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A global data-driven consortium

Deep Knowledge Group

DeepTech for Social Good

An international consortium of for-profit and non-profit entities advancing frontier science and technology development, acquisition and deployment, from R&D and technoindustrial ecosystem intelligence to productization, platformization, financial commoditization, technophilanthropy, policy and practical deployment.

KNOWLEDGE IS POWER
DEEP KNOWLEDGE IS TRANSCENDENT POWER
The Group

From deep knowledge
to real-world deployment.

Deep Knowledge Group develops, acquires and deploys frontier technology and knowledge assets through a connected consortium of commercial and non-profit entities.

Our core return on impact is accelerated, de-risked deployment that improves human health, intelligence and opportunity. Healthy life expectancy (HALE) and quality-adjusted life years (QALYs) are central measures of the social outcomes we prioritise.

Commercial development and technophilanthropy work together: building durable practical capability while broadening access to the benefits of frontier science and technology.

Research & developmentEcosystem intelligenceInvestment & financePolicy & institutionsTechnology deploymentTechno-philanthropy
Existing Deep Knowledge Group three-dimensional cube

Development, acquisition and democratised deployment

Commercial entities and non-profit programmes advance a shared purpose: accelerating and de-risking the deployment of frontier science and technology to improve human health, intelligence and opportunity. Commercial value and technophilanthropy provide complementary routes to that purpose.

More than a decade of deep knowledge

Our work has progressed from analytical, classification and benchmarking frameworks to end-to-end ecosystem mapping, extensive databases, forecasting methodologies and proprietary technology stacks. These foundations support the development and acquisition of technology, intellectual property and knowledge assets.

A public portfolio and a proprietary research layer

The entities and projects presented here are one layer of a wider programme. Proprietary analytics, R&D and technology development operate alongside publicly disclosed work, combining capabilities ready for deployment now with long-horizon scientific and technological research directed at the next decade.

Our connected ecosystem

One group. A connected field of capabilities.

Explore DKG projects and divisions across intelligence, longevity, frontier technology, finance, deployment and social good.

Browse the current public portfolio →
Frontier priorities

Long-term capability across the fields defining tomorrow.

01 · INTELLIGENCE & PUBLIC BENCHMARKING

Global competitiveness
and ecosystem intelligence

International indexes, scientific and industrial profiling, regional intelligence and connected analytical platforms.

Explore intelligence projects →
02 · LONGEVITY & HEALTH

Longevity systems
and practical infrastructure

From longevity medicine and clinical blueprints to digital operating systems, habitats, modular longevity and finance.

Explore longevity projects →
03 · NEXT-GENERATION TECHNOLOGY

QuantumTech, AI
and frontier capabilities

Technology and knowledge asset development, advanced matching and the analytical foundations of early entry.

Explore frontier technology →
Artificial intelligenceLongevityBioTech & PharmaQuantum technologiesFinTech & InvestTechGovTechSpaceTechFemTech
The analytical foundation

Understand the whole ecosystem.
Act on what is real.

More than a decade of analytical development connects classification, benchmarking and forecasting frameworks with end-to-end ecosystem mapping, large structured databases and proprietary intelligence stacks. This continuous system supports knowledge-asset development and acquisition, selective capital deployment and decisions grounded in technological reality.

  1. 01 · Analytical foundations

    Frameworks, classification and benchmarking

    Develop the taxonomies, analytical methods and readiness criteria that make a frontier domain comparable and intelligible.

    Industry frameworks ↗
  2. 02 · Ecosystem intelligence

    Map and profile whole ecosystems

    Build extensive structured databases linking technologies, organisations, investors, institutions, infrastructure and expertise.

    Ecosystem mapping ↗
  3. 03 · Decision infrastructure

    Proprietary analytics and forecasting

    Translate those databases into big-data analytics, investment intelligence and dashboards for internal use and commercial applications.

    Analytics and dashboards ↗
  4. 04 · Assets and deployment

    Develop, acquire and deploy

    Use that knowledge to select technology and IP, build projects and spinouts, and bring practical capabilities into real-world use.

    Projects and priority domains ↗
Mapping frontier science and technology

Long-standing work making complex industrial ecosystems visible and understandable.

Seeing how capabilities evolve and connect

Connected visual analytics support a deeper view of technology development and opportunity.

Longevity.Group

Health is the New Wealth.

A comprehensive longevity ecosystem: advanced medicine and functional medicine, digital infrastructure, clinics, habitats, modular longevity, real estate and finance.

First to define the longevity industry and its frameworks.
First to map, profile and systematise the whole industry.
First to unify all of longevity—the Longevity Constellation.

Milestones in Longevity.Group’s own account of its development, built on DKG’s long-standing industry work.

Illustrative digital longevity avatars and modular longevity environments
Digital longevity infrastructure, modular environments and practical deployment.
Medicine & clinical blueprints

Longevity Medicine, Functional Medicine 2.0, protocols, clinical pathways and clinics.

Digital operating systems

Core longevity infrastructure, LBams, Longevity Club and integrated knowledge assets.

Longevity environments

Habitats, modular infrastructure, longevity real estate and implementation blueprints.

Intelligence & finance

Industry databases, profiling, investment technologies and longevity as a new asset class.

A decade of longevity industry development

Early conviction. Long-term groundwork. Public milestones.

2014

First longevity investment

Deep Knowledge Ventures made its inaugural longevity-industry investment in 2014, combining artificial intelligence and biotechnology.

10+ years

Defining and profiling an industry

Frameworks, ecosystem maps, books and detailed analysis connecting science, technology, medicine and finance.

2022 record

The world’s largest longevity industry database

DKG’s published record described 50,000 companies, 12,000 investors and 1,200 R&D hubs across 20 sectors.

2025

Biotechnology reaches public markets

Insilico Medicine completed the largest Hong Kong biotech IPO of 2025 by fundraising size.

Historical record: DKV’s 2014 seed-investment account; DKG’s 2022 Davos presentation and database description; Insilico Medicine’s 30 December 2025 IPO announcement. Database figures are dated, not current totals.

DeepTech financial commoditization

Building the foundations of a new asset class.

DeepTech and longevity require financial infrastructure that can recognise scientific capability, technology, intellectual property and long-term societal value.

DKG’s agenda connects deep ecosystem analytics with investment technologies, valuation frameworks and emerging financial structures—helping longevity develop as a new asset class and health become a new form of wealth.

Health is the New Wealth
01
Scientific & technological capabilityResearch, validated capabilities and intellectual property
02
Deep analytics & valuationEcosystem context, comparability, evidence and risk
03
Investment & financial infrastructurePlatforms, indexes and emerging financial instruments
04
Deployment & societal benefitPractical technology, healthier lives and durable value

An infrastructure development agenda for the emerging DeepTech and longevity economy.

Our purpose

Our primary return: healthier lives and wider opportunity.

DeepTech for Social Good is the Group’s core return on impact. Commercial and non-profit programmes pursue complementary routes to accelerated, de-risked and democratised deployment of frontier science and technology.

HALEHealthy life expectancy: more years lived in good health.
QALYsQuality-adjusted life years: the duration and quality of human life.
Human opportunityGreater intelligence, access and practical capability.

Build durable practical capability

Develop and acquire technology and knowledge assets, support viable ventures, and connect research with capital and implementation.

Explore the commercial portfolio →

Advance technology for public benefit

Apply research, open knowledge, analytics and techno-philanthropy to health, inclusion and significant societal challenges.

Explore techno-philanthropy ↗
A wider ecosystem perspective

Deep Knowledge Group Projects Ecosystem

Explore 25 priority domains within a broader operating system of public projects, proprietary intelligence, R&D and technology development.

Knowledge made accessible

Our Virtual Library

Explore books connecting longevity science, medicine, technology and the industries shaping longer, healthier lives.

The Group’s long-standing work combines detailed ecosystem profiling with published knowledge that helps researchers, institutions and readers understand a complex and evolving field.

International acknowledgements

Research recognised in public discourse.

Public references, commentary and collaboration across government, law and industry. Each acknowledgement is shown with the work and context it concerns.

Historical acknowledgements · existing homepage
Benjamin Netanyahu

Benjamin Netanyahu

Israeli Prime Minister at the time

His office acknowledged Israel’s leading position in DKG’s COVID-19 health safety assessment.

COVID-19 Health Safety Countries ranking Source ↗
Hong Nam-ki

Hong Nam-ki

South Korean Deputy Prime Minister at the time

Publicly referenced the Group’s COVID-19 Safety Ranking in August 2020.

COVID-19 Safety Ranking · 2020 Source ↗
Karin Prien

Karin Prien

German education minister at the time

Commented on Germany’s leading European position in the pandemic assessment.

DKG pandemic safety assessment Source ↗
Judith Varga

Judith Varga

Hungarian Minister of Justice at the time

Referenced DKG’s research and Hungary’s fourth-place European ranking.

DKG pandemic safety assessment Source ↗
Alain Berset

Alain Berset

Swiss Federal Councillor at the time

Referenced Switzerland’s first-place standing in the assessment of pandemic resilience.

DKG COVID-19 country ranking Source ↗
AI competitiveness and life sciences · report-specific commentary
Dame Jenny Shipley

Dame Jenny Shipley

Former Prime Minister and Health Minister of New Zealand

“For health ministers trying to decide when and how to deploy AI in systems and across systems, this AI competitiveness report will be invaluable…”

Comments on Global AI Competitiveness Index Part 6. Deep Knowledge Analytics was the main analytical provider. Source ↗
Rudolf Scharping

Rudolf Scharping

Former Federal Minister of Defence, Germany

“This report sheds light on that reality by showing that competitiveness comes from the ability to connect research excellence with industrial execution, clinical validation, regulatory reliability and capital formation.”

Comments on Global AI Competitiveness Index Part 6. Deep Knowledge Analytics was the main analytical provider. Source ↗
Rudolf Mellinghoff

Rudolf Mellinghoff

Former German Constitutional Court Justice; former Federal Fiscal Court President

“This report rightly treats accountability, explainability and legal certainty as the foundations of competitiveness rather than as obstacles to it.”

Comments on Global AI Competitiveness Index Part 7. Deep Knowledge Analytics was the main analytical provider. Source ↗
John Lee

John Lee

Chief Executive of Hong Kong

“Hong Kong came third in the Global AI Competitiveness Index, after only New York and London…”

Public citation of Global AI Competitiveness Index Part 5 in his opening speech. Deep Knowledge Analytics was the main analytical provider. Source ↗
Hussain Al Mahmoudi

Hussain Al Mahmoudi

CEO, Sharjah Research, Technology and Innovation Park

“I am very pleased to collaborate with Deep Knowledge Analytics to launch the UAE’s first Life Sciences report, which covers the full Life Sciences and Longevity landscape across the country.”

Comments on the UAE Life Sciences report and the SRTIP collaboration with Deep Knowledge Analytics. Source ↗
Media, commentary and public visibility

Explore the coverage. Hear the conversation.

A connected digest of DKG research, public commentary, broadcast appearances and official announcements.

Notable press features · existing homepage artwork
Fortune ArabiaFinancial TimesFortuneForbesCNNBBCNikkei Asian ReviewThe NationalThe Straits TimesDeutsche WelleDer SpiegelSwissinfoThe GuardianMarketWatchKhaleej TimesMIT Technology ReviewThe TelegraphRTLCNBC ArabiaYahoo Finance

AI competitiveness in public discussion

Two compact video embeds, with captions identifying the index and original context.

John Lee

Opening speech · Global AI Competitiveness Index Part 5

Dame Jenny Shipley

Comments on Global AI Competitiveness Index Part 6

Television and broadcast appearances

CNN

Deep Knowledge Group Dubai · COVID City Ranking

CNBC Arabia

Kate Batz · FemTech Analytics

Emirates News

Baha Hamadi · DKG Dubai Office

Conferences and institutional dialogue

Part of the conversation shaping the future.

Selected appearances across longevity, healthcare, technology and the economy.

Davos Longevity Summit

Davos Longevity Summit

Dmitry Kaminskiy’s keynote at the 2022 longevity summit, held during the World Economic Forum annual meeting.

Explore this appearance ↗
The Economist · Ageing Societies

The Economist · Ageing Societies

A long-standing contribution to the conversation on longevity, demographic change and economic development.

Explore this appearance ↗
Forbes Middle East Healthcare Summit

Forbes Middle East Healthcare Summit

Dmitry Kaminskiy speaking on healthcare and longevity at the 2024 summit.

Explore this appearance ↗
From knowledge to practical progress

Connect with the capability your next challenge needs.

For institutions, investors, researchers, operators and partners advancing frontier technology and societal benefit.