AI Community Vulnerability Assessment · No-Code

Map who is in harm’s way.

FlyPix AI is the no-code community vulnerability assessment software that turns satellite and drone imagery into settlement footprints, exposure overlays, and critical-facility risk layers — covering thousands of square kilometres and saving up to 99.7% of manual mapping time.

★★★★★Trusted by 10,000+ geospatial users · No credit card required
EXPOSURE SCAN · LIVE
SRC satellite + SAR
AOI 9,360 km²
EXPOSED 18,420 buildings · Δ +2.7%
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Backed & powered by NVIDIA Inception Program Google for Startups IBM for Startups ESA BIC Hessen
The Benchmark

Mapping one community’s exposure by hand takes 997 seconds a scene.
FlyPix AI takes 3.

A single hazard zone can hold tens of thousands of homes, schools, and facilities faster than any analyst can tally. FlyPix AI maps every footprint and overlays it on the hazard at once, so planners and responders see who is exposed before the event arrives.

Manual review
997s
to review one dense scene by hand

Analysts trace settlements and tally exposed assets scene by scene. Vulnerability maps arrive late, miss informal areas, and are out of date before resilience plans are written.

VS
AI analysis by FlyPix
3s
for the same scene, fully detected

Up to 99.7% time saved. Consistent, georeferenced exposure layers you can update as settlements grow and hazards shift, and export straight into your GIS.

99.7%
Time saved vs. manual
10,000+
Active users
6+
Data formats supported
9,360km²
Assessed per pass
What is community vulnerability assessment software?

Exposure intelligence from above, without the code.

Community vulnerability assessment software ingests imagery of inhabited areas and analyses it to map who and what is exposed to hazards. FlyPix AI is a no-code platform that uses artificial intelligence to detect buildings, settlements, and critical facilities, overlay them on flood, fire, and landslide zones, and track change across satellite, aerial, and drone imagery. You upload your captures, label a few examples, and the AI engine assesses the whole region — turning days of manual mapping into minutes of decision-ready insight.

Capabilities

Everything you need to assess community vulnerability

One platform to map settlements, overlay hazards, flag exposed facilities, and track change across every community you cover — from a single neighbourhood to a whole region.

Building & settlement mapping

Detect and outline homes, structures, and whole settlements across imagery in a single pass — including informal areas missing from official records.

Exposure overlay

Overlay footprints on flood, fire, and landslide zones to quantify how many people and assets sit inside the hazard.

Critical-facility risk

Find schools, hospitals, and other essential facilities inside hazard zones to prioritise protection and response.

Change detection

Compare captures over time to see where settlements have grown into exposed land — automatically.

Measurement & counting

Count exposed buildings and measure affected area with georeferenced accuracy for reporting and planning.

No-code custom models

Train a detector for the exact feature you care about — informal dwellings, clinics, shelters — by labelling a few examples.

How it works

From raw imagery to exposure maps in four steps

A no-code workflow built so planners, responders, and resilience teams — not just data scientists — can run production-grade vulnerability assessment.

STEP 01

Upload your imagery

Bring satellite, aerial, or drone captures in any common format — RGB, multispectral, or SAR for all-weather mapping.

STEP 02

Label what matters

Mark a few examples of buildings or facilities you want to find. A handful is enough for the engine to learn.

STEP 03

Let the AI assess

FlyPix builds a model from your labels and maps settlements, exposure, and critical facilities across the whole region.

STEP 04

Explore & export

Review results on interactive maps, then export exposure and facility layers to your GIS and planning tools.

FlyPix AI workspace showing AI object detection on geospatial imagery
Supported Data

One platform for every sensor over the community

Vulnerability assessment is more than true-colour pictures. FlyPix AI ingests the full range of imagery — see through cloud and night with SAR, read terrain with LiDAR, and scale to whole regions with satellite — all in one workspace.

See all supported formats
RGB & true-color
Standard satellite, aerial & drone imagery
Supported
Multispectral
Vegetation, water & land-use analysis
Supported
Hyperspectral
Fine-grained material & spectral analysis
Supported
LiDAR
Elevation, volumes & 3D terrain
Supported
SAR (Synthetic Aperture Radar)
All-weather, day-or-night monitoring
Supported
API & GIS integration
Automate workflows, export vector layers
Supported
Why FlyPix

Why resilience teams choose FlyPix AI

The platform removes the bottlenecks that slow vulnerability assessment: manual mapping, specialist headcount, rigid formats, and tooling that cannot keep pace with growing settlements.

Maps in seconds

Map exposed settlements across a whole region in seconds instead of days of manual tracing — and update it as communities grow.

A true no-code platform

Planners and responders train and run AI models on their own imagery — no programming, no data-science team.

All-weather by design

Combine optical, SAR, and LiDAR so cloud, smoke, and darkness do not stop the assessment.

Scales to any region

Zoom into a single neighbourhood or sweep an entire region at the cadence your resilience plan demands.

Customer Reviews

What geospatial teams say

From industrial pilots to research labs to environmental missions — see how teams put FlyPix AI to work.

We ran a joint pilot with FlyPix AI in an industrial setting. We were impressed by the dedicated, easy-to-work-with team, their expertise, and how quickly they applied the technology to a novel use case.

Hannes Olbrich
Hannes Olbrich
Head of Investor Office · acitoflux, Germany

FlyPix AI helped us go from idea to proof of concept in record time. The team was responsive, the platform was easy to integrate, and we tested geospatial insights on real property data within days.

Ali Tehranchi
Ali Tehranchi
CEO · Bayscenary, USA

FlyPix AI made it remarkably easy to turn drone imagery into actionable results — truly next-gen tech, delivering AI-driven analysis and cloud computing within minutes without complex setups.

Jordan Bates
Jordan Bates
Researcher · University of Liège, Belgium

What surprised us most was how effortless it was to start. The platform is robust, easy to navigate, and extremely reliable.

Krishna Mohan
Krishna Mohan
Business Head · Stesalit Systems Ltd., India

FlyPix AI helped us automate land-use classification with incredible precision and speed, saving months of manual work.

Rohit Singh
Rohit Singh
Director · Intent to Solution, India

Working with FlyPix has significantly elevated the impact of our clean-up missions. We're proud to collaborate with a team that shares our commitment to environmental responsibility.

Robin Engelhard
Robin Engelhard
Chairman · Second Life e.V., Germany
Start assessing

Turn your imagery into exposure maps.

Create an account and map your first exposed community with AI in minutes — no credit card, no code. Want help scoping your workflow? Our geospatial team will set it up with you.

Create an account Request a demo Free to start · Set up with an expert
FAQ

Community vulnerability assessment software, answered

The questions planners, responders, and resilience teams ask before switching to AI-powered exposure mapping.

What is community vulnerability assessment software?
Community vulnerability assessment software ingests imagery of inhabited areas and analyses it to map who and what is exposed to hazards. AI-powered platforms like FlyPix AI automatically detect buildings, settlements, and critical facilities, overlay them on flood, fire, and landslide zones, and detect change across satellite, aerial, and drone imagery, turning days of manual mapping into minutes of georeferenced insight.
Do I need coding or GIS expertise to use FlyPix AI?
No. FlyPix AI is a no-code platform. You upload imagery, label a few examples of buildings or facilities, and the AI engine builds a model and assesses your region automatically — no programming or deep machine-learning knowledge required.
Can FlyPix AI map informal settlements?
Yes. FlyPix AI detects building and settlement footprints directly from imagery, so it can map informal and unrecorded areas that are missing from official datasets — exactly the communities that are often most exposed and least documented.
How does FlyPix AI identify critical facilities at risk?
You can train a custom detector for schools, hospitals, shelters, and other essential facilities, then overlay the results on flood, fire, or landslide zones. FlyPix AI flags which facilities sit inside the hazard so you can prioritise protection, reinforcement, and response.
What imagery and data formats does FlyPix AI support?
FlyPix AI supports satellite, aerial, and drone imagery in RGB and multispectral formats, plus LiDAR for terrain and SAR for all-weather mapping. It exports georeferenced exposure and facility layers to your GIS and planning tools.
How much time can FlyPix AI save versus manual mapping?
FlyPix AI can save up to 99.7% of analysis time. In FlyPix benchmarks, dense-scene interpretation that takes roughly 997 seconds by hand is completed by the AI engine in about 3 seconds.
Can I try FlyPix AI on my own region?
Yes. You can create an account and start analysing your own imagery, or request a guided demo to see settlement mapping, exposure overlays, critical-facility detection, and custom model training applied to scenes from your area.
See the risk, decoded

See which communities are most exposed.

Join 10,000+ users automating image analysis with FlyPix AI. Upload your first scene and watch the AI map settlements and exposure in seconds.