What Human Native AI does

Human Native AI was a London-based AI data marketplace founded in 2024 by co-founders James Smith (CEO) and Jack. The platform connected content creators and publishers—seeking control, compensation, and credit for AI use of their work—with AI developers and companies needing licensed, high-quality data for model training and inference. Its product surface combined a licensed data catalogue with three workflow tools: rights management for controlling how content is used by AI systems, copyright protection/monitoring for infringement detection in AI training pipelines, and data quality evaluation for assessing the suitability of licensed datasets. Revenue was intended to flow through marketplace commissions on licensing transactions, though no pricing or fee structure was publicly disclosed.

The company operated as a horizontal B2B marketplace rather than a vertically integrated data supplier. Its early commercial footprint included enterprise AI buyers such as Google DeepMind and Figma, and its team drew from DeepMind, Google, Figma, and Bloomberg. It raised a £2.8M seed round in June 2024 led by LocalGlobe and Mercuri, followed by a March 2025 financing with an expanded investor syndicate.

On 15 January 2026, Human Native AI was acquired by Cloudflare (NYSE: NET) to accelerate the build-out of a licensed AI data marketplace within Cloudflare's broader edge and publisher infrastructure. The founding team joined Cloudflare while preserving the original mission, marking the company as effectively absorbed into a much larger strategic acquirer rather than a continuing independent operator.

Name

Human Native AI

Legal name

Human Native AI

Website

https://humannative.ai

Company type

Private

Founded year

2024

Operating status

Acquired

Headcount range

11–50 employees

Short description

Human Native AI is a London-based AI data marketplace, founded in 2024, that connected content creators and publishers with AI developers to license training and inference data. It was acquired by Cloudflare in January 2026.

Ownership category

akta.pro rank

Product category

AI Data Marketplace

NAICS

Software Publishers (513210), Software Publishers (51321), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (5182)

SIC

Services-Prepackaged Software (7372), Services-Computer Programming, Data Processing, Etc. (7370)

akta.pro primary industry

Ethical Data Sourcing, Consent & Data Provenance (HDAAAMAI)

akta.pro secondary industries

AI Privacy Engineering & Data Governance (PII, consent, retention) (HDAAAKAB), Audit, Explainability & Accountability Tooling (traceability, reporting) (HDAAAKAL)

Keywords

• AI data marketplace
• Content licensing platform
• AI training data
• Rights management
• Copyright protection

Headquarters

HQ city

London

HQ country

United Kingdom

HQ region

Europe

Offices1 record

Markets served

GTM type

B2B

Offering type

Digital Commerce or Content

Cost components

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

Revenue model

1. Data Licensing Marketplace: Platform facilitating transactions between AI developers seeking training/inference data and content creators wanting to monetize their work. The marketplace enabled content discovery, pricing, and purchasing through transparent channels.

Go-to-market motion1 record

Distribution channels1 record

Marketing channels1 record

Core offering

Human Native AI operates an AI data marketplace that connects content creators and publishers with AI developers and companies. The platform enables creators to control, price, and monetize their content for use in AI model training and inference, while giving AI developers fair, transparent access to licensed, high-quality data through a catalog with rights management, data quality evaluation, and copyright protection tools.

Product overview

Human Native AI operated as a single unified product—an AI data marketplace that connects AI developers with content creators. The marketplace enabled creators to get control, compensation, and credit (the 3 C's) for their work being used by AI, functioning as a licensed data catalogue with fair compensation mechanisms. Following its acquisition by Cloudflare in January 2026, the company joined Cloudflare to accelerate its mission of creating a new economic model for the internet in the age of AI.

Differentiator

Problem solved

Functional benefit

Products and services

• Human Native AI Data Marketplace An AI data marketplace connecting content creators with AI developers, enabling creators to control, price, and monetize their content for AI model training and inference while providing AI developers with fair access to licensed data through transparent channels. Includes rights management tools, data quality evaluation, and copyright protection features.

Quantifiable outcome

• Help creators get control, compensation and credit for their work being used by AI

Named customers2 records

Segments2 records

Ideal customer profiles2 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Feature3 records

Partnerships

One partnership is on record.

• CloudflareflagshipStrategic or Co-development PartnerAcquired Human Native in January 2026 to build a licensed AI data marketplace. Cloudflare approached Human Native to combine forces in creating a new economic model for the internet in the age of AI. The acquisition provides access to big-company resources while preserving the startup's team and mission.

Scale indicators3 records

Recent moves5 records

Expansion highlights5 records

Direct peers

• Spawning AI: Operates an opt-in registry and marketplace for AI training data, including the 'Have I Been Trained' registry for creators. Directly comparable as a two-sided platform connecting creators with AI developers with rights and consent at the core.

Broad incumbents

• Shutterstock: Major stock content library that has launched AI licensing programs (including partnerships with OpenAI) and contributed its image library for AI training. Comparable as a large incumbent licensing rights-cleared content into AI model pipelines.
• Getty Images: Global stock imagery licensor with active AI strategy, including launching its own generative AI tool and pursuing litigation over AI training data usage. Comparable as a rights-holder with both licensing and enforcement playbooks for AI-era content.
• Adobe: Through Adobe Stock and Firefly, Adobe operates both a content licensing business and an AI model trained on licensed stock content. Comparable as a creator-tools incumbent building licensed AI training pipelines.
• Appen: Long-established provider of training data and data annotation services for AI and ML systems. Comparable as a supplier of AI-ready data to enterprise model developers, with overlapping customer base though different data types.

Emerging players

• Scale AI: Data infrastructure platform providing labeled training data and RLHF services for AI developers. Comparable as a data intermediary serving the same AI developer buyer segment, though focused on labeling/curation rather than rights-cleared content licensing.
• Toloka AI: Crowdsourced data labeling and human-in-the-loop platform serving AI developers. Comparable as a marketplace-style platform for AI training data, though oriented around annotation labor rather than licensed content rights.
• Hugging Face: Hosts a large catalog of open and licensed datasets used for AI training and evaluation, and increasingly provides dataset licensing infrastructure. Comparable as an emerging marketplace venue for AI training data supply and demand.
• Stability AI: Generative AI model developer that has signed licensing arrangements with content rights holders and pursued opt-in datasets. Comparable as a buyer of licensed AI training data and as a model of buyer-side partnership structures.

Others

• Cloudflare: Acquirer of Human Native AI and infrastructure provider whose network and publisher relationships now power the marketplace. Relevant as the strategic acquirer that determines the future trajectory and resource allocation of the company.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat4 records

Key risks7 records

Key highlights6 records

Customer concentration

Revenue estimate

Valuation estimate

Number of profiles

Profiles2 records

Funding overview

Funding rounds2 records

Investors5 records

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 Human Native AI