The book · A deep-tech investor's guide to the frontier

Algorithmic Investment Roulette

Who survives, who thrives, and who codes your future. The frameworks boards and investors need to separate technological reality from narrative risk — before the next hype cycle does it for them.

Algorithmic Investment Roulette — book cover
Why this book, why now

The $50 trillion question

Climate, healthcare and resource security are converging into the defining capital-allocation decision of the era — and much of the capital funding them is still trained to underwrite eighteen-month sprints to product-market fit. That mismatch is where most deep-tech capital is destroyed, and where the capital deployed correctly can define a portfolio.

US$20T
Hydrogen
US$14T
Renewable energy
US$11T
Electric vehicles
US$5T
Carbon capture & biofuels

The US$50 trillion net-zero energy transition, by technology. Source: Morgan Stanley Research (2019) — investment across five zero-carbon technologies to reach net-zero emissions by 2050. Figures rounded; excludes water, health and adaptation.

And energy is only one pillar
US$9.8T

Spent on health worldwide each year — the life-sciences and health-commercialisation pillar, and 10% of global GDP.

US$1.7T

The global water market — resource security, the decade's quieter allocation question.

Sources: WHO, Global Spending on Health (2024), 2021 data. Global Water Markets Report 2023, McKinsey Sustainability Insights.

Inside the book

Four parts. One operating system.

IReality Check — the deep-tech deception · when smart money acts dumb · the three pillars that matter
IIThe Playbook — your technology lie detector · due diligence that actually works · building your investment thesis
IIIAdvanced Strategies — deal flow in the AI era · when intelligence becomes abundant · the power of strategic syndicates · managing deep-tech risk
IVThe Future — the next decade's opportunities · a framework for tomorrow · board-ready appendices

The question isn't whether you should invest in deep tech. It's whether you're ready for what deep tech demands of its investors.

About the author

Leesa Soulodre

Founder & Managing General Partner of R3i, a cross-border deep-tech venture group operating across Luxembourg, Singapore and the United States. An investor, independent director and global technology chair with 25+ years across capital, technology and regulation — having advised 400+ corporations across 19 industries — working where frontier science meets institutional capital and governance.