Analytics

Move from Data to Decisions in Minutes with MapLarge's Drag-and-Drop Analytics and Automation APIs

MapLarge provides a library of analytic functions powered by MapLarge's multi-model database that integrates relational, graph, geospatial, key value pair, document model, object store, and raster store representations from enterprise data lakes. In addition, the platform integrates custom, open source, commercial and/or government off-the-shelf analytics in GIS workflows.

Fast-Track Your Analysis Efforts with Out of the Box Analytics and Workflows

Enterprise operations require high-performance multi-source analytics both out of the box and with the flexibility to independently integrate or develop multi-source analytic capabilities. Users may dynamically query the data, explore logical relationships with graph query support, and establish centralized tooling from disparate data sources for a wide variety of operational use cases.

Space-Time Cube Aggregate
Spatial Grid Aggregate
Compare & Contrast Grid
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Find Dwell Acivity
Objects to Tracks
Tracks to Objects
Find Origin and Destination
Find Intersectinon Events
Create Track Segments
Find Tracks Along Paths
Calculate Distribution Statistics
Generate Blank Grid
Point to Line
Point to Poly
Compare Two Column Values
Object Co-Dwell
Find Dwells Near/ Far From Objects
Compare Time Periods
Normalcy
Rolling Baseline Comparison
Object Association Graph
MapLarge's Out of the Box Analytic Toolkit supports analytics in multiple domains ranging from land, sea, air, space, indoor, and logical graphs. Capabilities include advanced GIS and track analytics using dynamic sensor data such as GPS, AIS, ADS-B, Imagery, FMV, SAR, LiDAR and more.
MapLarge integrates with a variety of analytic tools common in the Public and Private sectors. In this example, MapLarge extends Google Earth's capability with a bi-directional integration allowing Google Earth to view, style, and interactively filter billions of records, which exceeds its native capabilities. MapLarge also supports many other mapping API integrations like Google Maps, Bing Maps, MapBox, ArcGIS, Cesium, QGIS, ATAK, and any OGC compatible client.
COLLECT DATA
Edit Any Record at Scale
Edit Any Record at Scale
Works Offline with Synchronization
Works Offline with Synchronization
ADVANCED GEO ANALYSIS
Loitering
Loitering
Pathing / Routing
Pathing/
Routing
Rendezvous
Rendezvous
Track Analytics
Track
Analytics

Enhance Your Tool Set, Including Open Source, Commercial, & Government Off The Shelf

A Bring-Your-Own paradigm enables MapLarge users to integrate data, analytics, and visualizations of their choosing in a workflow to encapsulate tradecraft and improve performance limitations of 3rd party tools. Enterprises may employ the MapLarge Platform as an ephemeral fast client for rapid visualization of ad hoc federated queries. MapLarge provides bidirectional integrations with all major clouds including Azure, AWS, Google Cloud, OpenShift, Kubernetes and Docker. Application level integrations include support for ArcGIS Pro, Google Earth, Tableau, PowerBI, Qlik, Analyst Notebook, JEMA, ATAK and more.

COLLECT DATA
Edit Any Record at Scale
Edit Any Record at Scale
Works Offline with Synchronization
Works Offline with Synchronization
ADVANCED GEO ANALYSIS
Loitering
Loitering
Pathing / Routing
Pathing/
Routing
Rendezvous
Rendezvous
Track Analytics
Track
Analytics

Enrich Your Data Assets with Data Preparation, Joins, & Data Models

MapLarge implements a high-performance distributed column store, capable of using multiple data representations and indexes within a single table. These columnar representations and indexing strategies are specifically engineered to provide high-throughput ingest and responsiveness to query requests.

REAL TIME MULTI SOURCE
Streaming Real Time Sources
Streaming Real Time Sources
Multi Source Analysis and Alerting
Multi Source Analysis & Alerting
ACTIVITY BASED INTELLIGENCE MODELING
Object Detection & Modeling
Object Detection & Modeling
Automatic Event Based Collection
Automatic Event Based Collection
This MapLarge solution is an automated workflow using activity models to trigger multi-sensor coincident collection analytics. Automated processing helps determine vessel rendezvous and co-loiter activities on global observations for human adjudication.
REAL TIME MULTI SOURCE
Multi Source Analysis and Alerting
Multi Source Analysis & Alerting
Streaming Real Time Sources
Streaming Real Time Sources
This commercial space mission planner evaluates access to static and dynamic terrestrial targets. Target access includes previously imaged areas to determine time to the next update and allow filtering on cloud coverage. Several disparate satellite constellations are evaluated for coincident multi-source collection to all targets globally. API calls to external services provide imagery snapshot views.
MULTIDATA TYPES (PHENOMENOLOGY)
Visible
Visible
Hyperspectral
Hyperspectral
SAR
SAR
Multi Spectrum RF
Multi Spectrum RF

Use Every Record and Every Pixel to Improve User Effectiveness

MapLarge’s analytic building blocks provide integrated high performance visual workflows that use every record and every pixel of siloed multi-source data. This approach provides rich high-resolution views of live data as the user interactively applies geospatial operations and analytics.

MULTIDATA TYPES (PHENOMENOLOGY)
Visible
Visible
Hyperspectral
Hyperspectral
SAR
SAR
Multi Spectrum RF
Multi Spectrum RF

Dashboards
Dashboards
Analytics
Analytics
Alerting Framework
Alerting Framework
ETL Processing
ETL Processing
Sharing & Collaboration
Sharing and Collaboration
Task Management
Task Management
Mapping Engine
Mapping Engine
Streaming Ingest
Streaming Ingest
Multi-Model Database
Multi-Model Database
Extensibility
Extensibility
Machine Learning Ops
Machine Learning Ops
Security Administration
Security Administration

Platform for Building Geospatial and IoT Applications