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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
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.
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.
01 · Analytical foundations
Frameworks, classification and benchmarking
Develop the taxonomies, analytical methods and readiness criteria that make a frontier domain comparable and intelligible.
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.
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.
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 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.
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
Israeli Prime Minister at the time
His office acknowledged Israel’s leading position in DKG’s COVID-19 health safety assessment.
AI competitiveness and life sciences · report-specific commentary
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
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
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
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
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 ↗
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.
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 ↗