Insights on Real Issues, Real People & Real Impact.
Depth, evidence-based research, and uncompromising quality



Insights that Spark Action: Real Stories. Real Impact.
In a crowded landscape of quick fixes and surface-level analysis, we deliver depth, foresight, data-driven "know-how", and uncompromising quality


The Digital Artisan: Maintaining Human Excellence In The Age Of AI
NEW RESEARCH PAPER
AI efficiency is remarkable, but as it handles more cognitive work, critical human capabilities, sound judgment, ethical reasoning, systems thinking are atrophying.
Our research reveals a three-level capability crisis, how to manage it and empower ESG professionals to leverage AI without sacrificing human intelligence.
Double the ESG Impact at half the cost!
AI, IoT, blockchain, Gen AI, Multi-agents and quantum computing are revolutionising CSR. Our research reveals the highest ROI applications and why first movers win big - transforming CSR from cost centre to profit driver.
Multiplier l’impact ESG en divisant les coûts par deux
L’IA, l’IoT, la blockchain et l’IA générative transforment la RSE. Notre étude révèle où se créent les meilleurs ROI et pourquoi les pionniers prennent l’avantage, faisant de la RSE un levier de performance.
AI Dividend: How Deep Tech Supercharges Corporate ESG
ESG (RSE) Augmentée : Quand l’IA et les Deep Tech Changent d’Échelle
For sustainability leaders, policymakers, and digital transformation teams navigating AI-driven ESG measurement, this article is a must-read. It explores how organisations can harness data and AI for accountability and impact, without crossing the line into surveillance, loss of trust, or erosion of digital dignity.
AI & Digital Dignity: Why Measurement must not become Surveillance
Impact Computed: Supercomputing to Fast-Track SDG 2030 Agenda
For policymakers, sustainability managers, and ESG leaders racing against the SDG 2030 deadline. This research paper explains why supercomputing is no longer optional, and how it can radically accelerate impact across climate, health and development.
AI can accelerate ESG outcomes, but without human context, governance, and adoption, it often amplifies complexity instead of impact. Real sustainability progress happens when technology is designed with people, not deployed instead of them.
AI + ESG Paradox: Why Tech-First Strategies Fail Without People
Assessment of Team Readiness & Adaptation in the AI-driven ESG
Talent Upskilling: An Imperative in an Automated and Agentic ESG Era
Fractional Impact: How Talent Shortage is Reshaping Sustainability HR
As AI reshapes ESG strategy and execution, team readiness, not just technology, will determine success. This research article examines how organisations can assess skills, culture, and adaptability to operate effectively in an AI-driven ESG landscape.
As automation and AI agents reshape ESG, the real differentiator is no longer tools, but people who know how to use them. Talent upskilling is now essential to turn automated ESG systems into credible action, compliance, and impact.
As sustainability demands accelerate, organizations face a critical talent gap they can’t hire their way out of.
Fractional impact roles are emerging as a pragmatic solution, bringing senior expertise, speed, and flexibility to ESG execution.
The global benchmark of impact innovation, analysing 18,000+ startups across all 17 UN SDGs. Using 20+ performance indicators, it identifies scalable, tech-driven solutions shaping the multi-trillion-dollar impact economy, essential for investors, policymakers and corporates.
A global benchmark of corporate accelerators, analysing 216 programs across 50+ countries and 4,000+ startups. It uncovers the practices that distinguish top performers, from transparency and alumni strength to hands-on support beyond capital, for corporates, investors and founders.
Report: Benchmark of Global UN SDG Impact Startups
Report: Top Corporate Acceleration Programs for Social Impact Startups
Universities are emerging as engines of social innovation. This benchmark analyses 190+ university programs across five continents advancing the UN SDGs, evaluating performance across impact support, outcomes, alumni networks and visibility. Essential intelligence for policymakers, investors and corporates building research-driven impact partnerships.
Report: Top University Based Social Impact Hubs and Programs Globally
Explore the global landscape of startups driving health and well-being, mapped against the UN Sustainable Development Goals. Discover innovative ventures tackling challenges in healthcare, nutrition, mental health, and wellness, and see how they contribute to a healthier, more sustainable world.
Venture Map of Health and Well Being UN SDG Startups Globally
TOP CORPORATE ACCELERATION PROGRAMS FOR SOCIAL IMPACT STARTUPS
The Definitive Corporate Accelerator Playbook. We analysed 216 programs in 50+ countries across sectors. Including evaluating 4,000+ portfolio companies on Ten performance metrics. The verdict? Clear best practices, Top accelerators do things differently, what is the role of transparency, alumni power, and deep support, why go beyond just capital. Discover the optimal cohort structures, mentorship frameworks, and business models that separate leaders from laggards.
For: Corporations building accelerators. Investors hunting deals. Entrepreneurs picking partners.
Get: The blueprint for social impact acceleration that actually works.
GLOBAL DATASET / INDUSTRY REPORT
Research Methodology
Quantitative analysis, 25+ data points per program across ten weighted parameters. Findings validated by AI-driven pattern recognition and multi-source triangulation


BENCHMARK OF GLOBAL UN SDG SOCIAL IMPACT STARTUPS
The definitive benchmark of Impact Innovation globally, 18,000+ social impact startups. All 17 UN SDGs. Four strategic clusters: People, Planet, Prosperity, Peace. Our analysis deploys 20+ performance indicators per venture to identify class-leading startups converting global challenges into scalable solutions. Discover how AI and blockchain drive SDG breakthroughs. Track unicorn-trajectory ventures, decode tech stacks, and map scalability patterns globally. For impact investors seeking alpha-generating deals. For policymakers and corporations identifying strategic partners. Navigate the multi-trillion impact economy.
GLOBAL DATASET / INDUSTRY REPORT
Research Methodology
Comprehensive analysis of 18,000+ startups in 60+ countries, 20+ quantitative indicators. Validated using AI and Machine learning clustering and cross-database triangulation


BENCHMARK OF CORPORATE ESG PROGRAMS IN THE WORLD
The Corporate ESG Intelligence Decoded. 800+ ESG programs. 7 sectors. 30 sub-sectors. 50+ indicators per program. From automotive to fintech, we map which UN SDGs matter most to corporations and why. Our benchmark reveals ESG strategies delivering measurable impact, breakthrough CSR initiatives transforming industries, and sector leaders championing impact startups and circular economy models. Uncover: SDG alignment by company and sector, Sector-specific best practices, Cross-industry collaboration opportunities Critical gaps where corporate action lags. Essential intelligence for impact stakeholders and ESG C-suites seeking competitive positioning and real impact creation.
GLOBAL DATASET / INDUSTRY REPORT
Research Methodology
AI-powered quantitative analysis of 800+ corporate programs, 50+ indicators per, multi-stakeholder data triangulation, SDG alignment mapping, sector-specific benchmarking




















































The Digital Artisan: Maintaining Human Excellence In The Age Of AI
NEW RESEARCH PAPER
AI efficiency is remarkable. But as it handles more cognitive work, critical human capabilities, sound judgment, ethical reasoning, systems thinking are atrophying. Our research reveals a three-level capability crisis, how to manage the decline and empower ESG professionals to leverage AI without sacrificing human intelligence.
TOP UNIVERSITY BASED SOCIAL IMPACT HUBS AND PROGRAMS GLOBALLY
Universities are becoming powerhouses of social innovation. Our benchmark analyses 190+ university programs across five continents advancing social innovation and UN SDGs, through impact hubs, startup accelerators, and tech transfer offices. We evaluate performance across support quality, success outcomes, alumni networks, and media coverage - identifying class-leading programs. The report maps academia-government-investor-industry collaboration opportunities. Essential intelligence for policymakers building innovation infrastructure, impact investors sourcing early-stage deals, and corporations seeking research-backed CSR partnerships.
GLOBAL DATASET 2025-26 / INDUSTRY REPORT
Research Methodology
AI-driven analysis of 190+ university social impact hubs using 25+ indicators. Multi-stakeholder triangulation, SDG mapping, benchmarking, and ML pattern detection ensure validated insights.


Climate action, Education, Health...
THEME BASED: INDUSTRY REPORTS
Ad-hoc and theme based industry reports, datasets and snapshots on topics that matter to you
Planet Tech: Climate Action Driven by 3000 Startups
Comprehensive analysis of 3,000 climate-tech ventures reveals breakthrough solutions, investment opportunities, and scalable innovations
Venture Atlas of Health, Well Being, UN SDG Startups
Global mapping of health-tech and wellness ventures tackling SDG 3, revealing investment hotspots, breakthrough innovations, and scalable healthcare solutions.
RECENT PUBLICATIONS
A modular approach for companies to deploy new technologies, for building unstoppable ESG momentum
Corporate accelerators amplify social impact: But how and what actually works? 100 programs analysed to identify best practices. Game-changing insights revealed.
Transforming Corporate ESG: One Tech at a Time!
Accelerating Social Impact Startups: Lessons and Best Practices


TOP SOCIAL IMPACT CORPORATE ACCELERATORS
The Definitive Playbook of Corporate Accelerators. We analysed 216 programs globally. Clear best practices, Top accelerators do things differently. Discover the optimal cohort structures, mentorship frameworks, and business models that separate leaders from laggards.
GLOBAL DATASET / INDUSTRY REPORT




BEST CORPORATE ESG PROGRAMS GLOBALLY
Our benchmark reveals ESG strategies delivering measurable impact, breakthrough CSR initiatives, SDG alignment by company and sector, Sector-specific best practices, Cross-industry collaboration opportunities Critical gaps where corporate action lags. Essential intelligence for impact stakeholders and ESG C-suites seeking competitive positioning and real impact creation.
GLOBAL DATASET / INDUSTRY REPORT




GLOBAL UN SDG SOCIAL IMPACT STARTUPS
The definitive benchmark of Impact Innovation globally, 18,000+ social impact startups. All 17 UN SDGs. Four strategic clusters: People, Planet, Prosperity, Peace. Our analysis deploys 20+ performance indicators per venture to identify class-leading startups converting global challenges into scalable solutions. Discover how AI and blockchain drive SDG breakthroughs.
GLOBAL DATASET INDUSTRY REPORT




















































TOP UNIVERSITY SOCIAL IMPACT HUBS
Universities are becoming powerhouses of social innovation. Our benchmark analyses 190+ university programs across five continents advancing social innovation and UN SDGs, through impact hubs, startup accelerators, and tech transfer offices. We evaluate performance across multiple parameters - identifying class-leading programs.
GLOBAL DATASET / INDUSTRY REPORT


Industry Report: India: ESG Sector Report, Insights and Trends
Industry Report: Mobility ESG Sector Report, Insights and Trends
Industry Report: Banking ESG Sector Report, Insights and Trends
Industry Report: Brazil ESG Sector Report, Insights and Trends
Industry Report: Retail ESG Sector Report, Insights and Trends
Industry Report: Africa ESG Sector Report, Insights and Trends
OTHER PUBLICATIONS
AI Dividend: How Deep Tech Supercharges Corporate ESG
Double the Impact at half the cost!
AI, IoT, blockchain, Gen AI and quantum computing are revolutionising CSR. Our research reveals the highest-ROI applications and why first movers win big: premium valuations, superior returns, and unbeatable competitive moats. Case studies show, how deep tech convergence creates an "impact renaissance", transforming CSR from cost centre to profit driver. The verdict? Organisations deploying these technologies report massive efficiency gains and valuation premiums.
NEW RESEARCH PAPER
Quick Wins · Improved Beneficiary Reach · Cross-functional Impact Squads · Scaled Pilots · Ethical AI Deployment
Languages: English, French, Spanish, September 2025, 15 Pages
Citation: Bhatli D., Kang H. (2025). AI Dividend: How Deep Tech Supercharges Corporate ESG [Research Paper]. Mareva Etiko Ltd. (UK)


AI Dividend: How Deep Tech Supercharges Corporate ESG
Double the ESG Impact at half the cost!
AI, IoT, blockchain, Gen AI, Multi-agents and quantum computing are revolutionising CSR. Our research reveals the highest ROI applications and why first movers win big - transforming CSR from cost centre to profit driver
NEW RESEARCH PAPER
Dhruv Bhatli


Partner at Mareva Etiko, ESG and innovation leader with 15+ years advancing corporate innovation, CSR, impact investing, and business incubation. Author of 50+ reports and papers featured in Harvard Business Review, World Economic Forum, BBC, Financial Times, and The Washington Post.
AUTHORS


Harbrinder Kang
CEO at Social Impact Studio AI, seasoned tech and CSR leader with multiple decades of experience spanning Silicon Valley startups and Fortune 100 companies. Formerly Vice President, Corporate Affairs at Cisco, he led the Networking Academy, globally scaled, and highest-impact CSR program across 166+ countries.
Climate action, Education, Health...
THEME BASED: INDUSTRY REPORTS
Ad-hoc and theme based industry reports, datasets and snapshots on topics that matter to you
Planet Tech: Climate Action Driven by 3000 Startups
Comprehensive analysis of 3,000 climate-tech ventures reveals breakthrough solutions, investment opportunities, and scalable innovations
Venture Atlas of Health, Well Being, UN SDG Startups
Global mapping of health-tech and wellness ventures tackling SDG 3, revealing investment hotspots, breakthrough innovations, and scalable healthcare solutions.










































