What Gaussian Solutions does

Gaussian Solutions LLC is a Seattle-based, privately held professional services and technology company that builds software for geospatial analysis and transit data modernization, with an emphasis on pedestrian and bicycle infrastructure. Founded in 2016 and operating as a remote-first team of 1-10, the company targets transit agencies, city planning departments, university labs, and companies that work with geospatial data, addressing the scarcity of comprehensive, standardized pedestrian pathway datasets in the U.S.

The company's core technology, PRISM-AI (Pedestrian Routing Infrastructure and Street Mapping AI), is a custom deep neural network pipeline that combines graph hypothesis generation from road networks, custom semantic segmentation of aerial imagery, and fusion/optimization to produce connected, routable pedestrian pathway graphs at city scale—reported as roughly 100x faster than manual mapping. PRISM-AI's outputs feed Waylytyx, a customer-facing platform for pedestrian-centric data generation, visualization, and analysis, and underpin the Transportation Data Exchange Initiative (TDEI), a multi-component data infrastructure (TDEI Core, TDEI Workspaces, TDEI Portal) developed under a U.S. Department of Transportation ITS4US "Complete Trip" deployment and a Washington State legislative directive, with demonstration applications AccessMap, Walksheds, and GoInfoGame.

Gaussian Solutions monetizes through quote-based professional services—geospatial analysis, transit data consulting (GTFS, GTFS-Flex, GTFS-Pathways, OpenSidewalks), cloud deployment of research projects, data pipeline engineering, mobile app development, and program management—supplemented by Waylytyx platform access and training. Named engagements include the University of Washington's Taskar Center for Accessible Technology, King County, Snohomish County, Walla Walla County, Multnomah County (Oregon), and primed work in Baltimore County and Montgomery County (Maryland). The firm has no disclosed institutional funding and no published revenue, pricing, or headcount beyond its 1-10 employee range.

Name

Gaussian Solutions

Legal name

Gaussian Solutions LLC

Website

https://gaussiansolutions.com

Company type

Private

Founded year

2016

Operating status

Operating

Headcount range

1–10 employees

Short description

Gaussian Solutions builds AI-powered geospatial software—centered on its PRISM-AI computer vision model and Waylytyx platform—that maps and analyzes pedestrian infrastructure, serving U.S. transit agencies, city planners, and university research labs.

Ownership category

akta.pro rank

Product category

Pedestrian Infrastructure Mapping Software

NAICS

Computer Systems Design and Related Services (54151), Urban Transit Systems (4851)

SIC

Transportation Services (4700), Services-Computer Integrated Systems Design (7373), Services-Computer Programming, Data Processing, Etc. (7370)

akta.pro primary industry

Transit, Traffic & Mobility Data Platforms (BPAMANAH)

akta.pro secondary industries

GIS & Spatial Data Management Platforms (BPAMANAK), Satellite Imagery & Remote Sensing Geospatial Platforms (BPAMANAM)

Keywords

• Pedestrian infrastructure mapping
• Geospatial analysis services
• Transit data standards
• Computer vision mapping
• Cloud-native GIS

Headquarters

HQ city

Seattle

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Personnel, Technology or R&D, Operations, Marketing or Sales, Infrastructure

Revenue model

1. Professional Services - Geospatial Analysis: Consulting and professional services for geospatial analysis using satellite imagery and data from OpenStreetMap, Mapbox, and Bing imagery to provide insights to clients.
2. Transit Data Consulting: Expertise in transit data standards like GTFS, GTFS-Flex, GTFS-Pathways, OpenStreetmap, and OpenSidewalks to help clients navigate complexities of transit data.
3. Cloud Deployment Services: Seamless productionizing and cloud deployment of research projects from universities and startups, helping research reach wider audiences.
4. Data Pipeline Development: Building robust pipelines for data ingestion, validation, and transformation with focus on AI and transit-related applications.
5. Mobile App Development: Building elegant and accessible mobile applications for iOS, Android, and cross-platform solutions leveraging geospatial and transit data standards.
6. Program Management Services: Leading and streamlining software projects from planning to execution to successful delivery.
7. Waylytyx Platform Licensing/Training: Platform offering necessary training to leverage pedestrian centric data analysis tools, combined with data generation and visualization capabilities.

Go-to-market motion1 record

Distribution channels3 records

Marketing channels4 records

Core offering

Gaussian Solutions develops cloud-native software for pedestrian infrastructure mapping and transit data modernization, with PRISM-AI converting aerial imagery into routable pedestrian network graphs at ~100x manual speed. The Waylytyx platform and the Transportation Data Exchange Initiative (TDEI) deliver standards-based data analysis, exchange, and demonstration applications (AccessMap, Walksheds, GoInfoGame). Professional services — geospatial analysis, transit data consulting, cloud deployment, data pipelines, mobile app development, and program management — wrap the software for transit agencies, university labs, and geospatial firms.

Product overview

Gaussian Solutions is a product and services company modernizing geospatial analysis and transit data pipelines. The core product portfolio centers on pedestrian infrastructure mapping and analysis. PRISM-AI is the foundational AI technology that uses computer vision to map pedestrian networks at massive scale from aerial imagery. Waylytyx is the customer-facing platform for pedestrian-centric data analysis, visualization, and training. The company also operates the Transportation Data Exchange Initiative (TDEI), a data infrastructure project providing standards-based data exchange through TDEI Core and TDEI Workspaces, supported by demonstration applications including AccessMap, Walksheds, and GoInfoGame. Complementing the product suite are professional services in geospatial analysis, transit data expertise, cloud deployment, data pipelines, mobile app development, and program management.

Differentiator

Problem solved

Functional benefit

Brands

• Waylytyx: A powerful platform to generate sidewalks data, visualize, combine and analyze it with other datasets. Helps cities and transit agencies analyze their pedestrian infrastructure for equity, accessibility, and public right of way.

Products and services

• PRISM-AI (Pedestrian Routing Infrastructure and Street Mapping AI) Cloud-native AI product that ingests aerial imagery and existing road network data (e.g., OpenStreetMap) through graph hypothesis generation, custom semantic segmentation, and fusion/optimization to produce routable pedestrian network graphs at city scale. Intended for transit agencies, city planners, and geospatial firms that need automated sidewalk and crossing datasets.
• Waylytyx One-stop platform for pedestrian-centric data analysis that helps cities and transit agencies analyze pedestrian infrastructure for equity, accessibility, and public right of way. Generates sidewalk data, visualizes, combines and analyzes it with other datasets, and includes training to leverage the tools.
• Transportation Data Exchange Initiative (TDEI) Initiative product that builds a shared, interoperable data infrastructure for pedestrian and transit data, including the TDEI Core data repository with quality metrics and TDEI Workspaces for collaborative editing and validation. Designed for transit agencies, accessibility advocates, and mobility researchers.
• TDEI Portal Central data access platform for discovering, searching, and downloading standardized and interoperable pedestrian transit datasets contributed by multiple generators and consumers.
• AccessMap Demonstration routing application that uses pedestrian data to deliver accessibility-focused navigation for people with disabilities, older adults, and other vulnerable populations.
• Walksheds Equity analysis demonstration application combining pedestrian datasets to support routing and accessibility analysis for urban planning and equity-focused decision-making.
• GoInfoGame Mobile application used for on-ground auditing and corrections of pedestrian infrastructure data, enabling field verification of sidewalk and crossing information.
• Walla Walla County Pedestrian Infrastructure Data Released pedestrian infrastructure dataset covering sidewalks, crossings, and pedestrian assets within Walla Walla County, deliverable for use in equity, accessibility, and walkability analyses.
• Multnomah County Pedestrian Infrastructure Data Released pedestrian infrastructure dataset covering sidewalks, crossings, and pedestrian assets within Multnomah County, Oregon, for use in regional pedestrian network and equity analyses.
• King County Pedestrian Infrastructure Data Released pedestrian infrastructure dataset covering sidewalks, crossings, and pedestrian assets within King County, Washington, for use in regional pedestrian network and accessibility analyses.
• Geospatial Analysis Services Professional service providing cutting-edge geospatial analysis that leverages satellite imagery and data sources such as OpenStreetMap, Mapbox, and Bing imagery to deliver location-based insights for client projects.
• Transit Data Consulting Professional service applying deep expertise in transit data standards (GTFS, GTFS-Flex, GTFS-Pathways, OpenStreetMap, OpenSidewalks) to help clients navigate transit data complexity and unlock its potential.
• Cloud Deployment Services Professional service that productionizes and deploys research projects from universities and startups to the cloud, enabling real-world impact and broader reach.
• Data Pipeline Development Services Professional service building robust data pipelines for ingestion, validation, and transformation, with particular focus on supporting AI and transit-related applications.
• Mobile App Development Services Professional service building elegant, accessible mobile applications for iOS, Android, and cross-platform environments that leverage geospatial and transit data standards.
• Program Management Services Professional service providing program leadership and delivery for software projects, from planning through execution to successful delivery.

Quantifiable outcome

• 100x faster pedestrian infrastructure mapping compared to manual efforts
• +3 more outcomes

Named customers6 records

Segments3 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability4 records

Feature5 records

Partnerships

Three partnerships are on record, tiered core and flagship.

• Taskar Center for Accessible Technology, University of WashingtoncoreStrategic or Co-development PartnerLong-term strategic partnership with the Taskar Center for Accessible Technology at Paul G Allen School of Engineering for AI-powered pedestrian infrastructure mapping. Gaussian Solutions developed PRISM-AI technology used in collaborative projects including the Unified Open Sidewalks Dataset for Washington State and Transportation Data Exchange Initiative (TDEI).
• Washington State Transportation CentercoreStrategic or Co-development PartnerCollaboration with Washington State Transportation Center in the Transportation Data Exchange Initiative (TDEI) to address inequities in transportation data and travel information through enhanced data standards, tools and data infrastructure.
• U.S. Department of Transportation (USDoT)flagshipStrategic or Co-development PartnerTDEI project sponsored by The Complete Trip, an ITS4US Deployment Program from USDoT. The initiative aims to enable mobility equity by creating an interoperable, shared data infrastructure to fill gaps in current transportation data.

Scale indicators4 records

Recent moves6 records

Expansion highlights6 records

Broad incumbents

• Esri: Dominant GIS platform (ArcGIS) used by most US transit agencies and city planning departments; offers pedestrian and transit network capabilities as part of a broad geospatial portfolio, making it the most established competitor for Gaussian's customer base.
• Mapbox: Mapping and location platform providing tiles, SDKs, and mobility data products to developers and enterprises — comparable to Gaussian's map-based platform work and a potential channel partner or competitor for pedestrian-network data products.
• INRIX: Mobility intelligence and traffic data platform serving cities and transportation agencies worldwide — comparable to Gaussian in serving transportation planning customers with network and movement data, though with a much broader portfolio.
• HERE Technologies: Global mapping and location data provider with pedestrian and transit data products serving automotive, logistics, and public-sector customers — comparable as a broad incumbent in the mobility data space.

Direct peers

• StreetLight Data: Mobility and transportation data analytics platform using location-based data to measure multimodal travel patterns — directly comparable to Gaussian's pedestrian and bike infrastructure analytics for planning agencies.
• Remix (Via Transportation): Transit planning and data analytics platform acquired by Via, serving transit agencies with multimodal network design, accessibility analysis, and ridership data — directly comparable to Gaussian's transit-agency and pedestrian-network tooling.
• Swiftly: Real-time and historical transit data analytics platform for agencies, focused on GTFS data quality and operational performance — overlapping with Gaussian's transit data expertise and government customer base.
• Conveyal: Accessibility-focused transit planning and analysis firm (originators of OpenTripPlanner), with deep expertise in GTFS data and accessibility scoring — overlaps with Gaussian's OpenSidewalks and accessibility-focused pedestrian routing work.

Emerging players

• Populus: Mobility data platform focused on shared mobility, curb management, and transportation demand for cities — an emerging player with overlapping public-sector customer base and partial overlap with Gaussian's pedestrian/transit data work.

Others

• Toole Design Group: Transportation planning and engineering firm specializing in bicycle, pedestrian, and multimodal infrastructure for public agencies — comparable as a services-side peer that works in the same pedestrian planning space, though primarily as a professional-services firm rather than a software vendor.

Market position

Strengths4 records

Weaknesses5 records

Competitive moat4 records

Key risks6 records

Key highlights6 records

Customer concentration

• LinkedInlinkedin.com/company/gaussian-solutions-llc

Revenue estimate

Valuation estimate

Number of profiles

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Gaussian Solutions