What NDN Group does

NDN Group (legal name Network Data Nexus Ltd) is a privately held pan-Asian AI operating platform founded in Hong Kong in 2002, operating 43 entities across 6 Asian markets (Hong Kong, Shanghai, Macau, Singapore, Vietnam) and 13 sectors. The company functions as a platform-plus-ventures architecture: the core platform is Digital Group AI, positioned as the first AI-agent enterprise platform in Asia, paired with N+ Ventures (an AI-native venture studio) and proprietary data-intelligence infrastructure that powers the venture portfolio. The portfolio spans AI intelligence (GeoNeo.ai, Slom.ai), FinTech (XN Insight, Trackbill.ai, NDN2 Vision Fund), Insurtech (YAS Digital, reinsured by Swiss Re and Peak Re), Media/AdTech (HotMob, New Digital Noise, Digital 360), Education (NDN Academy, Project Moses, GoImpact), and Impact/Sustainability (AZUR Climate, a 20MW waste-to-energy plant in Northern Thailand). The company has executed 5 confirmed exits, including an HKEx listing (NOIZChain 8163) and multiple M&A transactions.

The business model is multi-streamed: programmatic and direct mobile advertising revenue from HotMob's 2,100+ clients; insurance premiums and reinsurance flows via YAS; quantitative fund management fees from XN Insight (currently raising $5-10M AUM); venture carried interest and portfolio returns via N+ Ventures and NDN2 Vision Fund; subscription and usage fees from AI platforms (GeoNeo.ai, Slom.ai, Trackbill.ai); and professional services / programme fees from NDN Academy, GoImpact, and Freecomm. Distribution combines enterprise direct sales (with field offices across APAC), self-serve product-led growth for AI tools, embedded/white-label distribution for insurance, and institutional LP fundraising for venture capital. The go-to-market approach emphasises co-founding, board participation, and operational involvement rather than passive investment, with the platform's data signals (AI query flow, media density, policy flow, market signals, ESG velocity) treated as a shared asset across the 43-entity ecosystem.

The underlying technology stack relies heavily on third-party foundation models (GPT-4o, Claude, Grok 3, Gemini, Perplexity, DeepSeek, Qwen, Hunyuan, Kimi) orchestrated through NDN-built applications and AI-agent infrastructure, with proprietary quantitative trading strategies, AI risk models for mobility insurance, and dual-market GEO scoring forming the differentiation layer. Notable performance claims include a 4.67 Sharpe ratio and 35% annual return for XN Insight, 2.1M+ people insured via YAS, 177,000 ad impressions per minute via HotMob, and 12,530 tonnes of CO2eq avoided annually via AZUR Climate. The company is led by founder and Chairman Andy Ann, with a 251-500 employee headcount and offices across the APAC region.

Name

NDN Group

Legal name

Network Data Nexus Ltd

Website

https://ndngroup.com

Company type

Private

Founded year

2002

Operating status

Operating

Headcount range

251–500 employees

Short description

NDN Group is a privately held pan-Asian AI operating platform founded in Hong Kong in 2002, running 43 entities across media, fintech, insurtech, and impact verticals. It builds, co-founds, and scales AI-native ventures for enterprise clients in 6 Asian markets.

Ownership category

akta.pro rank

Product category

AI Operating Platform

NAICS

Custom Computer Programming Services (541511), Other Financial Vehicles (52599)

SIC

Services-Computer Integrated Systems Design (7373), Security Brokers, Dealers & Flotation Companies (6211)

akta.pro primary industry

AI Application Enablement Platforms (Copilot/Agent Frameworks, SDKs) (HDAEANAJ)

akta.pro secondary industries

Data, Analytics & AI Training (BI, Data Engineering, ML/GenAI) (BPAEANAH), Data Science, Machine Learning & AI (Modeling, MLOps, GenAI) (EDABAFAE)

Keywords

• AI operating platform
• Venture studio services
• Mobile advertising network
• Quantitative trading fund
• Embedded mobility insurance

Headquarters

HQ city

Wan Chai

HQ country

Hong Kong SAR China

HQ region

Asia

Offices5 records

Markets served

GTM type

B2B

Offering type

Services

Cost components

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

Revenue model

1. Media & Advertising Revenue: HotMob - Hong Kong's first mobile advertising network generating ad impressions (177,000 per minute) across 2,100+ clients in HK, Shanghai, Macau, Vietnam, and Singapore. Revenue from programmatic and direct advertising.
2. Venture Capital & Portfolio Returns: N+ Ventures institutional-grade LP platform and NDN2 Vision Fund for early-stage capital deployment. 5 confirmed exits including HKEx listing (NOIZChain 8163) and M&A transactions. Revenue from carried interest and portfolio returns.
3. Insurance Premium Revenue: YAS Digital - AI/EV/Robotics/AV insurance. Asia's first embedded mobility insurer with 2.1M+ people insured. Revenue from insurance premiums, reinsured by Swiss Re and Peak Re.
4. Quantitative Trading Management Fees: XN Insight - Self-adaptive quantitative trading fund with 35% annual return and 4.67 Sharpe ratio. Four proprietary strategies. Currently raising $5-10M AUM.
5. Education & Training: NDN Academy - Executive AI programmes for corporations. GoImpact - Asia's leading ESG microlearning platform. Project Moses - AI access for underprivileged communities. Revenue from programme fees.
6. AI Platform Subscriptions: Slom.ai - East+West LLM aggregator for SME businesses with intelligent routing. GeoNeo.ai - Dual-market GEO scoring platform. Revenue from subscription and usage-based pricing.
7. Web Accessibility Services: Freecomm - Triple Gold Award-winning web accessibility solutions for NGOs and government bodies across Asia. Revenue from professional services contracts.

Go-to-market motion2 records

Distribution channels6 records

Marketing channels6 records

Core offering

NDN Group is a pan-Asian AI operating platform that co-founds, builds, and scales AI-native companies across media, fintech, insurtech, AI intelligence, education, and impact sectors. It runs a portfolio of operating ventures — including Digital Group AI (AI-agent enterprise OS), GeoNeo.ai (dual-market GEO scoring), Slom.ai (East+West LLM aggregator), YAS Digital (AI insurance), XN Insight (quantitative trading), HotMob (mobile ad network), GoImpact (ESG microlearning), and NDN Academy (executive training) — and operates an institutional LP venture studio (N+ Ventures) for co-founding new AI-native companies.

Product overview

NDN Group is a pan-Asian AI operating platform (est. 2002) that functions as a platform-plus-ventures architecture. The core comprises Digital Group AI (Asia's first AI-agent enterprise platform), N+ Ventures (AI-native venture studio), and data intelligence infrastructure. The ventures portfolio spans AI intelligence (GeoNeo.ai, Slom.ai), FinTech (XN Insight, Trackbill.ai, NDN2 Fund), Insurtech (YAS Digital), Media/AdTech (HotMob, New Digital Noise, Digital 360), Education (NDN Academy, Project Moses), and Impact/Sustainability (GoImpact, AZUR Climate). The ecosystem operates across 43 entities in 6 Asian markets with proprietary dual-market AI intelligence scanning both Western and Asian large language models simultaneously.

Differentiator

Problem solved

Functional benefit

Brands

• GeoNeo.ai: Dual-market GEO scoring platform across 9 AI engines - Western and Asian LLMs
• YAS
• XN Insight
• HotMob
• N+ Ventures
• Slom.ai
• GoImpact
• Digital Group AI
• NDN Academy
• AZUR Climate
• Respond.io
• Trackbill.ai
• New Digital Noise
• Freecomm

Products and services

• Digital Group AI AI-agent enterprise platform that serves as the operating system for the entire NDN ecosystem, enabling zero-staff AI agent companies and AI systems that replace entire operational layers. Built for enterprise AI transformation across Asian markets.
• GeoNeo.ai Dual-market GEO scoring platform that scans 9 AI engines — Western (GPT-4o, Claude, Grok 3, Gemini, Perplexity) and Asian (DeepSeek, Qwen, Hunyuan, Kimi) — simultaneously. Measures AI brand visibility and positioning across East and West markets as the first platform of its kind.
• Slom.ai East + West LLM aggregator for SME businesses. Provides a single interface that intelligently routes queries to the optimal model (GPT-4o, Claude, DeepSeek, Qwen) for each task.
• N+ Ventures Asia's first AI-native venture studio with institutional-grade LP platform. Co-founds AI-native companies, builds operations from zero, and stays invested alongside founders; eight companies co-founded from scratch.
• YAS Digital AI-powered embedded mobility insurance for electric vehicles, robotics, and autonomous vehicles. Asia's first embedded mobility insurer, reinsured by Swiss Re and Peak Re, with 2.1M+ people insured across Asia; rated as Nasdaq pipeline.
• XN Insight Self-adaptive quantitative trading fund operating four proprietary strategies (Beta, Delta, Theta, RegimeDirectional) with 35% annual return and 4.67 Sharpe ratio. AI-native from the first trade with zero human emotion in the loop; currently raising $5-10M AUM.
• HotMob Hong Kong's first mobile advertising network, serving 2,100+ clients across Hong Kong, Shanghai, Macau, Vietnam, and Singapore. Delivers 177,000+ ad impressions per minute and has won 150+ industry awards.
• NDN Academy Executive AI programmes for corporations and communities. Upskills leadership teams across six Asian markets as part of NDN Group's AI transformation education vertical.
• Trackbill.ai WhatsApp-native AI expense management platform with AI receipt capture and native bidirectional sync with Xero and QuickBooks. Supports 50+ currencies for mobile-first business owners.
• GoImpact Asia's leading ESG microlearning platform. Partners include SMU, HKUST, Temasek Foundation and Bursa Malaysia; has transformed 1,106+ ESG professionals and is positioned for HKEX ESG compliance.
• Freecomm Triple Gold Award-winning web accessibility solutions for NGOs and government bodies across Asia, ensuring digital systems serve users regardless of ability.
• Holographic Panda Virtual Exhibit Interactive holographic virtual exhibit featuring AI-powered Proto Hologram technology at Ocean Park Hong Kong, enabling visitors to interact and photograph with a holographic panda mother and cubs.

Quantifiable outcome

• 2.1M+ people insured across Asia via YAS Digital
• +5 more outcomes

Named customers4 records

Segments6 records

Ideal customer profiles6 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration2 records

AI capability11 records

Feature6 records

Partnerships

Eight partnerships are on record, tiered minor and core.

• Ocean ParkminorStrategic or Co-development Partner · 15 January 2025Ocean Park collaborated with NDN Group for holographic panda exhibit using Proto Hologram technology. Visitors can interact and photograph with holographic panda mother and cubs.
• Maxim'sminorStrategic or Co-development Partner · 15 January 2025Maxim's collaborated with NDN Group and Ocean Park for the holographic panda exhibit at Ocean Park, created with AI-powered Proto Hologram technology.
• Swiss RecoreStrategic or Co-development PartnerSwiss Re provides reinsurance for YAS AI risk models. Major global reinsurer backing the platform's insurance ventures.
• Peak RecoreStrategic or Co-development PartnerPeak Re reinsures YAS AI risk models alongside Swiss Re, providing reinsurance capacity for the insurance platform.
• Singapore Management University (SMU)coreStrategic or Co-development PartnerSMU is a partner for GoImpact, Asia's leading ESG microlearning platform. SMU is one of the educational institutions in the partnership network.
• Hong Kong University of Science and Technology (HKUST)coreStrategic or Co-development PartnerHKUST is a partner for GoImpact ESG microlearning platform.
• Temasek FoundationcoreStrategic or Co-development PartnerTemasek Foundation is a partner supporting GoImpact ESG education initiatives.
• Bursa MalaysiacoreStrategic or Co-development PartnerBursa Malaysia is a partner for GoImpact ESG microlearning platform, supporting ESG education in Malaysia.

Scale indicators18 records

Recent moves6 records

Expansion highlights6 records

Broad incumbents

• Meltwater: Global media intelligence and AI analytics platform that acquired Klarity Analytics (NDN's first major exit) in 2017. Comparable as a media intelligence / AI data platform operating across Asia and as a known acquirer of NDN-built assets.
• SenseTime: Hong Kong-listed AI foundation model and computer vision company with pan-Asian operations. Comparable to NDN's AI intelligence ventures (GeoNeo.ai, Digital Group AI) as an Asia-headquartered AI platform with enterprise and government customers.
• InMobi: Singapore-origin mobile advertising and marketing platform with strong Asia presence. Comparable to HotMob as a scaled mobile-first ad network serving pan-Asian enterprise clients with data-driven campaign optimization.
• Appier: Taiwan-headquartered AI marketing and advertising platform operating across APAC. Comparable to NDN's HotMob + GeoNeo pairing — AI-driven adtech and brand intelligence serving Asian enterprise marketers.
• Animoca Brands: Hong Kong-headquartered Web3/digital conglomerate with a sprawling portfolio of AI, gaming, and blockchain subsidiaries. Already an NDN portfolio holding and the closest direct peer in structure — Asian-rooted holding platform spanning media, fintech, and digital ventures.
• Hutchison Asia Telecommunications: Pan-Asian telecom and digital conglomerate operating across Hong Kong, Indonesia, Vietnam, and Sri Lanka. Comparable as a long-standing Asian holding group operating media, digital, and technology ventures across NDN's core geographies.

Direct peers

• Antler: Global early-stage venture studio and investor with deep Asia operations (Singapore, Indonesia, Vietnam). Comparable to N+ Ventures as a venture studio that co-founds companies, deploys capital, and supports founders from zero.
• Brinc: Hong Kong-based venture studio and accelerator with hardware/IoT/AI focus and global programs. Closest geographic peer to N+ Ventures, also building AI-native startups with operational involvement and pan-Asian reach.
• bolttech: Hong Kong-headquartered insurtech building embedded insurance distribution for mobility, electronics, and lifestyle across Asia. Directly comparable to YAS Digital as an Asia-first embedded insurtech with reinsurance backing and pan-Asian distribution.

Others

• HKBN (Hong Kong Broadband Network): Hong Kong telecom and technology conglomerate that acquired Y5zone from NDN's portfolio. Relevant as both a confirmed exit counterparty and as an acquirer of NDN-built ventures — comparable as a HK-headquartered digital ecosystem.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat6 records

Key risks6 records

Key highlights6 records

Customer concentration

• Xx.com/ndnhotmedia

Revenue estimate

Valuation estimate

Number of profiles

Profiles1 record

Subsidiaries14 records

Funding overview

Funding rounds

Investors

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 NDN Group