FLock.io
FLock.io is a UK-based decentralized AI training platform combining federated learning with blockchain verification, serving enterprises, governments, and developers with privacy-preserving AI model development, sovereign AI deployments, and token-incentivized training.
- Company typePrivate
- Founded2020
- HeadquartersLondon, United Kingdom
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What FLock.io does
FLock.io is a UK-incorporated private company building a decentralized AI training platform that combines federated learning with blockchain-based verification and token incentives to enable privacy-preserving AI model development. The platform is structured as a four-module ecosystem: AI Arena for decentralized model training and validation, FL Alliance for collaborative federated learning on local data, an API Platform for deploying trained models, and Moonbase (FOMO) for decentralized hosting and monetization of model assets. Native functionality includes LoRA-based optimization, on-chain staking and delegation via the FLOCK token, Coinbase x402 payment integration, and SDK/MCP support for agentic application developers.
The company serves three primary customer segments: enterprises (healthcare institutions such as Moorfields Eye Hospital, crypto/financial firms like GSR and Animoca, and Web2 AI providers including Qwen/Alibaba Cloud); governments and multilateral organizations pursuing sovereign AI (Government of Sarawak, Malaysia via three signed MoUs, plus UNDP's SDG Blockchain Accelerator); and retail developers/validators/delegators participating in the token-incentivized training network. Distribution is hybrid: a self-serve product-led motion via train.flock.io and platform.flock.io, complemented by direct enterprise sales for custom deployments and partner-embedded distribution through integrations with Akash, io.net, Hyperbolic, Base, Morpheus, and Walrus.
FLock's revenue mechanics combine usage-based network participation (FLOCK token staking for validators/delegators), subscription/API access for developers, and bespoke professional services for enterprise and government sovereign AI contracts. Pricing is not publicly disclosed; enterprise and government deals are quoted on a custom basis. The company has raised approximately $10M across a March 2024 seed ($6M, Lightspeed Faction lead), a September 2024 Ethereum Foundation research grant ($1M), and a December 2024 strategic round ($3M, Digital Currency Group lead), and operates with 11-50 employees primarily out of London with global activity across EMEA, Southeast Asia, and Africa.
FLock.io firmographics
Firmographics- Name
- FLock.io
- Legal name
- FLock.io
- Website
- https://flock.io
- Company type
- Private
- Founded year
- 2020
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- FLock.io is a UK-based decentralized AI training platform combining federated learning with blockchain verification, serving enterprises, governments, and developers with privacy-preserving AI model development, sovereign AI deployments, and token-incentivized training.
- Ownership category
- akta.pro rank
FLock.io industry classification
Industry- Product category
- Decentralized AI / Federated Learning Platform
- NAICS
- Computer Systems Design and Related Services (54151)
- SIC
- Services-Computer Integrated Systems Design (7373), Services-Prepackaged Software (7372), Services-Computer Programming Services (7371)
- akta.pro primary industry
- Confidential AI & Privacy-Preserving ML (federated learning, MPC, HE, TEEs) (HDAAAKAI)
- akta.pro secondary industries
- End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA), Model Deployment, Serving & Inference Platforms (HDAAABAF), Responsible AI, Security & Privacy Platforms (Safety, Guardrails, PII) (HDAEANAG), Agents & Autonomous Workflows (Tool Use, Planning, Multi-Agent) (HDAAACAF)
Keywords
Where FLock.io is headquartered
LocationHeadquarters
- HQ city
- London
- HQ country
- United Kingdom
- HQ region
- Europe
Markets served
FLock.io business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Infrastructure, Marketing or Sales, Operations
Revenue model
- AI Model Training Services: Platform enables decentralized AI model training where participants stake FLOCK tokens to become validators or delegators, earning rewards for contributing compute and validation services to the network.
- API Access and Model Deployment: AI models trained on the platform can be accessed and deployed through the API Platform, providing programmatic access to privacy-preserving AI capabilities for developers and enterprises.
- Enterprise and Government Contracts: Strategic partnerships with governments (Sarawak sovereign AI initiative) and enterprises (healthcare, financial services) for customized AI solutions using federated learning infrastructure.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Annual | Enterprise Custom Solutions |
| Freemium | Monthly | Developer Self-Serve Platform |
Go-to-market motion1 record
Distribution channels4 records
Marketing channels8 records
FLock.io product offering
Product offeringCore offering
FLock.io operates a decentralized AI training platform that combines federated learning with blockchain-based verification to enable privacy-preserving AI model development. Organizations and developers can train, validate, and deploy AI models without moving or exposing their raw data, using a network of validators and delegators incentivized through the FLOCK token. The platform's four core modules—AI Arena, FL Alliance, API Platform, and Moonbase/FOMO—form an integrated workflow for collaborative model training, fine-tuning, deployment, and monetization.
Product overview
FLock.io is a private decentralized AI training platform combining Federated Learning with blockchain technology, enabling organizations and communities to build privacy-preserving AI models without exposing data. The platform operates as a multi-module ecosystem consisting of four core products: AI Arena (blockchain-based decentralized model training and validation), FL Alliance (collaborative federated learning for further fine-tuning with local data), API Platform (for deploying trained models into real applications), and Moonbase/FOMO (decentralized model hosting and asset management). These modules work together in a unified workflow: models are trained and validated in AI Arena, optionally fine-tuned in FL Alliance using participants' local data, and finally deployed in AI Moonbase where user feedback drives continuous improvement.
Differentiator
Problem solved
Functional benefit
Brands
- AI Arena: A blockchain-based decentralized training platform for AI models where tasks are created and models are trained and validated.
- FL Alliance
- API Platform
- Moonbase (FOMO)
Products and services
- AI Arena A blockchain-based decentralized training platform where AI models are trained and validated upon task creation; users participate as AI developers and validators to train and evaluate models for rewards.
- FL Alliance A collaborative federated learning platform enabling organizations and communities to further fine-tune AI models using their local data without exposing sensitive information; transforms devices into training nodes.
- API Platform A platform for deploying FLock-trained AI models into real-world applications; enables developers to integrate and access AI models via API with x402 payment support.
- Moonbase (FOMO) A decentralized AI model hosting platform (also called FOMO) that enables real model assets and drives ecosystem growth; models deployed here receive user feedback used to further improve them.
Companies that use FLock.io
Customer profileNamed customers6 records
Segments4 records
Ideal customer profiles4 records
FLock.io technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration8 records
AI capability8 records
Feature7 records
FLock.io partnerships and signals
Strategic signalPartnerships
15 partnerships are on record, tiered flagship, core and minor.
- Sarawak AI Centre (Government of Sarawak, Malaysia)flagshipFLock.io named key technical partner for Sarawak's sovereign AI government initiative. Three MoUs signed during UK-Sarawak strategic roundtables across Manchester, Cambridge, and Oxford. Partnership will deploy federated learning infrastructure to build a state-wide government LLM, distributed AI systems, and data governance frameworks for healthcare and agriculture sectors.
- BitValue CapitalcoreStrategic partnership with BitValue Capital for Africa Growth Fund II with $200 million capital commitment. Initiative will deploy Africa's first privacy-preserving AI physical node centers using FLock.io's federated learning technology, building a vertically integrated digital infrastructure ecosystem combining energy, AI data centers, and downstream industrial applications.
- Imperial College London (Imperial Blockchain Group)minorFLock.io serves as primary sponsor of Imperial College London's AI Agent Hackathon (March 1-7, 2025), the fourth iteration of the event focused on practical multi-agent AI system development with blockchain integration.
- United Nations Development Programme (UNDP)coreUNDP partnered with FLock.io to launch the second round of its SDG Blockchain Accelerator program, supporting seven international projects using blockchain, federated learning, and decentralized AI in developing countries. FLock's expertise helped incubate blockchain-AI initiatives with pilots showing real-world impact.
- Ethereum FoundationcoreFLock received a $1 million research grant from the Ethereum Foundation's 2024 academic grants round to develop incentive mechanisms for blockchain-based AI systems. The grant supports research into securing decentralized AI training processes and building on FLock's work on defending against malicious attacks in federated learning.
- Alibaba Cloud (Qwen)coreFLock partnered with Qwen - a tier 1 open-source LLM developed by Alibaba Cloud. This is the first time a major Web2 LLM has chosen to deeply integrate with a decentralized training platform, enabling FLock users to access and train on Qwen models.
- Moorfields Eye HospitalcoreStrategic partnership with London's Moorfields Eye Hospital to expand applications of federated learning in healthcare diagnostics, enabling privacy-preserving AI model training on medical data.
- Animoca BrandscoreStrategic partnership with Animoca Brands for blockchain/Web3 AI solutions. Animoca Brands creates tasks to improve AI models for better efficiency in the GameFi ecosystem using FLock's platform.
- AkashcoreIntegration partnership enables developers to deploy FLock.io Training Nodes and Validators on Akash supercloud with just a few clicks, facilitating easy participation in decentralized AI development.
- io.netcorePartnership with io.net on Proof of AI, crucial for enabling decentralized networks to become more trusted and scalable solutions for AI applications.
- HyperboliccorePartnership where Hyperbolic provides compute to the FLock.io network of world-class AI developers, supporting the collaborative future of AI.
- BasecoreFLock.io partnered with Base to create Web3 agent models that replace on-chain parts of Claude on Base MCP (Model Context Protocol), enabling decentralized AI for blockchain transactions.
- MorpheuscoreFLock.io contributes to Morpheus RAG Agent for onchain transactions, empowering a Smart Agentic future through contributions to the Morpheus ecosystem.
- CoinbasecoreFLock supporting Coinbase's x402 payment API, enabling users and agents to pay and access models via FLock.io through standardized payment protocols.
- BNB ChaincoreFLock participated in AI x Web3 2026 Seoul Summit backed by BNB Chain as lead sponsor, alongside other AI projects including KITE AI, Boings.ai, SOON, and Sentient.
Scale indicators14 records
Recent moves6 records
Expansion highlights5 records
FLock.io competitors and assessment
Company assessmentDirect peers
- Flower Labs: Federated learning framework and platform used by enterprises to train AI without centralizing data. Most direct comparable on the federated learning side, though Flower is framework-centric while FLock adds a blockchain/token incentive layer.
- Gensyn: Decentralized protocol for training AI models across distributed compute with on-chain verification. Direct competitor in the Web3-AI training space targeting similar privacy and decentralization value props.
- Ritual: Decentralized AI network combining inference and fine-tuning with cryptographic verification. Overlaps with FLock's decentralized training infrastructure and sovereign AI positioning.
- Prime Intellect: Decentralized AI training platform aggregating distributed compute for foundation model training. Competes in the same Web3-AI training category and was co-listed by StartUs Insights among top federated learning companies.
- io.net: Decentralized GPU compute network for AI workloads. Currently a partner of FLock on 'Proof of AI' but operates an overlapping distributed-compute-for-AI value proposition.
- Sentient: Open-source AI platform leveraging decentralized community contributions for model development. Co-participant at AI x Web3 2026 Seoul Summit; competes in the decentralized foundation model category.
- Akash Network: Decentralized cloud computing (supercloud) marketplace where FLock nodes are deployed. Adjacent in stack but targets the same decentralized AI infrastructure buyer.
- Hyperbolic: Decentralized AI compute provider supplying GPUs to AI developers, including FLock's network. Comparable decentralized AI infrastructure target customer and ecosystem participant.
Broad incumbents
- Together AI: Cloud platform for decentralized open-source generative AI training, inference, and fine-tuning. Larger incumbent with broader capabilities but less Web3-native incentive architecture.
Emerging players
- Morpheus: Smart Agent / RAG Agent network for on-chain transactions where FLock contributes. Overlaps with FLock's Web3 AI agent work but is more focused on agentic inference than training.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat6 records
Key risks6 records
Key highlights7 records
Customer concentration
FLock.io social profiles
Digital presenceFLock.io financial estimates
Financial estimateRevenue estimate
Valuation estimate
FLock.io leadership team
Management profileNumber of profiles
Profiles1 record
FLock.io funding detail
Funding detailFunding overview
Funding rounds4 records
Investors17 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
FLock.io 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 FLock.io
What does FLock.io do?
FLock.io operates a decentralized AI training platform that combines federated learning with blockchain-based verification to enable privacy-preserving AI model development. Organizations and developers can train, validate, and deploy AI models without moving or exposing their raw data, using a network of validators and delegators incentivized through the FLOCK token. The platform's four core modules—AI Arena, FL Alliance, API Platform, and Moonbase/FOMO—form an integrated workflow for collaborative model training, fine-tuning, deployment, and monetization.
Is FLock.io a public or private company?
FLock.io is a private company. It is classified as venture growth investor backed and is currently operating.
When was FLock.io founded?
FLock.io was founded in 2020. It employs 11 to 50 people.
Where is FLock.io based?
FLock.io is headquartered in London, United Kingdom, in the Europe region.
How does FLock.io make money?
Three revenue lines are on record. AI Model Training Services are the primary driver. The others are API Access and Model Deployment and enterprise and Government Contracts.
Who are FLock.io's main competitors?
Direct peers on record are Flower Labs, Gensyn, Ritual, Prime Intellect, io.net, Sentient, Akash Network and Hyperbolic. Together AI is listed as a broad incumbent. Morpheus is listed as an emerging player.
Does FLock.io have an API?
Yes. FLock.io provides a public API platform (platform.flock.io) for deploying FLock-trained AI models into real applications. The platform also supports Coinbase's x402 payment API, enabling users and agents to pay and access AI models. SDK support is available. Developer documentation is at docs.flock.io.
What industry is FLock.io in?
FLock.io's product category is Decentralized AI / Federated Learning Platform. Its primary akta.pro industry code is HDAAAKAI, Confidential AI & Privacy-Preserving ML (federated learning, MPC, HE, TEEs), with a secondary code of HDAEANAA, End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management). Its NAICS code is 54151 and its SIC code is 7373.