & Templates

Microsoft Copilot in Outlook & Teams

ChatGPT Productivity Tips for Work

How to use GPT for Docs Plugin in Google Docs

Microsoft 365 Copilot Agent Builder: Create & Customize AI Agents Hands-On

Excel Copilot: 20 Essential AI Features for Effortless Data Analysis & Productivity

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GPT-5 Features Made Simple: Complete Beginner’s Guide to New Capabilities

ChatGPT Agent Mode: Automate Workflows, Research, and Daily Tasks

How to use Google Sheets Built-in AI capabilities

AI Data Analysis With LLMs: Clean, Explore, Automate

Google NotebookLM + Gemini Course: Deep Research & Workflows

How to Track Tasks with Microsoft Copilot

Ultimate Guide to Bing AI Copilot

How to use GPT for Sheets Plugin in Google Sheets

Google's 9 Hour AI Prompt Engineering Course In 20 Minutes

Excel Formatting and AI Automation: Boost Productivity with Advanced Techniques

NotebookLM Essentials: Quick Guide to Features, Study Tools, and Workflows

ChatGPT Agent Mode: Features, Setup, and Powerful Use Cases Explained

Why AI Adoption Stalls by Week 3-6 Management Skills That Work

ChatGPT Projects Course: Setup, Memory, Tools & Workflows

Using Writing Prompts Like a Pro - Google Prompting Essential)

AI for Project Managers: Practical Skills for Project Management

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Automate Your Business with AI: My No-Code 10x Faster Workflow

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Grok AI Essentials: Clear Prompting, Features, and Practical Strategies

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AI Automation Essentials: Beginner Guide to Workflows, Agents, and Top Tools

AI Inbox Agent: No-Code Email Automation for Beginners

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