Services

Maritime Spatial Analysis

Analytical support for projects that require spatial analysis grounded in real-world maritime operations and environmental context.

Typical focus areas include:

• Spatial analysis of vessel activity, waterways, and maritime infrastructure

• Identification of patterns, trends, and spatial relationships in maritime datasets

• Integration of maritime and terrestrial geospatial data sources

• Suitability modeling for operational, environmental, and infrastructure planning contexts

• Translation of complex analytical results into decision-ready outputs

Navigation Safety & Risk Analysis

Support for evaluating navigational risk and operational exposure in waterways, ports, and coastal environments. This service area reflects MSS's deepest area of sustained research — including ongoing development of refined predictive models for vessel incidents such as collisions, allisions, and groundings.

Services may include:

• Predictive modeling of vessel incident likelihood using regression analysis and refined probability frameworks

• Conceptual and quantitative risk analysis for waterways, ports, and coastal infrastructure

• Vessel maneuvering studies and navigational constraint analysis

• Scenario-based spatial evaluation and suitability analysis

• Visualization of risk drivers, contributing factors, and spatial exposure

• Analytical support for waterway planning, port design, and safety assessment contexts

Maritime Domain Awareness & Decision Support

Analytical and geospatial support for understanding vessel activity, traffic patterns, and operational dynamics within a defined maritime domain.

Focus areas include:

• Vessel traffic pattern analysis and anomaly detection

• Integration of AIS and other maritime observation datasets

• Spatial and temporal trend analysis supporting operational awareness

• Development of decision support frameworks tailored to maritime operational contexts

• AI-assisted analytical workflows applied to complex, multi-source maritime datasets

GIS Architecture, Portals & Collaboration

Design and advisory support for scalable GIS environments that enable collaboration and information sharing.

Capabilities include:

• ArcGIS Online and desktop GIS integration and configuration

• Design of GIS portals, applications, and dashboards

• Role-based access considerations and information governance

• Workflow design supporting analysis, visualization, and delivery

Data Architecture & Transformation

Support for the design, transformation, and management of geospatial data to ensure analytical integrity, interoperability, and long-term sustainability across systems and use cases.

Focus areas may include:

• Conceptual and logical spatial data modeling, including schema and attribute design

• Transformation, normalization, and harmonization of multi-source geospatial datasets

• Performance-aware data organization, spatial indexing, and scalability considerations

• Documentation, metadata, and governance practices that support responsible data use

Advisory & Technical Review

Independent, expert review of geospatial methods, assumptions, and analytical approaches.

This may include:

• Review of spatial analysis methodologies and workflows

• Technical feedback on GIS design, architecture, or data strategy

• Second-opinion assessment of analytical approaches or results

• Peer-level review of predictive models, risk frameworks, and decision support tools

Professional Standards & Code of Ethics

Maritime Spatial Solutions is committed to ethical, transparent, and responsible professional practice. All services are conducted with an emphasis on analytical rigor, clear communication of uncertainty and limitations, and respect for professional boundaries.

Maritime Spatial Solutions operates independently of the founder's federal employment and maintains strict separation between client goals and our founder's official duties and access to federal resources, systems, processes, and data. Services do not include regulatory, permitting, or compliance determinations, nor activities that substitute for government decision-making.

Professional conduct is informed by the principles of the GIS Certification Institute (GISCI) Code of Ethics, including objectivity, confidentiality, protection of intellectual property, and the exercise of independent professional judgment.

A formal Code of Ethics & Professional Standards governs all client engagements and is available upon request.