AURA (Autonomous Urban Infrastructure Artificial Intelligence) is a pre-feasibility site analysis tool. You draw a land parcel on an interactive map, and AURA analyzes satellite data to produce a suitability score, environmental insights, and an AI-generated pre-feasibility report, all in seconds.

What data sources does AURA use?

AURA processes data from Google Earth Engine, including Sentinel-2 multispectral imagery (NDVI, true color), SRTM digital elevation models (terrain, slope), and ESA WorldCover 10m land classification, all peer-reviewed, open-source satellite datasets with global coverage.

Who is AURA built for?

Architects, urban planners, real estate developers, environmental analysts, and students. If you need to understand a site's development potential before committing time or capital, AURA is built for you.

How accurate is the analysis?

AURA uses peer-reviewed, open-source satellite data and a transparent weighted scoring model. It's designed for pre-feasibility screening, helping you decide which sites deserve deeper investigation. It complements, rather than replaces, detailed on-site surveys and formal feasibility studies.

When will AURA launch?

We're in active development and onboarding pilot users. Request early access to be first in line, early users get direct input into the product roadmap.

Yes. All data is stored in Supabase with row-level security and encrypted in transit. Your parcels and reports are private by default, you control who has access, and you can delete your data at any time.

We're launching AURA soon

We Analyse,
You Design.

Draw a land parcel on the map and get an instant pre-feasibility analysis powered by satellite data and AI. Built for architects, planners, and developers who move fast.

Request Early Access Watch How It Works

AURA · Product Preview

Suitability87/100

NDVI0.72

Slope4.2°

Feasible for Development

Scroll

Platform Capabilities

0+Data
Layers

0sAverage
Analysis Time

GlobalCoverage
via Satellite

Built on open-source satellite data and state-of-the-art AI

Google Earth EngineESA Sentinel-2NASA SRTMESA WorldCoverMapboxSupabaseAnthropic ClaudeCrewAI

What You Get

Every analysis, delivered.

Draw one parcel and walk away with everything below, the exact deliverables you'd otherwise spend a week assembling by hand.

Explainable Suitability Score

A single 0-100 score for your parcel, with the weighted reasoning behind it, so you can defend the number, not just quote it.

Satellite Imagery Layers

Sentinel-2 true-colour and NDVI vegetation layers rendered directly on your parcel, the same data agencies pay analysts to pull.

Terrain & Slope Analysis

Elevation, slope grade, and buildability read from SRTM digital elevation models, know the ground before you set foot on it.

Land Cover Breakdown

A clear split of built-up, cropland, tree cover and water from ESA WorldCover at 10 m resolution, context in seconds.

AI Feasibility Report

A written pre-feasibility summary you can drop into a studio review, jury, or investor deck, reasoned, not a black box.

Export-Ready Files

Download the report as PDF and the map as GeoJSON, bring AURA's output straight into your own workflow and deliverables.

Built for Real Work

Where AURA fits in.

Three workflows AURA is built for, from first site screening to final report.

Development

Pre-Feasibility Studies

Screen land parcels for development potential before expensive site visits. Get terrain, vegetation, and land cover intelligence in seconds, not weeks.

Environment

Environmental Screening

Assess vegetation health, flood corridors, and terrain suitability with real satellite data from Sentinel-2, SRTM, and ESA WorldCover.

Education

Academic Research

Architecture and planning students can analyze multiple sites in hours, not weeks, with explainable AI reasoning behind every score.

Built for Your Process

Whether you are designing, planning, or selling, we have a specialized workflow for you.

AURA · Architects

Suitability

87/100

Feasible for development

Transform your architectural concepts into data-driven designs. Draw your site boundary on the Mapbox map and get instant satellite analysis, environmental context, and regulatory compliance data to inform better buildings faster.

Workflow Steps

Draw your site parcel on the interactive map

Get Sentinel-2 vegetation & land cover analysis

Review SRTM elevation and slope data in 3D

Export AI-generated feasibility report

Is your site analysis a digital scavenger hunt?

Stop juggling 15 browser tabs, outdated CAD files, and expensive consultants. Drag the slider to see the difference.

AURA Platform

Unified & AI-Powered

Suitability

87/100

NDVI

0.72

Elevation

342m

Land Cover

Mixed

AI Recommendation

High suitability, low flood risk, stable terrain ✓

The Old Way

Fragmented & Slow

Google Maps, satellite view

OpenStreetMap, land use

QGIS, raster processing

Excel, manual scoring

consultant_report_v3.pdf

zoning_laws_2024.docx

earth_engine_export.tif

⟨⟩

From chaos to clarity in 4 steps.

Streamline your feasibility studies with a workflow designed for speed and precision.

Draw

Draw your land parcel boundary directly on the interactive Mapbox map.

Analyse

AI processes Sentinel-2, SRTM, and ESA WorldCover satellite data for your site.

Score

Weighted scoring engine evaluates suitability across environmental and contextual metrics.

Report

Multi-agent AI (CrewAI + Claude) generates explainable feasibility reports and recommendations.

Sample Analysis Output

This is what you'll get.

A preview of an AURA pre-feasibility result, real data layers, real scoring, explained by AI.

Parcel · 2.4 ha

Suitability Score

87 / 100

High Development Potential

NDVI

0.72

Elevation

342m

Slope

4.2°

Land Cover

Built-up35%

Cropland40%

Tree Cover25%

Everything you need,
generated instantly.

From raw satellite data to board-ready visuals. AURA produces every artifact you need for your feasibility study in one go.

MAPBOX GL · 2D/3D

Suitability Score

High Development Potential

NDVI Index

0.72

Healthy Vegetation Cover

Land Cover (ESA WorldCover)

Built-up Area35%

Cropland40%

Tree Cover25%

Elevation (SRTM)

342m

Avg. Above Sea Level

Slope Grade

4.2°

Gentle, Buildable

Flood Risk

Low

Zone A, Minimal Risk

AI Verdict

Feasible for Development

Under the Hood

How AURA's AI works.

A serious satellite + AI stack, no black boxes, every result explained.

Satellite Intelligence

Processes open-source datasets from Google Earth Engine, elevation, vegetation indices, and land classification for any location on Earth.

Suitability Scoring

Weighted multi-criteria model evaluates terrain stability, flood risk, vegetation health, and land cover composition.

AI Report Generation

CrewAI orchestrates specialist agents powered by Claude AI to produce human-readable feasibility assessments with explained reasoning.

Conversational Assistant

Ask follow-up questions. The chat AI understands your site context and explains every metric.

The Team

The Humans Behind AURA

Five friends from Malaysia who got tired of watching good projects get stuck on slow, messy site research, so we built AURA to fix it. Different strengths, one mission: make site analysis feel effortless.

Mohamad Ikmal Hafizi

CEO · Co-Founder

The one who looked at a messy, slow problem and said “nah, we’re fixing this.” Ikmal keeps everyone locked on the same goal and turns big “what if” energy into a product people actually love.

Muhamad ‘Arif Fahmi

CTO · Co-Founder

The builder of the whole thing. Everything you click, tap, and rely on? Arif made it real, one late night at a time. If AURA just works, you’ve got him to thank.

Hafizah Hanim

COO · Co-Founder

The reason things actually get done. Hanim turns chaos into a clean checklist and makes sure every promise we make to you ships on time, no drama.

Mohammad Kamil

CBO · Co-Founder

Our door-opener. Kamil gets AURA into the right rooms and the right hands, building the partnerships that take us from “cool idea” to everywhere.

Fatin Najwa

CMO · Co-Founder

The vibe curator. Fatin makes AURA look good, sound good, and feel unmistakably us. She’s the reason you even noticed we exist.

Frequently Asked Questions

Everything you need to know about getting started.