Satellite ingestion
GeoTIFF, JPEG2000 and Sentinel-2 SAFE / JP2 inputs with band mapping.
True-colour layers · Retained spectral bandsSpatial intelligence
HelloGeo AI GIS
Transform Raw Geospatial Data into Actionable Intelligence
COMPANION WORKFLOW / FULL SUITE
Combine AI GIS with HelloGeo Suite.
Move from supplied imagery and point clouds to spatial evidence. Explore spectral indices, land cover, terrain, building footprints and change—then deliver the layers your project needs.
HELLOGEO SUITESPATIAL INTELLIGENCE
Satellite bandsVegetation & waterTerrain & buildingsChange & statistics
INGESTANALYSEREVIEWEXPORT
Illustrative workflow · supply and validate your project datasets.
GeoTIFF / JP2 / Sentinel-2 SAFE · LAS / LAZ · aerial imagery
Spectral indices
35 spectral index formulas; availability depends on supplied bands.
NDVI / NDRE / EVI / SAVI · NDWI / MNDWI / NDMI · NDBI / NBR / NDSILand-cover analysis
Vegetation, water, bare ground, built-up and indicative wetland proximity layers, with quality checks.
Land-cover layers · Class areas and CSV statisticsChange analysis
Visual, elevation and flood comparisons, with additional index/transition processing interfaces.
Change layers · Flood-extent reviewAerial reconstruction
Process suitable drone imagery into mapping and 3D outputs.
Orthophoto · DSM / DTM · Georeferenced point clouds · Textured 3D-model reviewLiDAR & terrain
LAS/LAZ inputs, ground classification, terrain profiles and point-cloud review.
DSM / DTM / EPT · Profiles and terrain layersBuilding footprints
Extract, clean and regularise footprint geometry from suitable point-cloud inputs.
Building footprint GeoPackageMeasurements
Saved 2D/3D distance, area, height and cut/fill measurements with terrain tools.
Measurement records · Slope / hillshade · Bench / ramp / face layersGIS delivery
Area-of-interest review, project access and interoperable outputs.
Raw / colourised GeoTIFF · GeoJSON / Shapefile / GeoPackage · CSV statisticsPRODUCT OVERVIEWWhat it brings
What it brings
to the workflow.
Modern drones, satellites, LiDAR systems and connected sensors generate enormous volumes of spatial data. However, the true operational value of this data is realized only when objects, assets, terrain and anomalies can be accurately identified, classified and converted into decision-ready GIS layers.
HelloGeo AI is an enterprise-grade GeoAI platform that combines artificial intelligence, computer vision and geospatial analytics. It enables organizations to automate object detection, accelerate data annotation, extract critical features and transform complex imagery into reliable intelligence for planning, monitoring and operational decision-making.
CAPABILITIES / 11 FEATURE GROUPSGo deeper into
Go deeper into
the product.
Explore the published capability areas. Product configuration and deployment scope determine availability.
01 AI Classification & Object Detection
- Automatically identify and classify relevant objects within aerial, satellite and ground-based imagery
- Detection of assets, vehicles, buildings and structures
- Identification of intrusions and unauthorized activities
- Detection of visible defects and damaged components
- Terrain and land-cover classification
- Vegetation and encroachment identification
- Infrastructure and utility-asset recognition
- Configurable confidence scoring for detected objects
- Human validation for mission-critical detections
02 Semantic & Instance Segmentation
- Generate precise boundaries for objects and geographic features
- Pixel-level feature identification
- Separation of individual objects within the same category
- Building and rooftop extraction
- Road and pavement segmentation
- Waterbody and vegetation delineation
- Solar-panel and industrial-asset segmentation
- Damage-area and defect-boundary extraction
- Conversion of segmented results into GIS layers
03 AI-Assisted Annotation & Labelling
- Create high-quality training datasets faster through intelligent annotation tools
- Point, polyline, polygon and bounding-box annotation
- AI-assisted object labelling
- Automatic polygon generation
- Segmentation-mask creation
- Class and attribute management
- Annotation review and approval workflows
- Quality-control and validation tools
- Bulk annotation for large datasets
04 Change Detection & Temporal Intelligence
- Compare imagery collected at different dates to identify and measure changes
- New construction and demolition detection
- Land-use and land-cover change analysis
- Vegetation growth and encroachment monitoring
- Infrastructure-development tracking
- Disaster-impact assessment
- Unauthorized activity identification
- Asset-condition comparison
- Time-series visualization and reporting
05 Automated Feature Extraction
- Convert detected features into operational GIS information
- Asset locations as GIS points
- Road, pipeline and transmission corridors as polylines
- Buildings, land parcels and affected areas as polygons
- Attribute assignment for detected features
- Spatial measurement and statistics
- Coordinate-system and projection management
- Export to standard GIS-compatible formats
- Integration with enterprise spatial databases
06 Dataset Management
- Centralized imagery and dataset repository
- Dataset categorization and tagging
- Training, validation and testing dataset separation
- Dataset version control
- Annotation history and traceability
- Duplicate and low-quality image identification
- User-based review and approval
- Controlled access to sensitive datasets
07 AI Model Training & Validation
- Develop application-specific models using organization-owned or project-based data
- Custom model-training pipelines
- Transfer learning using pre-trained models
- Configurable training parameters
- Model-performance monitoring
- Precision, recall and accuracy evaluation
- Confusion-matrix visualization
- False-positive and false-negative review
- Model comparison and version management
- Human-in-the-loop model improvement
08 Scalable AI Inference
- Run trained models across new UAV, satellite or sensor datasets
- Batch processing of large imagery collections
- Project-based inference workflows
- Configurable detection thresholds
- GPU-enabled processing where deployed
- Cloud and private-infrastructure scalability
- Automated processing queues
- Model and result version tracking
- GIS-ready output generation
09 GIS Intelligence & Spatial Analytics
- Overlay AI results on satellite imagery and basemaps
- Combine detections with existing GIS layers
- Search and filter results by geography, class or confidence
- Measure distance, area, density and distribution
- Perform proximity and buffer analysis
- Generate heat maps and risk zones
- Link detections with asset records
- Create dashboards, reports and operational alerts
10 Enterprise Integration
- Integration with HelloGeo GIS Suite
- Integration with HelloGeo Command Center
- HelloGeo Digital Twin environments
- Drone and autonomous-station workflows
- WebGIS platforms
- Enterprise asset-management systems
- Spatial databases and data warehouses
- Compatible APIs and third-party applications
11 Deployment Options
- Secure cloud deployment
- Private-cloud deployment
- On-premises installation
- Hybrid infrastructure
- Edge-processing configurations
- Sovereign and restricted-network environments
- Role-based user access
- Configurable data-retention policies
Model performance depends on the dataset, task and deployment conditions. Project-specific validation is required; marketing illustrations are not accuracy evidence.
PROJECT CONTEXTFrom capability
From capability
to useful work.
Operational Workflow
- Upload
UAV, satellite, LiDAR or sensor imagery
- Organize
Data into projects and datasets
- Annotate
Relevant objects and features
- Train
Custom AI model
- Validate
Model accuracy and quality
- Process
Scalable inference pipelines
- Convert
GIS-native intelligence layers
- Analyze
Spatial tools and dashboards
- Share
With GIS, digital twin & command
- Improve
Human feedback loop
Key Applications
- Vehicle, personnel and structure detection
- Perimeter and intrusion monitoring
- Strategic asset identification
- Change detection across sensitive locations
- Border and coastal surveillance
- Multi-source intelligence-layer generation
- Transmission-tower and conductor identification
- Vegetation-encroachment detection
- Solar-panel classification and defect mapping
- Pipeline corridor monitoring
- Substation asset extraction
- Maintenance-priority mapping
- Road, bridge and building extraction
- Construction-progress monitoring
- As-built versus planned comparison
- Pavement and structural-defect identification
- Corridor encroachment analysis
- Automated asset inventories
- Building and road-network classification
- Urban-growth monitoring
- Traffic and parking analysis
- Public-asset mapping
- Waste and environmental monitoring
- Unauthorized-construction detection
- Stockpile and excavation-area classification
- Haul-road extraction
- Safety-zone monitoring
- Equipment and vehicle detection
- Surface-change analysis
- Industrial defect and anomaly mapping
- Crop and vegetation classification
- Plant-health and stress-zone mapping
- Waterbody and drainage extraction
- Forest-cover change detection
- Encroachment and deforestation monitoring
- Flood, fire and disaster-impact assessment
Product content aligned to the HelloGeo official catalogue, reviewed 2026-10-09. Original product catalogue
THE NEXT STEP STARTS WITH A CONVERSATIONBring us the challenge.
Bring us the challenge.
Let’s build the connection.
Your team knows the site. We know the spatial workflow. Together, we can define a practical way forward.
CAMERA INTELLIGENCE / SEPARATELY CONFIGURABLE
Add AI Vision to the workflow.
Configure camera event detection, evidence galleries, reports and Train AI separately. Choose an existing-camera licence, a fixed or vehicle camera kit, or a package with Drone Station.