GeoAnalytics Platform (GeoAP)
Ready-made platform to build your AI-powered geoanalytical solutions
Pre-build components for instant geoanalytics solutions development
Geo Analytics platform
GeoAP is a comprehensive solution with ready-made modules that allow quickly create, deploy, and operate your own SaaS products for AI-powered geospatial analytics.
The platform is designed for:
- Searching and downloading the satellite imagery required for each analytical request.
- Running geoanalytical models and processing satellite data for accurate and efficient geospatial analytics.
- Visualizing data on the map with distinct layers and a feature-rich UI that includes dashboards, color schemes, and more.
Architecture
GeoAP architecture comprises several modules designed to easily guide you through all the steps of acquiring fast and scalable geoanalytics. The platform is built on a solid architecture using Kubernetes, enabling downloading imagery from various sources, scalable image processing, and geospatial MLOps with the capability of model orchestration for complex sequent analysis.
Main modules
Imagery downloader
Finds and downloads the required satellite data for the chosen Area of Interest (AoI) ready for processing with AI and CV tools.
Satellite data we work with
Visible
Google Earth
sar imagery
Sentinel 1, Iceye
hyperspectral
Hyperion, Prisma
multispectral
Landsat, Sentinel 2, SkySat, PlanetScopeTakes
- GeoJSON
- SHP files
- A set of coordinates
you get
- A small-sized preview image for the whole given AoI
- The most up-to-date geospatial data fully covering the given AoI
Model executor (MLOps)
Conducts the required geospatial analysis by running your custom or purchased geospatial data models (simplified representations of physical entities) on Jupyter Notebook (a web-based interactive computing platform).
MODEL ORCHESTRATION for a complex sequent analysis. Takes a set of geodata models and executes them one by one, processing each next model on the results of the previous one.
Takes
- data from the Image
- downloader
- geospatial data models
you get
- vector or raster tiles (depending on the model) displayed in the Map Viewer
Map viewer
Stores actionable insights to help you with further decision-making. Basically, an intuitive dashboard with the results of your geospatial analysis. In addition, provides the ability to configure notifications via your favourite messengers
Takes
- map tiles generated by Model Executor
you get
- data visualization and analytical reports for each chosen AoI
BILLING
The component is designed to collect service usage statistics and monetize the service. Billing is based on requests and takes into account area size and model type. Additionally, it offers a trial period and provides personal discounts for users.
USER MANAGEMENT
The user management system encompasses the entire user management life cycle. It includes convenient registration, user cabinet, wallet, service usage log, and financial transaction monitoring.
SYSTEM HEALTH MONITORING
GeoAP offers two deployment options: a Docker multi-container environment (open source version) or Kubernetes (enterprise version) for unlimited scalability support.
An embedded messaging system allows administrators and users to receive notifications in case of specific issues, along with troubleshooting suggestions, to facilitate proper issue resolution.
Need high-qualitysatellite data?
Support services
Integration
We will help you seamlessly integrate GeoAP into your internal ecosystem, ensuring system compatibility.Education
We will educate your employees to operate GeoAP functional modules to achieve the desired results.Customization
We will develop custom geo models to cover your specific business needs and customize the GUI view.
Why geoap
For scaling
performance
Scale seamlessly with Kubernetes.
For processing
imagery
From various sources within one platform.
For a more
accurate output
With configurable data preprocessing.
For complex
sequent analysis
Including deep learning model execution.
For easy model
administration
And execution with Jupyter notebooks.
For reducing time
and budget
On geo solutions development by 60%
Use cases
urban planning
& Construction
Create truthful to ground conditions base maps for graphical reference and assistance, support for planners and engineers.
Forestry
Environment observation
Easily monitor your timber lifecycle to improve management operations and quickly respond to illegal logging, diseases or natural disasters.
land-usage
management
Use the capabilities of our platform to rapidly and effectively detect, monitor and analyze changes in land use.
precision
Agriculture
Utilize actionable insights based on a deep analysis of historical and current time data to increase yield performance.
finance & insurance:
Disaster monitoring
Get the most out of your data: be aware of potential risks with conscious insights delivery
energy
& Mineral mapping
Improve operational efficiency, manage risks, and assess competitor activity in near real-time with remote sensing-based spectral analysis
Talk to our experts
Let’s discuss how Quantum can enhance your geoanalytics with AI and machine learning