Data Alliance
Data Alliance operates gcube, a two-sided GPU sharing marketplace that aggregates idle GPUs from enterprises and individuals into a unified cloud platform, serving AI developers, researchers, and enterprises with up to 90% lower compute costs than traditional cloud providers.
- Company typePrivate
- Founded2016
- HeadquartersSeoul, South Korea
- Headcount1–10
- GTM typeB2B
- OfferingSoftware
What Data Alliance does
Data Alliance (데이터얼라이언스) is a Seoul-based AI infrastructure company founded in June 2016 that operates two product lines: gcube, a GPU sharing economy platform launched in August 2024 that aggregates idle GPU resources from enterprises, data centers, PC bangs, and individual users into a unified cloud computing environment for AI developers, and Smart CityPass/CityPoint, a smart city mobility and incentive platform deployed in Korean municipalities including Bucheon, Gwangju, Pyeongtaek, Gimhae, and Daegu.
The gcube platform functions as a two-sided GPU-as-a-Service marketplace connecting GPU resource providers with AI developers, leveraging heterogeneous GPU pooling technology that simultaneously operates GPUs ranging from consumer RTX cards to H100-class accelerators within a single unified resource pool. Core technical components include container-based multi-tenant GPU isolation for security and performance stability, a distributed GPU scheduler enabling immediate containerized workload execution, and a patent-held blockchain-based settlement system that records GPU usage, operating time, and energy consumption and uses smart contracts for automatic fair compensation to GPU suppliers. The company also holds a patent on data contribution measurement and has been awarded the CES 2026 AI Innovation Award and the WIS 2026 Grand Prize.
Data Alliance monetizes gcube through usage-based fees charged to GPU consumers, claiming pricing up to 90% lower than traditional cloud providers, with planned mid-term expansion into subscription-based enterprise private GPU pool services. The company pursues a hybrid go-to-market combining self-serve product-led growth via gcube.ai with direct enterprise sales and strategic partnerships, most notably with Naver Cloud (Korea), FPT Smart Cloud (Vietnam, November 2025 MOU), and KonaAI. Revenue is not publicly disclosed; the company closed a 3 billion KRW Pre-A round led by TS Investment at the end of 2024 and is preparing for a Series A in the second half of 2025 to accelerate domestic and global expansion.
Data Alliance firmographics
Firmographics- Name
- Data Alliance
- Legal name
- 데이터얼라이언스 주식회사
- Website
- https://data-alliance.com
- Company type
- Private
- Founded year
- 2016
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Short description
- Data Alliance operates gcube, a two-sided GPU sharing marketplace that aggregates idle GPUs from enterprises and individuals into a unified cloud platform, serving AI developers, researchers, and enterprises with up to 90% lower compute costs than traditional cloud providers.
- Ownership category
- akta.pro rank
Data Alliance industry classification
Industry- Product category
- GPU Cloud Infrastructure
- NAICS
- Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (518), Software Publishers (513210), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (518210)
- SIC
- Services-Computer Programming, Data Processing, Etc. (7370), Services-Prepackaged Software (7372), Services-Computer Processing & Data Preparation (7374)
- akta.pro primary industry
- AI Compute Cloud & GPU-as-a-Service (HDAAAAAK)
- akta.pro secondary industry
- AI Compute Virtualization & Scheduling (GPU virtualization, cluster schedulers) (HDAAAAAG)
Keywords
Where Data Alliance is headquartered
LocationHeadquarters
- HQ city
- Seoul
- HQ country
- South Korea
- HQ region
- Asia
Offices3 records
Markets served
Data Alliance business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Infrastructure, Marketing or Sales, Operations
Revenue model
- GPU as a Service (GPUaaS) - Resource Usage Fees: gcube operates as a two-sided marketplace connecting GPU resource providers (enterprises, data centers, PC cafes, individual gamers) with AI developers and researchers. Revenue is generated from usage-based fees charged to GPU consumers, with pricing reportedly up to 90% lower than traditional cloud providers. GPU suppliers earn revenue by monetizing previously idle resources.
- Enterprise Private GPU Pool Services: Planned mid-term offering of dedicated private GPU pool services for enterprise clients requiring guaranteed performance, data isolation, or custom configurations beyond the shared platform.
- Platform Partnership and Integration Fees: Revenue from strategic partnerships including Naver Cloud platform integration, FPT Smart Cloud joint operations in Vietnam, and KonaAI platform collaboration, potentially including co-marketing and service revenue sharing arrangements.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Usage-based | Pay-as-you-go | Tier 3 resource usage - maximum cost reduction tier for non-critical workloads |
| Subscription | Annual | Enterprise Private GPU Pool - dedicated resources with guaranteed performance |
Go-to-market motion3 records
Distribution channels5 records
Marketing channels6 records
Data Alliance product offering
Product offeringCore offering
Data Alliance operates gcube, a two-sided GPU-as-a-Service (GPUaaS) marketplace that aggregates idle GPU resources from enterprises, data centers, PC bangs, and individual users into a unified cloud computing environment for AI development, training, and inference workloads. The platform enables AI developers and researchers to access distributed compute at significantly lower cost than traditional cloud providers, while GPU suppliers earn passive income by monetizing idle resources. The company also operates Smart CityPass, an integrated urban mobility and incentive platform.
Product overview
Data Alliance operates a dual-product portfolio: (1) gcube is the core GPUaaS platform connecting idle GPU providers with AI developers through a two-sided marketplace, offering distributed computing with heterogeneous GPU pooling, container-based isolation, and blockchain-based automated settlement at approximately 1/10th traditional cloud costs; (2) Smart CityPass/CityPoint is the smart city mobility and incentive platform combining public/private transportation integration with a data-driven point system for urban services.
Differentiator
Problem solved
Functional benefit
Brands
- gcube (지큐브): GPU sharing economy platform that integrates idle GPU resources from enterprises, data centers, PC bangs, and personal gaming equipment to provide cloud computing for AI services. Operates as a two-sided marketplace GPUaaS (GPU as a Service) platform.
Products and services
- gcube (지큐브) GPU Sharing Platform GPU sharing economy platform that aggregates idle GPU resources from enterprises, data centers, PC rooms, and individual users into a unified cloud computing environment for AI services. Functions as a two-sided GPUaaS (GPU as a Service) marketplace connecting GPU providers with AI developers requiring computational resources. Core technologies include heterogeneous GPU pooling, container-based multi-tenant isolation, and blockchain-based automated settlement system.
- Smart CityPass (스마트 시티패스) All-in-one mobility service application integrating public transportation, shared mobility services (Kick Going, iRect), and transportation card registration into a single platform. Supports route optimization for combined transportation use and daily transfer mileage accumulation. Certified by Ministry of Land, Infrastructure and Transport as Smart City Service (Transportation Category, Level 2).
- CityPoint (시티포인트) Data-based incentive point platform enabling point aggregation and conversion to regional currencies. Consolidates points from multiple providers (Our WON Kkul Money, NH Points, CityPass Points, MoneyTree Cash) into a unified system. Supports conversion to Yongin Y-Pay regional currency for local commerce.
Quantifiable outcome
- Up to 90% cost reduction vs traditional cloud GPU services (Tier 3 resources); universities/research up to 98%; B2C service companies up to 97%
- +4 more outcomes
Companies that use Data Alliance
Customer profileNamed customers6 records
Segments5 records
Ideal customer profiles4 records
Data Alliance technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Integration4 records
AI capability4 records
Feature6 records
Data Alliance partnerships and signals
Strategic signalPartnerships
Eleven partnerships are on record, tiered strategic, core and minor.
- KonaAI (코나아이)strategicMOU signed February 4, 2026 for platform and data combined new business development. Building on previous smart city collaboration in Pyeongtaek and Gimhae, the two companies will jointly plan platform-based new services, enhance services through data/infrastructure/technology integration, strengthen platform competitiveness using AI/data/cloud technologies, and build joint marketing and business references. KonaAI brings platform design and operation expertise; Data Alliance provides data analysis and technology capabilities.
- FPT Smart Cloud (베트남 FPT 스마트 클라우드)coreMOU signed November 26, 2025 for joint development and operation of GPU-based AI infrastructure. FPT Smart Cloud (subsidiary of Vietnam's largest IT group, FPT Corporation) provides price-competitive GPU infrastructure; Data Alliance handles sales and operations for Korea and global markets. Both companies will co-market the gcube shared GPU platform in Vietnam, share AI and cloud computing technology trends, and conduct joint seminars and workshops. This is the primary vehicle for Data Alliance's Asia-Pacific expansion.
- Naver Cloud (네이버클라우드)coreStrategic platform partnership including investment. Naver Cloud invested in Data Alliance and entered a platform partnership agreement (June 2024) to integrate gcube GPU services within the Naver Cloud ecosystem. This partnership provides access to Naver Cloud's enterprise customer base and technical integration capabilities in the Korean market.
- NHN Cloud (엔에이치엔 클라우드)minorNHN Cloud reselling partnership signed November 2023, enabling Data Alliance to distribute cloud services through the NHN Cloud reseller channel in Korea.
- KT Cloud (케이티 클라우드)minorCloud partnership with KT Cloud signed July 2022, enabling distribution and integration of cloud services within the KT ecosystem.
- Daegu Metropolitan City - Eco-friendly Mobility Service Integration PlatformstrategicData Alliance was selected as the lead operator for the Ministry of Science and ICT's Eco-friendly Mobility Service Integration Platform project in Daegu (June 2021), building a platform that integrates various mobility services. This followed the company's role in the Bucheon Smart City Challenge and represents government-backed platform development work.
- FlexNet International Joint Research ConsortiumstrategicData Alliance participated in the 'Flexble IoT Networks for Value Creators' international multi-year joint research project together with partners from Poland, Spain, Belgium, and Canada. The project was evaluated as 'Very Good' by a European expert panel including Ericsson, Airbus, and Kristianstad University. Data Alliance's missing person location tracking service was identified as having high future market potential.
- Korean-Spanish International Consortium (RE100)strategicData Alliance serves as the lead organization for a Korea-Spain international consortium developing a blockchain-based RE100 certification and trading integration system. Partners include Korea Electric Power Corporation's KDN, Repower (Korea), Chungnam National University (Korea), and Inycom (Spain). The 3-year project (from December 2020) develops and demonstrates a blockchain platform for renewable energy certification and trading across the two countries.
- Gartner Group (가트너 그룹)minorBusiness partnership agreement with Gartner Group signed December 2019 for market research, analysis, and strategic consulting support in the smart city and IoT domain.
- Indonesian Academy of Sciences (인도네시아 과학원)minorSmart city MOU signed December 2019 with the Indonesian Academy of Sciences, followed by the 1st Smart City Partnership Workshop in July 2019 and 2nd workshop in January 2021. Part of Data Alliance's international market preparation targeting Southeast Asia.
- Korea Telecom / WeGOminorJoined the World Smart Sustainable Cities Organization (WeGO) in May 2019. Participation in WeGO activities supports Data Alliance's international smart city market development and global network building.
Scale indicators7 records
Recent moves9 records
Expansion highlights6 records
Data Alliance competitors and assessment
Company assessmentDirect peers
- Akash Network: Open-source decentralized cloud computing marketplace offering lower-cost compute alternatives to traditional hyperscalers. Competes with gcube in distributed/decentralized compute infrastructure with similar cost-efficiency positioning.
- Render Network: Decentralized GPU rendering and compute marketplace that connects idle GPU providers with users needing compute, using blockchain-based settlement. Competes in adjacent decentralized GPU compute category with similar two-sided marketplace architecture.
- Vast.ai: GPU rental marketplace that connects individuals and smaller data centers with AI developers seeking lower-cost GPU compute. Direct peer to gcube's two-sided marketplace model with focus on consumer-grade and prosumer GPU aggregation.
- io.net: Decentralized GPU network that aggregates idle GPU resources from data centers, crypto miners, and consumers for AI/ML workloads. Closest direct competitor to gcube's two-sided GPU marketplace model with similar cost-reduction thesis and blockchain-based settlement.
Emerging players
- Together AI: AI cloud platform offering GPU infrastructure for training and inference with focus on open-source AI models. Emerging player in GPUaaS targeting similar AI developer and startup customer base as gcube.
Broad incumbents
- Lambda Labs: GPU cloud and AI infrastructure company offering GPU clusters and workstations for AI/ML workloads. Comparable to gcube on AI developer target segment but with capital-intensive owned infrastructure model.
- CoreWeave: Specialized GPU cloud provider that scaled to billions in valuation offering enterprise-grade NVIDIA GPU compute at hyperscale. Broad incumbent in GPU cloud with similar AI infrastructure focus but at premium enterprise tier.
- Naver Cloud: Korea's leading domestic cloud provider with own GPUaaS offerings and strategic investment in Data Alliance. Broad incumbent in Korean cloud/AI infrastructure with overlapping GPU compute services for enterprise customers.
- Paperspace (DigitalOcean): GPU-accelerated cloud computing platform acquired by DigitalOcean, offering affordable GPU instances for AI/ML workloads. Broad incumbent comparable to gcube on self-serve GPUaaS for developers and SMBs.
Regional players
- FPT Smart Cloud: Vietnam-based cloud and AI infrastructure arm of FPT Corporation and Data Alliance's strategic partner for Asia-Pacific expansion. Comparable regional player providing GPU infrastructure and serving similar enterprise AI workloads in Vietnam.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks5 records
Key highlights7 records
Customer concentration
Data Alliance social profiles
Digital presenceData Alliance financial estimates
Financial estimateRevenue estimate
Valuation estimate
Data Alliance leadership team
Management profileNumber of profiles
Profiles4 records
Data Alliance funding detail
Funding detailFunding overview
Funding rounds2 records
Investors2 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Data Alliance 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 Data Alliance
What does Data Alliance do?
Data Alliance operates gcube, a two-sided GPU-as-a-Service (GPUaaS) marketplace that aggregates idle GPU resources from enterprises, data centers, PC bangs, and individual users into a unified cloud computing environment for AI development, training, and inference workloads. The platform enables AI developers and researchers to access distributed compute at significantly lower cost than traditional cloud providers, while GPU suppliers earn passive income by monetizing idle resources. The company also operates Smart CityPass, an integrated urban mobility and incentive platform.
Is Data Alliance a public or private company?
Data Alliance is a private company. It is classified as venture growth investor backed and is currently operating.
When was Data Alliance founded?
Data Alliance was founded in 2016. It employs 1 to 10 people.
Where is Data Alliance based?
Data Alliance is headquartered in Seoul, South Korea, in the Asia region.
How does Data Alliance make money?
Three revenue lines are on record. GPU as a Service (GPUaaS) - Resource Usage Fees are the primary driver. The others are enterprise Private GPU Pool Services and platform Partnership and Integration Fees.
Who are Data Alliance's main competitors?
Direct peers on record are Akash Network, Render Network, Vast.ai and io.net. Together AI is listed as an emerging player. Broad incumbents are Lambda Labs, CoreWeave, Naver Cloud and Paperspace (DigitalOcean). FPT Smart Cloud is listed as a regional player.
Does Data Alliance have an API?
No public API is recorded for Data Alliance.
What industry is Data Alliance in?
Data Alliance's product category is GPU Cloud Infrastructure. Its primary akta.pro industry code is HDAAAAAK, AI Compute Cloud & GPU-as-a-Service, with a secondary code of HDAAAAAG, AI Compute Virtualization & Scheduling (GPU virtualization, cluster schedulers). Its NAICS code is 518 and its SIC code is 7370.