About 4113Engineering

4113Engineering is a specialized engineering firm focused on advancing geospatial data standards and developing innovative solutions for spatial data management. We bridge the gap between complex international standards and practical implementation, enabling organizations to manage their geospatial assets with confidence and compliance.

Through our work with the Open Geospatial Consortium (OGC), SpatioTemporal Asset Catalog (STAC) community, and international standards bodies, we deliver cutting-edge solutions that combine technical excellence with real-world applicability.


Our Expertise

Geospatial Standards


Deep expertise in ISO 19115, ISO 19115-4, OGC standards, and W3C PROV for comprehensive geospatial metadata and provenance management.

STAC Extensions


Development and implementation of SpatioTemporal Asset Catalog extensions for specialized use cases including liability tracking, claims management, and data quality reporting.

OGC Compliance

Ensuring compliance with OGC Building Blocks standards and facilitating interoperability across geospatial systems and platforms.

Data Quality & Lineage


Comprehensive data quality frameworks implementing ISO 19115 completeness, accuracy, and lineage specifications with full provenance tracking.

Semantic Web Integration


Bridging geospatial and semantic web communities through W3C PROV integration, enabling SPARQL queries and Linked Data platforms.

Liability & Claims Management


Specialized solutions for tracking environmental incidents, insurance claims, and legal compliance related to spatial data assets.

Featured Projects

A comprehensive STAC extension providing fields for documenting liability information and claims associated with geospatial data. Supports environmental liability tracking, insurance claims management, legal compliance, and damage assessment.

  • ISO 19115 and ISO 19115-4 compliant data quality reporting
  • W3C PROV provenance model support for semantic web integration
  • Enhanced lineage support with full traceability
  • Compatible with NASA UMM and OGC TrainingDML-AI standards
  • DGIWG quality elements for defence geospatial data

A comprehensive geospatial platform for creating shared situational awareness across teams and organizations. Provides real-time visualization and analysis of spatial data for operational decision-making.

4113Engineering is partner of the AIDGGS project contributing in the definition of the COP to merge geospatial trusted data and data derived from Retrieval Augmented Generation on Large Language Models.

Free available Qgis plugin on Github.

A platform for sharing and distributing Common Operating Picture data across organizations and teams. Facilitates collaborative geospatial intelligence and situational awareness through secure data sharing mechanisms and standardized formats.

Standards & Compliance

We work with leading international standards to ensure interoperability and compliance across geospatial systems

ISO 19115 / 19115-4

Geographic information metadata standards including imagery and gridded data extensions

OGC Standards

Open Geospatial Consortium Building Blocks and API specifications

W3C PROV

Provenance model for semantic web integration and linked data

STAC Specification

SpatioTemporal Asset Catalog for cloud-native geospatial metadata

NASA UMM

Unified Metadata Model compatibility for earth science data

DGIWG

Defence Geospatial Information Working Group quality standards

Technical Capabilities

Data Quality Management
  • Completeness and logical consistency assessment
  • Positional, temporal, and thematic accuracy evaluation
  • Radiometric accuracy and sensor quality analysis
  • Cloud coverage and environmental factor tracking
  • Attribute accuracy and topological consistency validation
Provenance & Lineage
  • Complete processing chain documentation
  • Source data identification and traceability
  • Algorithm and parameter tracking
  • Processor and organization attribution
  • Temporal tracking of data transformations
Integration Services
  • SPARQL query support for linked data platforms
  • JSON-LD context for semantic web compatibility
  • API integration with STAC catalogs
  • Crosswalk mapping between metadata standards
  • Schema validation and compliance checking

Use Cases

Environmental Liability Tracking

Document environmental incidents, track affected geographic areas, and manage associated claims with full spatial and temporal context.

Insurance Claims Management

Link geospatial data with insurance claims, coverage information, and damage assessments for efficient claims processing.

Legal Compliance & Jurisdiction

Track legal jurisdictions, responsible parties, resolution status, and maintain comprehensive audit trails for regulatory compliance.

Earth Observation Quality

Implement comprehensive quality reporting for satellite imagery and remote sensing data with ISO 19115-4 compliance.

Defense & Security Applications

Apply DGIWG quality standards for defense geospatial information with absolute and relative positional accuracy requirements.

ML Training Data Provenance

Track provenance and quality metadata for machine learning training datasets with OGC TrainingDML-AI compatibility.