atlas

What SMEs actually build on this data

Real companies, data spaces and public-sector platforms across Europe. Each card names the sector, what they do with data, and the lesson a small business can copy.

EDIH tags show which Finnish European Digital Innovation Hub is the most natural first contact for this kind of work — Location Innovation Hub for geospatial, Earth observation and digital twins; Robocoast for industrial and manufacturing data; FAIR for AI, HPC and cybersecurity.

domain
type
edih
51 examples
Transport & MobilityFAIRRobocoastFI

Flovi

vehicle logistics · data-driven business

Grew from a small Kuusamo car-transport firm into an AI-optimised logistics platform. Route, driver and demand data drove the scaling — and in 2025 it acquired a competitor's logistics division.

sme lesson Data-driven scheduling turns a traditional service business into a scalable one.
flovi.io
Transport & MobilityLIHFAIRDE

Mobility Data Space

data space · operational · data space

200+ members exchange traffic, vehicle and transit data under shared rules, with providers keeping control of who uses their data. SME cases built on it include DeepVolt (AI siting of EV chargers), highQ (multimodal MobilitySuite) and Mobias (connected-vehicle road-safety warnings).

sme lesson Join one ecosystem, access many datasets — no per-partner integrations.
mobility-dataspace.eu
Transport & MobilityLIHRobocoastFI

Finnish Maritime Data Space

ports & shipping · in development · data space

Led by Fintraffic: ships, ports, trucking and customs share real-time arrival, berth and cargo data so vessels avoid waiting and ports plan resources. It grew out of the Port Activity pilot — originally a tool for exchanging real-time information between two ports — which expanded to 20+ ports and 200+ organisations and became a de facto national standard before informing the formal data-space project.

sme lesson A small pilot between a few partners can become national infrastructure.
fintraffic.fi
Transport & MobilityLIHFI

Derived data instead of raw data

privacy-by-design · public sector · public sector

A mobility company may ask a city for street-level video to train a model. Raw footage contains identifiable people and is hard to share, and anonymisation is harder than expected. Vehicle counts, pedestrian flows and traffic patterns often answer the same question and are far easier to release.

sme lesson Define what you actually need to solve the problem, rather than requesting the most detailed raw data available.
digital-strategy.ec.europa.eu
Agri-Food & ForestryLIHFAIRFI

Vegsat

precision agriculture · data-driven business

Combines satellite Earth observation with field video to estimate yields, monitor growth and detect disease stress early.

sme lesson Free Copernicus data + your own field data = an agritech product.
philab.esa.int (ESA Φ-lab Finland)
Agri-Food & ForestryLIHFI

KokoForest

forestry · data-driven business

Measures forest biodiversity from satellite data, replacing costly and infrequent field surveys for forest owners, municipalities and investors.

sme lesson EO data makes monitoring scalable and repeatable.
kokoforest.com
Agri-Food & ForestryLIHFAIRSE

Älvdalen Common Forest

forestry · data-driven business

A locally governed forest organisation using laser scanning and AI for tree-level data on structure, timber volume and biodiversity — better harvest planning with far less fieldwork.

sme lesson Precise location data replaces estimates.
locationinnovationhub.eu
Agri-Food & ForestryRobocoastFAIRFI

Biocode

food sustainability · data-driven business

Calculates product carbon footprints by combining data from farmers, processors, logistics and retail across the supply chain. It helps small producers prove sustainability and meet transparency rules.

sme lesson Value-chain data sharing unlocks compliance-ready services.
biocode.io
Agri-Food & ForestryRobocoastFI

Mö Foods

food products · data-driven business

Built its oat-based cheese alternatives on consumer-trend, testing and customer-feedback data, and uses production data to cut waste.

sme lesson Product development and sustainability both run on data.
mofoods.fi
Agri-Food & ForestryRobocoastLIHFR

Agdatahub

agri data space · closed · data space

Enabled authorised data sharing across the agri-food chain: feed formulation, biscuit-maker carbon footprints, wine value-chain structuring.

sme lesson Even discontinued platforms show which use cases have real demand.
agdatahub.eu
Agri-Food & ForestryLIHRobocoastFI/BE

Potato-X

cross-border pilot · data space

Finnish and Belgian potato ecosystems share crop data — planting dates, expected yields — via agreed interfaces. Data stays with the farm and access is granted per use.

sme lesson Cross-border data spaces give SMEs new customers without surrendering data control.
ilvo.be
EnvironmentLIHDE

AIRMO

emissions monitoring · data-driven business

Satellite-based greenhouse-gas measurement, including methane leaks from industrial sites — actionable insight for companies, investors and authorities.

Earth ObservationLIHFAIRDE

OroraTech

wildfire detection · data-driven business

Combines thermal satellite imagery with weather and lightning data for near-real-time wildfire detection and tracking, used by fire services, forestry, energy and insurance.

EnvironmentLIHFAIRFI

Skyfora

weather intelligence · data-driven business

Turns GNSS signals and telecom networks into a dense atmospheric sensing network — better forecasts, earlier extreme-weather warnings, even GNSS-interference detection.

sme lesson Existing infrastructure can become an entirely new data source.
skyfora.com
EnvironmentFAIRFI

Resistomap

water & health · data-driven business

Analyses wastewater, natural water and soil samples for harmful bacteria and antibiotic resistance, visualising results on an online platform for utilities and authorities.

EnergyRobocoastFAIRFI

EWatt

energy optimisation · data-driven business

Collects electricity-consumption data from buildings and industrial sites at 10-second intervals; the analysis pinpoints waste, peak usage and risks with concrete saving recommendations.

sme lesson Real-time measurement data turns straight into cost savings.
ewatt.fi
Construction & Built EnvironmentLIHFI

Open Knowledge Finland — Energy Map

building emissions · public sector

An open-source tool using open spatial data to estimate building emissions and recommend energy renovations, including lifecycle assessment. Housing companies refine the data together.

Construction & Built EnvironmentFAIRLIHFI

Make a BIM

construction AI · data-driven business

AI converts floor plans and drawings into structured 3D building information models, cutting manual modelling time for renovation, energy analysis and building management.

Construction & Built EnvironmentLIHFI

Pictue

construction documentation · data-driven business

Site photos are auto-enriched with location, time and project metadata on a map view — shared, up-to-date documentation for contractors, managers and clients.

Construction & Built EnvironmentRobocoastLIHFI

Public-building energy data partnerships

shared operational data · public sector · public sector

Energy-consumption data from public buildings, shared within a partner network rather than published openly, can support monitoring and optimisation services that benefit both the building operator and the service provider.

sme lesson Ask the city. Access is case-by-case and usually turns on information security and EU-jurisdiction data processing, not on company size.
digital-strategy.ec.europa.eu
Industrial & ManufacturingRobocoastFI

ITA Nordic

engineering · data-driven business

Collects data across the whole production chain for faster quality responses, and shares product carbon-footprint data with customers via EcoVadis for EU supply-chain reporting.

Industrial & ManufacturingRobocoastEU

Catena-X

automotive data space · operational · data space

End-to-end data sharing across the car value chain: traceability, quality, product carbon footprint. Documented wins include quality issues found 4 months earlier, a 1.4M-vehicle recall narrowed to 14 vehicles, a 46% carbon-footprint cut with real data and 15% energy savings. A 2026 Data Space Accelerator offers up to €30,000 of onboarding support for SMEs.

sme lesson Submit data once, serve many customers — and get help paying for onboarding.
catena-x.net
Industrial & ManufacturingRobocoastNL

Smart Connected Supplier Network (SCSN)

manufacturing · operational · data space

Around 300 manufacturers exchange orders, confirmations, shipping notices and invoices between ERP systems via shared standards. One member automated purchasing data entry and targets 85% of order lines via the network.

Industrial & ManufacturingRobocoastEU

Global Data Service Organisation (GDSO)

tyre industry · operational · data space

RFID-based tyre identification and lifecycle data across roughly 70% of the global tyre market. Inventory accuracy rose from 63% to 95%+ and recalls were limited to affected batches. SME beneficiaries include Allopneus (retailer piloting RFID traceability) and CIPAM (tech provider building tools on the standard).

sme lesson Data ecosystems create business for SMEs that build services around the data.
gdso.org
Industrial & ManufacturingRobocoastFI

SIX Mobile Machines Pilot

heavy machinery · pilot · data space

Competing manufacturers and fleet operators shared anonymised machine-performance data via a neutral platform, enabling earlier failure prediction, smarter maintenance and less downtime. One of Finland's first data-space-like industrial pilots.

Market & Business AnalysisFAIRRobocoastFI

Steelbridge

Data Act compliance · data-driven business

The platform maps connected-device data flows against Data Act Articles 3–6, finds compliance gaps and auto-generates documentation. End users decide what is shared, with whom and for how long.

Market & Business AnalysisFAIRFI

SavannaX (SwanIT)

IT lifecycle · data-driven business

Predicts IT-device lifecycles from device-health data instead of fixed replacement cycles. Customers — and their partners, at the customer's choice — can build new business on that data.

Market & Business AnalysisFAIRFI

Webropol

surveys & feedback · data-driven business

Collects experience and opinion data directly from people via email, web, mobile and QR, turning responses into decision-ready analytics — the human-data complement to sensor and system data.

Market & Business AnalysisFAIRFI

Zipli

circular food · data-driven business

An app that matches surplus food from restaurants and stores with charity recipients, so supply meets demand — with automatic recommendations to cut waste further.

Skills & Labour MarketFAIREU

Prometheus-X

skills data space · in development · data space

Connects universities, training providers, employers and learners with anonymised skills data to match skills with jobs across Europe. Finnish participant: Headai.

sme lesson Data spaces reach beyond traditional industry.
prometheus-x.org
Local / cityLIHFAIRFI

City of Turku Digital Twin

smart city · public sector

Combines building registers, infrastructure, land-use and 3D city models into a shared spatial framework, opening the data via platforms so companies can build services on it.

Local / cityLIHFI

Helsinki Region Infoshare (HRI)

regional open data · Uusimaa · public sector

The capital region's open data portal: statistics, maps, transport and environment data, plus an application gallery. HSL transport feeds and HSY environmental data are reliable, maintained building blocks, and HRI runs developer events where companies can request new datasets.

sme lesson For Uusimaa SMEs: start with HRI, and ask — not everything published is everything available.
hri.fi
Local / cityLIHRobocoastFI

Smart Maritime Helsinki

urban testbed · public sector · public sector

Companies have used Helsinki's maritime environment to test electric boats, autonomous vessels, smart ticketing and sensor-based services, combining technology development with real operational data and user feedback.

sme lesson A city can be a problem owner, test environment, data provider and reference customer — not just a data source.
forumvirium.fi
Local / cityLIHFI

City road maintenance data flow

operational data sharing · public sector · public sector

When a resident reports a pothole through a city app, the report flows straight into the systems of the contractor responsible for that area. The contractor gets better information, the city gets faster repairs.

sme lesson The valuable city data is often not open data — it is operational data shared with named partners under agreed terms.
digital-strategy.ec.europa.eu
Transport & MobilityLIHEU

European Cycle Data Space

cycling data · in development · data space · data space

Uses the Mobility Data Space as its technological foundation, extending sovereign mobility data sharing to cycling across borders.

sme lesson New data spaces increasingly reuse existing infrastructure — check what you can build on before building from scratch.
mobility-dataspace.eu
Health DataFAIREU

European Health Data Space (EHDS)

health data · emerging · data space · data space

The EHDS Regulation entered into force in March 2025, with major secondary-use obligations expected from March 2029. Access will run through data-access applications, Health Data Access Bodies and secure processing environments rather than downloads.

sme lesson For medical AI, diagnostics and health analytics, start tracking access rules now — data will not simply be downloadable.
health.ec.europa.eu
Agri-Food & ForestryLIHRobocoastEU

CEADS — Common European Agricultural Data Space

agri-food · in development · data space · data space

Being deployed through Minimum Viable Product cycles across farm-management, machinery, satellite, soil, weather and production data, with farmers, agritech SMEs, cooperatives and food companies as participants.

sme lesson The opportunity today is joining pilots and shaping the ecosystem, not buying access to a finished platform.
ceads.eu
EnergyRobocoastEU

European Energy Data Space

energy systems · emerging · data space · data space

Aims to ease data exchange between grid operators, producers, buildings, consumers and flexibility providers. SME use cases include energy optimisation, demand response, renewable forecasting and flexibility markets.

sme lesson Still deployment-oriented rather than one mature platform — worth following if you sell energy services.
digital-strategy.ec.europa.eu
Industrial & ManufacturingRobocoastEU

Manufacturing-X

industrial umbrella · in development · data space · data space

An umbrella for several industrial data-space initiatives building interoperable, sovereign industrial data ecosystems — supply-chain transparency, Digital Product Passports, predictive maintenance, quality and circular-economy data. Catena-X is one operational example within it.

sme lesson Requirements for structured data exchange will arrive through your international customers before they arrive through regulation.
plattform-i40.de
EnvironmentLIHEU

Green Deal & environmental data spaces

environment · emerging · data space · data space

Combine Earth observation, biodiversity, emissions, climate, land use, building, energy and mobility data. The pattern that creates business: satellite data + buildings + company energy data + climate models → a commercial climate-risk or energy-efficiency service.

sme lesson Location is what links environmental datasets together — it is the join key for this whole domain.
digital-strategy.ec.europa.eu
Local / cityLIHFAIREU

CitiVERSE EDIC — Networked Local Digital Twins

urban digital twins · EDIC · infrastructure · infrastructure

A European Digital Infrastructure Consortium connecting Local Digital Twins across Europe so cities can use AI, real-time data, simulation and immersive technologies on shared foundations. Involves multiple Member States and is designed to make solutions reusable city to city.

sme lesson Opportunities for digital-twin, GeoAI, simulation, visualisation, mobility, energy-analytics and AR/VR providers.
digital-strategy.ec.europa.eu
Local / cityLIHEU

EU Local Digital Twin Toolbox

reusable components · deployable · infrastructure · infrastructure

Open, interoperable components for cities building Local Digital Twins. Moved into a deployable phase in 2026.

sme lesson Build on shared European components instead of a proprietary platform per city — that is what makes a city solution scalable.
living-in.eu
Cross-sectorLIHRobocoastFAIRFI

Data Spaces Alliance Finland (DSAF)

national network · active · network · network

Launched in 2024, DSAF brings together Finnish companies, public organisations and experts across manufacturing, mobility, logistics, agriculture, energy, health, cities, circular economy and geospatial data. Regular meetings and working groups let members propose use cases and flag pain points, carrying SME perspectives to national and European decision-makers.

sme lesson Collective advocacy is how small companies get a seat at the table — you do not have to lobby alone.
dataspacesalliance.fi
AI & ComputeFAIRFI

LUMI AI Factory

AI infrastructure · operational · infrastructure · infrastructure

Finland's entry point to European AI infrastructure, coordinated by CSC. Combines high-performance computing, AI expertise, datasets and development support, with a service centre for startups, SMEs, researchers and public organisations. It has also introduced services that bring large datasets closer to compute.

sme lesson Advanced AI does not require buying your own compute — treat European infrastructure as shared innovation infrastructure.
csc.fi
AI & ComputeFAIREU

EuroHPC Joint Undertaking

supercomputing · operational · infrastructure · infrastructure

Develops European supercomputing and AI computing capacity for model training, simulation, large-scale analytics, digital twins and scientific computing.

sme lesson For most SMEs the practical door is an AI Factory, not the supercomputer itself.
eurohpc-ju.europa.eu
AI & ComputeFAIREU

AI Factories & AI Gigafactories

shared AI capacity · operational · infrastructure · infrastructure

AI Factories combine AI-optimised supercomputing, expertise, data and software tools, and training — for companies that need to train, fine-tune or scale models. AI Gigafactories operate at a far larger scale, for frontier models and next-generation foundation models.

sme lesson AI Factory to develop and scale your application; Gigafactory builds the foundation models you build on top of.
digital-strategy.ec.europa.eu
AI & ComputeFAIREU

Data Labs

data curation for AI · emerging · infrastructure · infrastructure

Introduced under the European Data Union Strategy to bring together and curate data from Common European Data Spaces, High-Value Datasets, research, industrial and synthetic sources, and connect it to AI Factories.

sme lesson Solves the common problem of having a good AI use case but not enough suitable data to develop it.
digital-strategy.ec.europa.eu
AI & ComputeFAIREU

AI-on-Demand Platform (AIoD)

AI resource catalogue · operational · infrastructure · infrastructure

A European environment for discovering and sharing AI models, tools, datasets, software, services and research results.

sme lesson Same rule as open data — check what already exists before building it yourself.
ai-on-demand.eu
Cross-sectorRobocoastFAIRLIHEU

Testing & Experimentation Facilities (TEFs)

AI & robotics testing · operational · infrastructure · infrastructure

Let companies test AI and robotics solutions in environments resembling real operational settings, covering manufacturing, health, agri-food, and smart cities and communities.

sme lesson Use a TEF when software or synthetic testing cannot validate the solution — before you go to market.
digital-strategy.ec.europa.eu
Market & Business AnalysisFAIRFI

Procurement AI Agent

agentic AI · concept · concept · concept

A worked concept from the guide: an AI assistant that searches public procurement notices, company registers, Eurostat, funding databases and regulations, then filters opportunities against a company's capabilities and explains why each one fits. MCP-style tool integration removes the need for a custom integration per information service.

sme lesson Machine-accessible public data is becoming the precondition for this kind of product.
digital-strategy.ec.europa.eu
Cross-sectorLIHRobocoastFAIRFI

Finnish EDIHs — FAIR, Robocoast, Location Innovation Hub

SME support · operational · support · network

Finland's three European Digital Innovation Hubs offer test before invest, training, technology advice, funding routes and networking. FAIR covers AI, HPC, XR and cybersecurity; Robocoast covers industrial digitalisation, robotics, automation, IoT and Industry 4.0; Location Innovation Hub covers geospatial data, GeoAI, Earth observation, digital twins and positioning, with 30+ physical and virtual test environments.

sme lesson You do not need to know which European programme you need — start with the hub that matches your business challenge.
digitalinnovation.fi