Flag everything that breaks the norm.
FlyPix AI is the no-code surface anomaly detection software that learns what a healthy surface looks like and automatically flags every deviation — cracks, leaks, corrosion, spills, scour, and defects — across satellite, aerial, and drone imagery, saving up to 99.7% of manual inspection time.
Inspecting one site by hand takes 997 seconds.
FlyPix AI takes 3.
A single site can hide thousands of subtle deviations — hairline cracks, creeping corrosion, a fresh leak — across kilometres of surface. Hunting for them by eye does not scale, and the dangerous one is the one you miss. FlyPix AI learns the normal surface and flags every outlier in one pass, so nothing slips through between inspections.
Inspectors scan footage frame by frame, judging what looks wrong by eye. Subtle anomalies are missed, thresholds drift between operators, and the report is stale before it lands.
Up to 99.7% time saved. Consistent, georeferenced anomaly maps with severity scores you can track over time and export straight into your GIS.
AI that learns the normal surface and flags every deviation — without the code.
Surface anomaly detection software is a tool that learns what a normal surface looks like and automatically flags anything that deviates from it — cracks, leaks, corrosion, spills, scour, defects, and unexpected objects or change. FlyPix AI is a no-code platform that uses artificial intelligence to model the healthy baseline and surface outliers across satellite, aerial, and drone imagery. You label a handful of examples of normal and abnormal surface, and the engine trains a custom anomaly model and runs it across your entire site — turning hours of manual inspection into seconds of decision-ready insight.
Everything you need to detect surface anomalies
One platform to learn the norm, flag deviations, score severity, and track them across every site you capture — from a single asset to a national network.
Anomaly & outlier flagging
Learn the normal surface and automatically flag every pixel and region that deviates from it in a single pass.
Defect & damage detection
Pinpoint cracks, corrosion, leaks, spills, scour, and structural defects, each georeferenced and outlined.
Severity scoring
Rank anomalies by how far they stray from the baseline so crews triage the most critical findings first.
Deviation over time
Compare repeat captures to see which anomalies are new, growing, or spreading between inspection dates.
Pixel-level anomaly maps
Go beyond boxes with pixel-accurate outlines that capture each anomaly exact shape, area, and extent.
No-code custom models
Train an anomaly model for the exact surface and defect you care about by labelling a few examples — no programming.
From raw imagery to flagged anomalies in four steps
A no-code workflow built so inspectors, operators, and planners — not just data scientists — can run production-grade anomaly detection.
Upload your imagery
Bring satellite, aerial, or drone captures in any common format — RGB, multispectral, SAR, or LiDAR.
Define the normal
Label a few examples of healthy surface and the anomalies you want to catch. A handful is enough for the engine to learn.
Run the detector
FlyPix builds a model from your labels and flags, outlines, and scores every deviation across the site.
Explore & export
Review anomaly maps on interactive dashboards, then export flagged regions and vector layers to your GIS.
Detect anomalies in any kind of imagery
Surface anomalies are not only visible in true-colour pictures. FlyPix AI runs detection across the full range of remote-sensing data — spot cracks and spills in RGB, reveal moisture and corrosion with multispectral bands, see leaks and scour through cloud and darkness with SAR, and measure deformation and subsidence with LiDAR — all in one workspace.
See all supported formats →Built for every inspection-driven team
Train anomaly models for the exact surfaces and defects your mission cares about and get results tailored to your domain.
Energy
Panels, lines & turbines
Construction
Defects & site safety
Mining
Tailings, slopes & scour
Water & pipelines
Leaks & corrosion
Roads & transport
Cracks & potholes
Defense & security
Unexpected change
Urban planning
Structural anomalies
Agriculture
Crop stress & disease
Environment
Spills & contamination
Mapping & GIS
Deviation mapping
Why teams choose FlyPix AI
The platform removes the bottlenecks that slow surface inspection: manual review, specialist headcount, rigid formats, and tooling that cannot keep pace with new captures.
Inspection in seconds
Flag thousands of deviations across a full site in seconds instead of hours of manual review — and repeat it on every new capture.
A true no-code platform
Inspectors and operators train and run anomaly models on their own imagery — no programming, no data-science team, no vendor queue.
Catch what the eye misses
Subtle, early-stage anomalies that humans overlook are flagged consistently against a learned baseline you can audit and trust.
Scales to any area
Pinpoint a single hairline crack on one asset or sweep an entire network at the cadence your mission demands.
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.
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.
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.
What surprised us most was how effortless it was to start. The platform is robust, easy to navigate, and extremely reliable.
FlyPix AI helped us automate land-use classification with incredible precision and speed, saving months of manual work.
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.
Turn your imagery into early warnings.
Create an account and train your first anomaly model in minutes — no credit card, no code. Want help scoping your inspection workflow? Our geospatial team will set it up with you.
Surface anomaly detection software, answered
The questions inspectors, operators, and planners ask before switching to AI-powered anomaly detection.
What is surface anomaly detection software?
How is anomaly detection different from object detection?
Do I need coding or GIS expertise to use FlyPix AI?
What kinds of surface anomalies can FlyPix AI detect?
Can FlyPix AI track anomalies over time?
How much time can FlyPix AI save versus manual inspection?
Can I try FlyPix AI on my own imagery?
Flag what your imagery is hiding.
Join 10,000+ users automating surface anomaly detection with FlyPix AI. Upload your first scene and watch the AI flag, outline, and score every deviation in seconds.