Saudi Urban Intelligence Studio

Residential District
Intelligence System35-Stage District Engine  ·  Modular Anti-Duplication Architecture

Upload your site, configure your project — then generate AI-customised, non-repetitive prompts for every design stage, tailored to Saudi and Gulf residential district planning.

35
Stages
175+
Prompts
15+
Typologies
6
Scenario Families
10
Deliverables
Scroll
Project Sample

From Brief to Board

A worked example of what the 35-stage workflow produces — competition-grade residential boards generated end-to-end, from site reading through to final visualisation.

◈ Case Study · Jeddah Walkable District
Jeddah Walkable District — People-First Public Realm
01 Conceptual Framework

People-First Public Realm

A human-centred ground plane — shaded arcades, courtyards and water features reinterpreting Hijazi heritage for everyday community life.

Jeddah Walkable District — Metaphorical Urban Fabric
02 Urban Concept

Metaphorical Urban Fabric

The traditional Jeddah weave abstracted into a woven, walkable fabric — organic clusters, passive airflow corridors and elevated social terraces.

Jeddah Walkable District — Landscape Urbanism Vision
03 Vision Board

Landscape Urbanism Vision

A climate-responsive residential district built on a landscape-first strategy — shaded streets, water-sensitive plazas and Mostadam-aligned sustainability systems.

Jeddah Walkable District — Rooted in Heritage
04 Experience Board

Rooted in Heritage

The full narrative board — a journey from arrival plaza to social terrace, paired with the cultural story and the climate-responsive strategies behind it.

Jeddah Walkable District — Mostadam Sustainable Urbanism
05 Sustainability

Mostadam Sustainable Urbanism

Mostadam-certified systems quantified — over 90% walkable streets, 35%+ green coverage and 100% renewable energy for public facilities.

Jeddah Walkable District — Future Heritage District
06 Masterplan

Future Heritage District

From traditional Hijazi courtyard to future district — heritage evolution, district structure and the full masterplan overview at a glance.

Click any board to view full size →
System Purpose

What This System Does

Generate Saudi and Gulf residential district planning packages combining the full spectrum of intelligence required for competition-grade output — from site reading to completion.

🗺️
Site Intelligence
Site reading, constraint mapping, solar and wind analysis, access hierarchy and infrastructure context.
🏘️
Residential Typology Logic
Villa, townhouse, apartment and mixed typology selection, density strategies and housing mix calibration.
📚
Saudi / Gulf Knowledge Base
Building codes, municipal standards, climate data and regional residential precedents — referenced live across every design stage.
🕌
Saudi / Gulf Cultural Rules
Privacy gradients, mosque-centred community rhythm, shaded pedestrian movement, courtyard cooling and family gathering logic.
📐
Masterplan Intelligence
Street hierarchy, public realm strategy, community anchor positioning, walkability catchments and municipal compliance.
⚖️
Scenario Scoring
6 residential scenario families with KPI-weighted scoring across 8 dimensions — evidence-based recommendation, not visual preference.
🎨
Visualization & Output Briefs
Board composition, render briefs and diagram styling calibrated to each output type — competition panel, technical sheet or massing study.
🏆
35-Stage Modular Workflow
Thirty-five specialized stages using modular inheritance, output-memory control and visualization diversity to prevent repetitive prompts and duplicated deliverables.

User Guide

How to Use UrbanGPT.AI

UrbanGPT.AI generates expert, project-specific AI prompts — it does not create the images itself. You copy each prompt into your own AI image tool (Midjourney, ChatGPT, Firefly, Stable Diffusion, Leonardo or Flux). Work through the stages in order: each one builds on the last, from site reading to a complete 35-stage residential-district package.

01 Configure your project ▾
02 Upload your site map & write the brief ▾
03 Generate the prompts, stage by stage ▾
04 Compare scenarios & tune the priorities ▾
05 Track everything in the Dashboard ▾
Tip: the more complete and specific your site brief and configuration, the more tailored and non-repetitive every prompt becomes. Tap any step above to expand it.

Step 1 — Your Project

Configure Your Project

Fill in your project details below. Once all fields are complete, each stage unlocks a ⚡ Generate button — click it to produce AI-customized prompts for that stage on demand.

Fill in REQUIRED fields to enable generation
Project Identity
Project Name ★ Required
Project Location ★ Required
Project Type Multi-select · ★ Required
Residential Block Types Multi-select · Optional
Leave empty to auto-apply types from your density / project type. When set, these are enforced across Stage 6–35.
Project Scale ★ Required
Site Area Recommended
Target Users Recommended
Design Direction
Design Theme Multi-select · ★ Required
Design Philosophy ★ Required
Architectural Reference Optional
Climate Context ★ Required
Sustainability Target ★ Required
Cultural References Recommended
Site Data
Site Map ★ Required — Satellite · GIS · Aerial · CAD
Outline the site boundary in red on the map before uploading — the AI preserves it exactly and will not redraw it.
Site Topography Optional
Topography Map Optional — Contour · DEM · GIS
Surrounding Context Recommended
Density Level ★ Required
Site Brief ★ Required
What to include in the brief
This text guides the analysis and design of every board, so describe the real site. Aim to cover:
  • Location & surroundings — what borders the site (roads, rail, water, existing neighbourhoods, open land)
  • Site character — topography, slope, orientation, prevailing wind, views, flood/sabkha or other constraints
  • Figures — number of residents and/or housing units, site area (these also drive the planning numbers)
  • Features to preserve — existing trees/groves, heritage elements, landmarks, water features
  • Planning goals — what the project must achieve (e.g. walkable, family-oriented, mixed tenure, phased delivery)
  • Special requirements — any client, regulatory or cultural conditions the design must respect
Example: “Canal-front district for 12,000 residents; rail line to the south, flood-prone sabkha edge to the west to stay undeveloped; capture prevailing north wind; preserve the date-palm grove on the north-east corner as a public park.”  (max 1,000 characters)
0 / 1000
Project Programme Optional — feeds area schedules, phasing & compliance
Delivery Model Optional
Vision 2030 Program Optional
Housing Affordability Tier Optional
Target Unit Count Optional
Mosques Optional — count & Friday capacity
School Type & Capacity Optional
Parking Strategy Optional
Output Preferences Optional — affect rendering instructions
Visual Style Optional
Presentation Language Optional
Time of Day Optional — unifies CGI render lighting
Color Scheme Optional — overrides default palette
Core Specialization

Exclusively Residential District Planning

Purpose-built for one domain: the full spectrum of Saudi and Gulf residential district types.

✨ Luxury Villa District
🏡 Premium Villa Community
🏘️ Mixed Villa & Townhouse Neighborhood
🏠 Townhouse and Row-House Quarter
🏰 Gated Residential Community
🏢 Apartment-Dominant Residential District
🏗️ Affordable Family Housing District
🧱 Open Block Neighborhood
🏬 Mixed-Use Residential Tower District
🌊 Waterfront Residential District
⛳ Golf Residential Community
🏖️ Resort & Second-Home Community
🎓 Student & Young Professional Housing
🧓 Senior Living & Assisted Care Community
🌿 Eco-Village
♻️ Net-Zero Carbon Residential District
🏛️ Heritage Residential Quarter
📡 Smart Neighborhood
🚆 Transit-Oriented Development
🌾 Agricultural & Rural Community
Design Intelligence

Saudi / Gulf Residential Design Rules

12 non-negotiable principles governing quality residential design in the Saudi and Gulf context. Every prompt generated by this system is built on these foundations.

🏛️
Regional Architectural Identity
Najdi, Hijazi or Eastern-Province vernacular expressed in massing, materials and ornament. Generic international forms are rejected — the district must read as unmistakably of its place.
🏠
Privacy Gradients
Public → semi-public → private → intimate. Every spatial threshold must be architecturally legible and culturally unambiguous.
🚪
Overlooking & Sightline Control
No dwelling overlooks another's private courtyard or interior. Window placement, separation distances and screening enforce visual privacy between neighbouring homes — not just within them.
🌑
Shaded Pedestrian Movement
100% shade coverage on primary pedestrian routes. No unshaded walking exceeding 20 consecutive metres on any designated path.
🌙
Evening Public Life
Design for 7pm–11pm as the primary social hour. All public spaces must support Gulf evening social rhythms.
🕌
Mosque-Centred Community
The mosque is the spatial and social centre of the community — not a peripheral facility. Maximum 400m walking distance from any front door.
🎒
School Safety Routes
Vehicle-free, fully shaded, and surveilled from front door to school gate. Non-negotiable Saudi family safety standard.
🤝
Family Gathering Spaces
Three scales: private courtyard → cluster court → community park. Saudi extended family life demands gathering spaces at every level.
🌀
Courtyard Cooling
Correctly proportioned inward-facing courtyards reduce ambient temperature by 4–8°C through passive microclimate geometry.
🌬️
Prevailing-Wind Orientation
Building massing and openings orient to capture cooling breezes and shed the western sun. Passive airflow cuts mechanical cooling load before mechanical systems are considered.
🌿
Heat-Resilient Landscape
Gulf-endemic species with 40% less irrigation. Non-native landscape fails within 5 years in Gulf conditions without intensive maintenance.
🚗
Car Management
Cars stored at perimeter — pedestrian interior completely car-free. All vehicle movement absorbed at the edge, not through the community heart.
Prompt Architecture

Modular Anti-Duplication Engine

UrbanGPT.AI now separates universal system rules from stage-specific prompts. Global quality, Saudi/Gulf context, visual standards and board formatting are inherited once, while each stage defines only its unique purpose, output family and prohibited overlaps.

🧬
Global Inheritance Layer
Competition quality, Gulf climate logic, Vision 2030 alignment, print standards and graphic DNA are defined once, not repeated in every prompt.
🧠
Stage Module System
Each stage contains only objective, inputs, analytical role, unique deliverables, visualization family and prohibited overlaps.
🎞️
Visualization Diversity Engine
Prevents repeated camera angles, board compositions, render atmospheres, diagram families and visual hierarchy across consecutive stages.
🧩
Output Memory Control
Tracks previously used forms, prompts, overlays, compositions and deliverables so new outputs do not visually echo earlier ones.
🚫
Prohibited Overlap Rules
Each stage explicitly states what it must not produce, preventing site analysis from becoming strategy, and strategy from becoming final design.
📊
Unique Output Families
GIS analysis, climate overlays, networks, KPI dashboards, masterplans, sections, technical systems remain visually distinct.
🔁
AI Optimization Loop
Stage 33 adds a dedicated refinement engine for density, shade, circulation, public realm and environmental performance.
🏁
35-Stage Delivery Logic
The final five stages add livability, economic feasibility, AI optimization, board generation and cinematic presentation packages.
Generate

35 Design Stages

Complete the project setup above — then generate prompts for any stage on demand.

Present

10 A0 Competition Boards

Generate ten print-ready A0 category boards — one per category — built automatically from your project inputs and your developed design.

Suite

Project Design DNA & Master Plan — locked across all 10 boards

These lock your design identity and layout so all 10 boards read as one coherent project. Defaults are derived from your theme & climate — edit any field to match your finalized design, then Save. Everything here is injected identically into every board prompt.

For identical visuals across boards: these prompts lock the design intent in text. To lock the actual look, generate your master-plan / hero board once, then reuse that image as a visual reference in your AI tool (image prompt / style reference, e.g. Midjourney --sref or --cref, or img2img). Text alone cannot force identical geometry across separate generations.
Contact

Saudi Urban Intelligence Studio

For project enquiries, custom configurations, or institutional licences.

saudi-urban-intelligence.com WhatsApp +966 (0) 542045254

Site & Framework Findings — Stages 1–5 → shape the concept scenarios

Summarise what Stages 1–5 concluded about the site. Defaults are derived from your climate, density, theme and brief — edit to match your analysis, then Apply. This is injected into the Stage 6 concept prompt as the binding basis for scenario formation, and it re-sorts the concept list so the best-fit options for your site surface first (all stay selectable).

Project memory on