Thierry Senechal

Thierry Senechal

Bringing
Innovation
to Scale

I turn breakthrough technology and AI into investable, scalable businesses.

100+
Seed-stage investments advised
30+
Countries
Since 1995
In AI and technology

About

Breakthrough technology, built to scale.

I build new enterprises from new technology. I take ventures from opportunity assessment and business model design through financial modeling, capital structuring, and go-to-market, with particular depth in AI-enabled and data-driven businesses.

I have advised on more than 100 seed-stage investments across 30+ countries, making technology ventures investable through rigorous venture economics, investor-ready business plans, and fit-for-purpose financing structures.

My clients include founders, corporations, financial institutions, governments, and international organizations, as well as the ecosystem builders (policymakers, specialized networks, and technology hubs) that channel capital into innovation at scale.

Quantitative rigor underpins my work. My MSc thesis at the University of London applied artificial neural networks to financial forecasting in 1995, well before AI went mainstream. I hold an MBA from MIT, an MPA from Harvard, and a Postgraduate Diploma in Machine Learning & AI from Caltech.

Education & Credentials

Education

  • Caltech, Postgraduate Diploma, Machine Learning & AI
  • MIT, MBA, Management of Innovation
  • Harvard, MPA in public policy
  • University of London, MSc, Advanced Forecasting
  • Columbia University, BA, Economics (Phi Beta Kappa, Magna Cum Laude)

What I Do

  • Innovation Strategy
  • Capital Raising & Structuring
  • Building New Enterprise
  • Applied AI & Machine Learning

Board and Jury Appointments

  • 2025–Board Member, Technopole Brest-Iroise (French innovation and technology cluster)
  • 2025–Label Assessor, Solar Impulse Foundation
  • 2025–2026Jury Member, Pioneer Awards
  • 2025Jury Member, Seanergy Awards
  • 2025Jury member, Water-Smart Economy and Society Conference in Rotterdam

What I Do

Four capabilities, one goal: getting new technology to market and to scale.

Helping organizations decide which technologies to back, and turning those choices into a strategy the market will reward.

  • Aligning Innovation with Technology Trends: Identifying which emerging technologies, from AI to advanced materials, will reshape a market, and building them into strategy before competitors do.
  • Accelerating Market Readiness: Shortening the path from concept to commercial deployment with clear milestones, pilot design, and go-to-market planning.
  • Bridging Policy and Practice: Helping governments, clusters, and technology hubs design frameworks and incentives that turn research into companies.
  • Corporate Innovation & Venturing: Helping corporations build new businesses beyond their core, through spin-offs, corporate ventures, and partnerships with startups.
  • Driving Strategic Impact: Giving leadership teams the evidence and scenarios they need to commit capital to new technology with confidence.

Making technology ventures investable, and structuring the capital that takes them from first round to industrial scale.

  • Tailored Investment Strategies: Building the financial model, valuation logic, and funding roadmap that match a venture's stage, sector, and growth plan.
  • Innovative Funding Models: Combining venture capital, blended finance, co-financing, derisking instruments, and public-private partnerships so each source of capital does what it does best.
  • Accelerating Project Viability: Closing the funding gap between pilot and full-scale deployment, where most technology ventures stall.
  • Engaging Stakeholders for Impact: Bringing founders, investors, development banks, and public funders to the same table, with terms each side can sign.

Empowering new enterprises to navigate complex markets, scale their impact, and thrive in a competitive landscape by providing comprehensive support across strategy, funding, and execution.

  • Discovering Growth Opportunities: Identifying untapped markets and creating ecosystems that enable the scaling of disruptive solutions and emerging technologies.
  • Crafting Tailored Strategies: Providing customized guidance on opportunity assessment, value proposition design, business planning, and financial modeling, e.g. DCF.
  • Accelerating Market Entry: Assisting ventures in developing go-to-market strategies to enter and expand in established and emerging markets successfully.
  • Innovative Funding Solutions: Introducing creative funding approaches to secure investments and drive growth for high-impact ventures and projects.
  • Building Strategic Partnerships: Fostering networks across industries to connect enterprises with resources, expertise, and collaborators essential for scaling success.

Turning AI and machine learning into products, business models, and companies that investors back.

  • Designing AI & ML Solutions: Turning a business problem into a working AI solution, from problem framing and data strategy to model selection, validation, and integration into day-to-day operations, across sectors from agriculture to industry.
  • AI Due Diligence: Assessing the technology, data assets, and defensibility of AI-enabled ventures and products, so investors and corporate buyers can tell genuine machine-learning advantage from marketing claims.
  • Commercializing AI Solutions: Taking AI products from pilot to paying customers with the right business model, pricing, and go-to-market.
  • Data & Monitoring Platforms: Structuring ventures built on real-time monitoring, remote sensing, and sensor data, where data quality and trust are the product.
  • AI for Risk & Financial Decisions: Applying machine learning and predictive analytics to forecasting, scenario analysis, and risk assessment, including models that help insurers and financial institutions quantify climate risk and set insurance premiums.

Selected Work

Selected Experience

For startups, investors, and policymakers: new technology assessed, financed, and brought to market.

01

Innovation Strategy

  • EU

    Supported high-impact enterprises moving from demonstration to deployment under EU GreenAssist, including urban water reuse (UV-C disinfection), industrial decarbonization, CO₂-to-methane conversion for gas-grid integration, climate mobility pilots, and circular agro-industrial treatment.

  • France

    Positioned an advanced biotech air-purification technology for commercial scale.

  • Sweden

    Assessed technical and commercial viability of advanced wastewater nano-filtration systems.

  • Ukraine

    Evaluated a wave-powered desalination and renewable energy solution.

  • multi-country

    Facilitated technology transfer under UNEP CTCN.

  • USA

    Contributed to the MIT Green Future Index assessing global innovation performance.

02

Capital Raising & Structuring

  • France

    Advised on the commercialization and financing strategy of a next-generation bio-based material production facility, structuring market entry, financial model robustness, and capital raising for industrial scale-up.

  • France

    Structured a blue bioeconomy venture converting sargassum into bioproducts and renewable energy, including financial modeling and blended finance mobilization.

  • Spain

    Delivered end-to-end investment readiness support to a blue-tech company developing offshore data-capture systems, strengthening strategy, financial model, and ESG positioning to secure funding.

  • multi-country

    Designed investment pipelines for innovative projects for the European Investment Bank.

  • Netherlands, UK

    Structured an investment pipeline for a leading investment bank for innovative solutions in regenerative forestry and ecosystem restoration.

  • Advised commercial banks and funds on structuring financing for technology-driven decarbonization across Africa.

  • Evaluated and strengthened green technology funds in MENA.

  • Designed biodiversity and natural capital fund vehicles integrating regenerative agriculture and forestry.

03

Building New Enterprise

  • Singapore

    Co-founded and helped scale the ICC Academy, a global digital learning platform, from initial concept to a certification offer serving trade and finance professionals worldwide.

  • EU

    Structured the business model, certification framework, and financing approach of a digital water impact platform integrating MRV, impact credits, and blended finance mechanisms.

  • Bulgaria

    Structured the launch of industrial solar heat systems replacing fossil fuel boilers.

  • Italy

    Advised on scaling a circular industrial platform recycling brine from wastewater streams.

  • Spain

    Designed the business plan and financial model for a lab spin-off producing bio-based automotive materials.

  • Greece

    Advised on the spin-off and commercialization of real-time GHG and soil carbon monitoring systems.

04

Applied AI & Machine Learning

  • France and UK

    Advised the insurance industry on AI/ML model development to process large volumes of data, quantify business losses, and support premium calculations.

  • Switzerland

    Accelerated commercialization of AI-enabled precision agriculture solutions, reducing chemical inputs by up to 95%.

  • USA

    Supported market entry and capital structuring for a high-resolution natural capital platform integrating LiDAR, AI/ML, and satellite analytics.

Contact

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