Comprehensive Geospatial Intelligence Features

Everything you need to discover, process, and analyze geospatial data at enterprise scale

🔍 Discovery

Unified Data Discovery

Search across all your data sources from a single, powerful interface. No more jumping between systems or losing track of critical assets.

Key Features

  • 18+ Data Source Plugins: PostgreSQL, MySQL, BigQuery, MongoDB, Kafka, S3, and more
  • Full-Text Search: Lightning-fast search with metadata filters and boolean logic
  • Smart Filters: Filter by asset type, owner, tags, schema, and custom metadata
  • Geospatial Search: Find assets by location, bounding box, or spatial relationships
  • Schema Discovery: Automatic detection of JSON Schema, Avro, Protobuf, and more

Supported Data Sources

Databases

PostgreSQL MySQL BigQuery ClickHouse MongoDB

Streaming

Kafka AWS SQS AWS SNS AsyncAPI

Cloud Storage

AWS S3 Google Cloud Storage Azure Blob

Pipelines

Airflow DBT OpenAPI
🔍
📸
Site_A_Orthophoto_2024.tif

Orthophoto • 4.2 GB • Updated 2 days ago

🗺️
DEM_Site_A_10cm.tif

Digital Elevation Model • 1.8 GB • Updated 2 days ago

☁️
PointCloud_Site_A.laz

Point Cloud • 12.5 GB • Updated 2 days ago

"Generate an orthophoto from the drone images in S3 bucket site-a-raw, then create a 10cm DEM and export both to GeoTIFF"

✓ I'll create a workflow for you:

1. Fetch images from S3
2. Run MicMac photogrammetry
3. Generate orthophoto
4. Create 10cm DEM
5. Export to GeoTIFF
🤖 AI Processing

AI-Powered Workflow Orchestration

Describe what you need in plain English. Our AI assistants create production-ready workflows automatically—no coding required.

MCP Tools for AI Assistants

  • discover_data: Search and browse all cataloged assets
  • find_ownership: Find asset owners or what a user/team owns
  • list_cli_tools: Discover cataloged CLI tools
  • execute_cli_tool: Execute tools with arguments
  • generate_airflow_dag: Auto-generate orchestration workflows

Natural Language Processing

  • Describe workflows in plain English
  • AI translates to executable Airflow DAGs
  • Automatic parameter validation and optimization
  • Integration with Claude, GPT, and other AI assistants
📸 Photogrammetry

Drone Imagery Processing

Transform raw drone imagery into production-ready geospatial products with MicMac.NET integration.

Output Products

  • Orthophotos: Geometrically corrected aerial imagery
  • Digital Elevation Models (DEM): High-resolution terrain models
  • Digital Surface Models (DSM): Surface including buildings and vegetation
  • Point Clouds: 3D point data in LAZ format
  • 3D Models: Textured mesh models in OBJ format

Processing Pipeline

  • Automatic image quality assessment
  • Camera calibration and orientation
  • Dense point cloud generation
  • Mesh reconstruction and texturing
  • Automatic georeferencing with GCPs
📷
Raw Images
→
⚙️
MicMac Processing
→
🗺️
Orthophoto
→
📊
DEM/DSM
→
☁️
Point Cloud
1000x
Larger Datasets
Petabyte
Scale Processing
Real-time
Query Response
⚡ Analytics

Hyperscale Geospatial Analytics

Process petabyte-scale geospatial datasets with Apache Spark and Sedona. Handle workloads 1000x larger than traditional GIS.

Capabilities

  • Apache Spark: Distributed processing across clusters
  • Sedona/GeoTrellis: Spatial operations at scale
  • Spark ML: Machine learning on geospatial data
  • Real-time Streaming: Process live geospatial streams

Use Cases

  • Continental-scale land cover classification
  • Real-time vehicle tracking and routing
  • Climate change impact analysis
  • Urban growth modeling and prediction
🔗 Lineage

Complete Data Lineage

Track every transformation from source to output. Understand data flows, dependencies, and impact analysis.

Features

  • OpenLineage Compatible: Industry-standard lineage events
  • Visual Dependency Graphs: Interactive lineage visualization
  • Impact Analysis: See downstream effects of changes
  • Automatic Tracking: Capture lineage from Airflow, Spark, DBT
Raw Data
Transform
Aggregate
Final Output
🔐 OAuth2/OIDC
👥 RBAC
📝 Audit Logging
🔒 Encryption
🔑 Secrets Management
✅ Compliance
🛡️ Security

Enterprise-Grade Security

Protect sensitive geospatial data with comprehensive security controls and compliance features.

Security Features

  • OAuth2/OIDC: Enterprise SSO integration
  • RBAC: Fine-grained role-based access control
  • Audit Logging: Complete activity tracking
  • Encryption: Data at rest and in transit
  • Secrets Management: Secure credential storage

Ready to Experience These Features?

See how TMG Geospatial Intelligence Platform can transform your workflows

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