LumiDB
- Company typePrivate
- Founded2024
- HeadquartersHelsinki, Finland
- Headcount1–10
- GTM typeB2B
- OfferingSoftware
LumiDB firmographics
Firmographics- Name
- LumiDB
- Legal name
- Luota Oy
- Website
- https://lumidb.com
- Company type
- Private
- Founded year
- 2024
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Ownership category
- akta.pro rank
LumiDB industry classification
Industry- Product category
- Spatial Data Management / Cloud-Based Point Cloud Database
- NAICS
- Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (5182), Computer Systems Design and Related Services (54151), Surveying and Mapping (except Geophysical) Services (54137)
- akta.pro primary industry
- Data Lake Platforms (HDAEABAC)
- akta.pro secondary industries
- GIS & Spatial Data Management Platforms (BPAMANAK), Real-Time / Streaming Data Warehousing (HDAEABAF), Data Warehouse/Lakehouse Performance Optimization & Cost Management (HDAEABAL), Data Engineering, Integration & ETL/ELT Services (BPAEAHAB)
Keywords
Where LumiDB is headquartered
LocationHeadquarters
- HQ city
- Helsinki
- HQ country
- Finland
- HQ region
- Europe
Offices2 records
Markets served
LumiDB business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Infrastructure, Marketing or Sales, Operations
Revenue model
- SaaS Subscription: LumiDB operates as a SaaS platform where customers pay subscription fees to access and use the spatial data warehouse service. The subscription model is confirmed in the Terms of Service, which references 'Subscription Fees' and grants non-exclusive, non-transferable access to the Service during the subscription Term.
Go-to-market motion3 records
Distribution channels4 records
Marketing channels6 records
LumiDB product offering
Product offeringCore offering
LumiDB is a cloud-native spatial data warehouse that indexes, stores, and streams point clouds, rasters, vectors, and project files at petabyte scale. It provides browser-based visualization with role-based access, live streaming connectors into ArcGIS, QGIS, Terrasolid, and Cesium, and a programmatic REST API with a TypeScript SDK for automated workflows. The platform replaces scattered file-based point cloud distribution with centralized, queryable, instantly accessible 3D reality capture data for surveyors, GIS teams, developers, and infrastructure operators.
Product overview
LumiDB is a spatial data warehouse platform designed for managing point cloud and reality capture data at petabyte scale. The core product consists of the LumiDB database engine with three primary access methods: Sharing/Collaboration Workspaces for browser-based project access with role-based permissions, GIS/CAD Connectors for streaming to ArcGIS, QGIS, and digital twin platforms via I3S/EP T/Cesium 3D Tiles, and the API for Automated Workflows enabling programmatic access for AI models and analytics. The platform includes the LumiDB Viewer as a browser-based visualization tool, the Import API for data ingestion, Cesium 3D Tileset Export for external application integration, and feature-specific tools including Volume Measurement and Cross-Section Tool for construction verification.
Differentiator
Problem solved
Functional benefit
Products and services
- LumiDB Spatial Data Warehouse Cloud-native SaaS spatial data warehouse that indexes, stores, and streams point clouds, rasters, vectors, and project files at petabyte scale. Provides browser-based access with role-based permissions, API querying, and integration with GIS/CAD tools. Targeted at surveyors, GIS teams, software developers, and enterprise infrastructure operators in government, construction, mining, utilities, and transport sectors.
- LumiDB Sharing & Collaboration Workspaces Browser-based project workspaces with role-based permissions that enable internal teams, external contractors, and client stakeholders to access point cloud data without installing specialist software or performing manual file preparation. Lets surveyors deliver projects as live workspaces instead of file deliveries.
- LumiDB Programmable API REST API for programmatic access to LumiDB datasets, queries, and exports, with a JavaScript/TypeScript runtime SDK available as the @lumidb/lumidb NPM package. Enables AI inspection models, change detection, and analytics pipelines to access the spatial archive directly with sub-second spatial queries at petabyte scale. Targeted at software developers building digital twin, geospatial, and analytics applications.
- LumiDB Browser-based Viewer Browser-based visualization application (app.lumidb.com) for viewing and exploring point cloud datasets stored in LumiDB. Features progressive Level-of-Detail streaming that loads multi-gigabyte datasets in seconds, cross-section tool, swipe compare, and metadata-based filtering. Enables non-expert users to visualize massive point clouds without installing specialist desktop software.
Quantifiable outcome
- Datasets load in seconds instead of 10-15 minutes, enabling faster project delivery and reduced wait times for planners.
- +3 more outcomes
Companies that use LumiDB
Customer profileNamed customers4 records
Segments6 records
Ideal customer profiles4 records
LumiDB technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration12 records
AI capability4 records
Feature12 records
LumiDB partnerships and signals
Strategic signalPartnerships
Nine partnerships are on record, tiered core and supporting.
- EsricoreLumiDB is a recognized partner in Esri's global ecosystem. Point cloud archives stream live into ArcGIS Pro via I3S, allowing GIS teams to access LumiDB-hosted spatial data inside the ArcGIS platform they already work in. This is a flagship integration enabling seamless data flow between LumiDB and the industry-standard GIS platform.
- PointlysupportingPointly's AI engine classifies, labels, and vectorizes point clouds. The partnership pairs LumiDB's petabyte-scale infrastructure with AI-driven analysis, allowing classified and analyzed point cloud data to become queryable and streamable through LumiDB.
- TerrasolidcoreThe reference toolchain for point cloud processing (TerraScan) ships a direct LumiDB export, built by Terrasolid so their users have a publishing target downstream tools can actually reach. This gives Terrasolid users a direct path to store processed scans in LumiDB.
- FlaisupportingFlai's pre-trained AI models classify LiDAR across 40+ semantic classes at national scale. Paired with LumiDB, that classified data becomes queryable and streamable the moment processing finishes, with no manual handoffs between processing and distribution.
- 6DPlannersupportingLumiDB established direct data streams to 6DPlanner during the Helsinki pilot, allowing point cloud data to flow into this planning tool without file-based handoffs. 6DPlanner is used by the City of Helsinki for urban planning workflows.
- QGISsupportingLumiDB supports streaming point clouds directly into QGIS via EPT links, allowing users to create maps or perform geospatial analysis without downloading massive files. All existing data is ready to use immediately without re-indexing or preprocessing.
- Virtual City SystemssupportingLumiDB integrated with Virtual City Systems during the Helsinki pilot, demonstrating interoperability with digital twin and 3D city modeling platforms. This integration enables city-scale point cloud data to flow into 3D visualization applications.
- Sova3DsupportingLumiDB tested integration with Sova3D during the Helsinki GIS Centre pilot, validating interoperability with this 3D modeling and visualization tool in the city's software ecosystem.
- Kunta3DsupportingLumiDB established data streaming to Kunta3D during the Forum Virium Helsinki pilot, enabling Finnish municipal 3D data workflows to access point cloud archives without manual file transfers.
Scale indicators7 records
Recent moves6 records
Expansion highlights6 records
LumiDB competitors and assessment
Company assessmentDirect peers
- Pointly: AI-powered point cloud classification and feature extraction platform. Direct comparison: Pointly operates in the same point cloud value chain (per its AI integration partnership with LumiDB) and addresses overlapping surveyors/GIS customers with a complementary AI-classification offering.
- Cesium (Cesium ion): 3D Tiles streaming infrastructure and managed tiling service for geospatial data. Direct comparison: Cesium provides the open standard (3D Tiles) that LumiDB streams via, and Cesium ion is a competing hosted 3D data service, putting the two in direct competition for hosting and streaming reality-capture datasets.
- Terrasolid: Reference toolchain for LiDAR point cloud processing (TerraScan, TerraModel). Direct comparison: Terrasolid builds the upstream processing tools that surveyors use to produce point clouds; it has built a direct LumiDB publishing target, making it both a partner and an adjacent player in the same workflow.
- Flai: AI platform for LiDAR point cloud classification with 40+ semantic classes at national scale. Direct comparison: Flai competes/overlaps with Pointly and operates in the same point cloud analytics layer, addressing similar surveyor and GIS customers with AI-driven classification.
Broad incumbents
- Esri (ArcGIS): Dominant GIS platform with point cloud and 3D capabilities in ArcGIS Pro. Broad incumbent: Esri serves the same GIS customer base, has its own I3S streaming, and could compete with LumiDB natively while also serving as LumiDB's most important distribution partner, creating a partner-competitor dynamic.
- Trimble: Established geospatial, surveying, and construction technology provider with hardware and software offerings. Broad incumbent: Trimble's Trimble Business Center and other geospatial tools address overlapping surveying/infrastructure customers and could expand into spatial data management at scale.
- Bentley Systems: Infrastructure engineering software with iTwin, ContextCapture, and reality modeling capabilities. Broad incumbent: Bentley serves the same infrastructure customers with adjacent digital-twin and reality-capture products and could bundle spatial data management into its enterprise platform.
Emerging players
- Matterport: 3D spatial data capture and digital twin platform for buildings. Emerging player: While focused on indoor/real estate rather than large-scale outdoor LiDAR, Matterport operates in the broader 3D capture and visualization space with similar SaaS-style delivery and could expand outward.
- Pix4D: Photogrammetry and drone mapping software for surveyors and GIS professionals. Emerging player: Pix4D addresses overlapping survey and GIS customers with upstream photogrammetry processing, positioning it as a complementary data producer feeding into LumiDB-style warehouses.
Others
- AWS (Amazon Web Services): Hyperscaler providing underlying cloud infrastructure and managed data lake services. Others: While not a direct competitor today, AWS hosts LumiDB's infrastructure and offers managed data lake/analytics services that could be extended with spatial features, making it both an enabler and a long-term competitive threat.
Market position
Strengths4 records
Weaknesses4 records
Competitive moat5 records
Key risks6 records
Key highlights6 records
Customer concentration
LumiDB social profiles
Digital presenceLumiDB compliance and trust
Trust signalCompliance1 record
LumiDB financial estimates
Financial estimateRevenue estimate
Valuation estimate
LumiDB leadership team
Management profileNumber of profiles
Profiles2 records
LumiDB funding detail
Funding detailFunding overview
Funding rounds1 record
Investors4 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
LumiDB M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about LumiDB
What does LumiDB do?
LumiDB is a cloud-native spatial data warehouse that indexes, stores, and streams point clouds, rasters, vectors, and project files at petabyte scale. It provides browser-based visualization with role-based access, live streaming connectors into ArcGIS, QGIS, Terrasolid, and Cesium, and a programmatic REST API with a TypeScript SDK for automated workflows. The platform replaces scattered file-based point cloud distribution with centralized, queryable, instantly accessible 3D reality capture data for surveyors, GIS teams, developers, and infrastructure operators.
Is LumiDB a public or private company?
LumiDB is a private company. It is classified as venture growth investor backed and is currently operating.
When was LumiDB founded?
LumiDB was founded in 2024. It employs 1 to 10 people.
Where is LumiDB based?
LumiDB is headquartered in Helsinki, Finland, in the Europe region.
How does LumiDB make money?
One revenue line is on record: saaS Subscription.
Who are LumiDB's main competitors?
Direct peers on record are Pointly, Cesium (Cesium ion), Terrasolid and Flai. Broad incumbents are Esri (ArcGIS), Trimble and Bentley Systems. Emerging players are Matterport and Pix4D. AWS (Amazon Web Services) is listed as an others.
Does LumiDB have an API?
Yes. LumiDB offers a public JavaScript/TypeScript runtime API available via the @lumidb/lumidb NPM package. The API provides a single `query()` function for spatial queries with metadata filtering, point density control, and output format options (Three.js visualization or LAZ export). Import API endpoints include POST /api/tables/import for launching imports and GET /api/tables/import_status/{table_version} for polling import progress. Supports presigned S3 URLs for file ingestion, coordinate reference system transformations (EPSG codes or PROJ strings), and arbitrary user-defined metadata properties at import for runtime filtering. API key authentication required. Developer documentation is at docs.lumidb.com.
What industry is LumiDB in?
LumiDB's product category is Spatial Data Management / Cloud-Based Point Cloud Database. Its primary akta.pro industry code is HDAEABAC, Data Lake Platforms, with a secondary code of BPAMANAK, GIS & Spatial Data Management Platforms. Its NAICS code is 5182.