What Hobu does

Hobu, Inc. is a privately held open source geospatial software firm headquartered in Iowa City, Iowa, with a distributed engineering team of six based in Iowa City, Portland, and Minneapolis. The company develops and maintains a portfolio of LiDAR and point cloud processing technologies — most notably PDAL (Point Data Abstraction Library), COPC (Cloud Optimized Point Cloud), Entwine, and SilviMetric — and has shaped several of these standards through long-term stewardship. Hobu also builds Eptium, a proprietary React/Cesium browser-based viewer for COPC and COG point cloud visualization, which is monetized via four commercial licensing models.

The company's revenue is generated through three streams: (1) Access Hobu, a developer support subscription at $2,000/month or $20,000/year providing real-time expert assistance via Slack or Teams; (2) Eptium commercial software licensing, with tiered one-time fees ranging from $5,000 to $25,000 plus optional annual update subscriptions; and (3) custom development and consulting engagements with a $20,000 minimum contract size. All sales are conducted via direct email outreach ([email protected]) with purchase order processing, reflecting an enterprise/developer-led GTM motion underpinned by the company's open source community presence.

Hobu serves geospatial software developers and engineers, government and research organizations managing large-scale point cloud datasets, and enterprise application builders integrating COPC and Cesium visualizations. The customer base is global in reach but unsegmented beyond use case, and the firm has no disclosed funding, parent company, or institutional investors, operating as a bootstrapped niche consultancy-plus-software vendor with high domain authority in open source LiDAR tooling.

Name

Hobu

Legal name

Hobu, Inc.

Website

https://hobu.co

Company type

Private

Founded year

2001

Operating status

Operating

Headcount range

1–10 employees

Short description

Hobu, Inc. is a privately held open source geospatial software company that develops and supports LiDAR and point cloud processing tools (PDAL, COPC, Entwine, Eptium, SilviMetric) and monetizes its expertise through subscriptions, commercial licensing, and consulting for geospatial developers and enterprise data organizations.

Ownership category

akta.pro rank

Headquarters

HQ city

Iowa City

HQ country

United States

HQ region

North America

Offices3 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

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

Revenue model

1. Access Hobu Developer Support Subscription: Monthly or annual subscription providing real-time developer support from Hobu experts via Slack/Teams, bug fixing, documentation, open source debugging, and roadmap consultation for open source geospatial tools including PDAL, Entwine, Eptium, GDAL, and COPC
2. Eptium Software Licensing: Commercial licensing of Eptium React/Cesium application with four models: Model A (full source, $25k + $5k/yr), Model B (binary with styling, $5k + $1k/yr), Model C (Cesium integration classes, perpetual), Model D (source components, $25k)
3. Custom Development and Consulting: Hourly-based development activities with $20,000 contract minimum. Includes consulting on point cloud challenges, data organization for national-scale data, visualization options, cloud computing engineering support, and computing efficiency optimization

Pricing tiers

Go-to-market motion3 records

Distribution channels4 records

Marketing channels5 records

Core offering

Hobu, Inc. develops and maintains a portfolio of open source geospatial and LiDAR point cloud processing technologies, including PDAL, COPC, Entwine, and SilviMetric, and provides commercial Eptium browser-based visualization software. The company also sells Access Hobu, a subscription-based developer support service delivering real-time expert assistance over Slack/Teams, plus custom consulting and development work for organizations working with point cloud and geospatial data.

Product overview

Hobu is an open source geospatial software company that develops and supports a portfolio of LiDAR and point cloud processing technologies. The core offerings include PDAL (point data abstraction library), COPC (cloud optimized point cloud format), Eptium (browser-based COPC viewer with Cesium interop), Entwine (point cloud indexing), and SilviMetric (forestry analysis). Supporting tools include viewer.copc.io and validate.copc.io for browser-based visualization and validation, plus moonlidar.com for NASA lunar data visualization. Eptium is available under four commercial licensing models (source code access, binary, Cesium plugin, or source plugin). Hobu also offers Access Hobu, a subscription-based developer support service providing real-time expert assistance and open source support activities for $2,000/month. The company maintains involvement with related open source projects including GDAL, PROJ, GEOS, MapServer, Shapely, libspatialindex, and Rtree.

Differentiator

Problem solved

Functional benefit

Brands

• Access Hobu: Month-to-month subscription service for developer support from Hobu team, including real-time assistance over Slack/Teams, bug fixing, documentation, open source debugging and packaging support at $2,000 monthly or $20,000 annual.
• Eptium
• PDAL
• COPC
• Entwine
• SilviMetric

Products and services

• PDAL (Point Data Abstraction Library) Open source point cloud data abstraction library for reading, writing, and processing point cloud data from various formats, for geospatial software developers and engineers.
• COPC (Cloud Optimized Point Cloud) Cloud-optimized point cloud format specification that enables efficient streaming and visualization of lidar data in cloud environments, for organizations managing LiDAR and geospatial datasets.
• Eptium Browser-based COPC and COG viewer application providing Cesium interop with complete lidar point cloud interaction capabilities that can be extended with custom applications; commercially licensed.
• Entwine Open source point cloud indexing library for massive scale data organization and visualization, including national-scale datasets.
• SilviMetric Open source forestry and silviculture metric analysis tool for processing and analyzing forest-related point cloud data.
• validate.copc.io Online tool for COPC validation and visualization of cloud-optimized point cloud files.
• moonlidar.com Large-scale visualization platform displaying NASA LOLA (Lunar Orbiter Laser Altimeter) lunar mission point cloud data.
• Access Hobu Subscription service providing real-time developer support from Hobu's open source geospatial experts via Slack or Teams, including bug fixing, documentation, debugging, and consulting on point cloud challenges.
• Custom Development and Consulting Custom consulting and development services covering point cloud data organization, visualization options, cloud computing engineering support, and computing efficiency optimization, billed hourly with a $20,000 minimum contract.

Segments3 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration1 record

Feature8 records

Partnerships

Five partnerships are on record, tiered core, major and notable.

• PDAL CommunitycoreOthersHobu is the primary support organization for PDAL (Point Data Abstraction Library), the foundational open source point cloud processing library. This long-standing relationship involves maintaining the project, providing support, and driving development roadmap.
• COPC.iocoreTechnology or IntegrationHobu is the primary support organization for Cloud Optimized Point Cloud (COPC) standards and specification, providing validation tools (validate.copc.io) and browser-based viewers (viewer.copc.io).
• Entwine ProjectcoreTechnology or IntegrationHobu is the primary support organization for Entwine, a point cloud data organization system designed for scalable visualization of large datasets including national-scale data.
• CesiummajorTechnology or IntegrationEptium provides React and Cesium interop for COPC and COG point cloud visualization. The application integrates Cesium's 3D geospatial platform with Hobu's point cloud technologies.
• NASAnotableTechnology or IntegrationHobu developed moonlidar.com for large scale visualization of NASA LOLA (Lunar Orbiter Laser Altimeter) mission data, demonstrating technical capability with space-based LiDAR datasets.

Scale indicators3 records

Recent moves6 records

Expansion highlights5 records

Emerging players

• OpenDroneMap: OpenDroneMap is an open source ecosystem for drone imagery and point cloud processing. It is an emerging player with partial overlap in open source geospatial and point cloud tooling, addressing a related developer audience.

Broad incumbents

• Esri: Esri is the dominant GIS software vendor through ArcGIS, which increasingly incorporates LiDAR and point cloud capabilities. As a broad incumbent, Esri competes for the same enterprise geospatial budget that Hobu's customers draw from, but with a much wider product portfolio.
• Trimble: Trimble operates across geospatial hardware and software, including LiDAR capture systems and processing software. It competes with Hobu indirectly through its end-to-end geospatial workflows, particularly in surveying and construction.
• Autodesk: Autodesk's ReCap and AutoCAD products handle point cloud processing for AEC and manufacturing customers. It is a broad incumbent with overlapping point cloud visualization and processing capability, though not focused on the open source developer segment Hobu serves.
• Bentley Systems: Bentley Systems provides infrastructure engineering software with point cloud and reality modeling capabilities (ContextCapture, iTwin). It serves the AEC and infrastructure buyer that Hobu targets with Eptium, but as part of a much broader enterprise portfolio.

Direct peers

• Cesium: Cesium is the 3D geospatial platform that Hobu's Eptium integrates with for browser-based point cloud visualization. The two are explicitly partnered, and their buyer overlap in 3D geospatial visualization makes them directly comparable in serving the same Cesium-based application developers.
• Pix4D: Pix4D specializes in photogrammetry and point cloud processing from drone and aerial imagery, serving surveying, construction, and agriculture markets. It is a direct comparable in producing and consuming point cloud data products.
• Safe Software (FME): Safe Software's FME platform handles geospatial data integration and transformation, including point cloud formats, serving a similar developer and enterprise buyer base. It is a direct comparable in spatial data translation and processing tooling.
• CloudCompare: CloudCompare is an open source 3D point cloud processing application with an active community. It overlaps with Hobu's open source tooling approach for point cloud visualization and analysis, serving a similar technical user base.

Others

• Radiant Earth Foundation: Radiant Earth is a nonprofit focused on open source geospatial data and machine learning for Earth observation. It is adjacent rather than directly competitive, sharing Hobu's open source geospatial philosophy and contributing to the same ecosystem of practitioners.

Market position

Strengths4 records

Weaknesses4 records

Competitive moat4 records

Key risks5 records

Key highlights5 records

Customer concentration

• LinkedInlinkedin.com/company/hobu-inc
• Xx.com/hobuinc

Revenue estimate

Valuation estimate

Number of profiles

Profiles1 record

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 Hobu