V4 Ventures

0-1 Product Building for Agentic AI & Deep Tech

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About me

Fusing Technical Rigor with Strategic Vision

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I build and scale deep-tech ventures. As a physicist turned entrepreneur, I founded Genesis Cloud, scaling a GPU machine learning platform to 5,000+ users, 40% MoM growth, and a high seven-figure exit. At McKinsey’s Venture Building practice, I architected 0-1 digital ventures for Fortune 500s. Today, I advise global clients on product-led growth through V4 Ventures, while leading the commercial power division at Gecko Robotics to deploy Agentic AI across the US energy sector. I combine analytical rigor with a founder's bias for action to ship products that win.

venture building

From Concept to Scale

Strategy is cheap; execution is everything. Leveraging my experience founding Genesis Cloud and scaling 10+ ventures at McKinsey & high growth startups, I provide a battle-tested, data-driven blueprint for 0-1 growth.

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Design thinking

Build What Customers Actually Buy

I apply a physicist’s analytical rigor to product development. By eliminating guesswork and focusing on hard metrics, we minimize risk and ship products that drive immediate revenue.

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AI

Practical AI, Not Just Hype

I built AI infrastructure years before the current boom. From deploying Boston Dynamics in industrial environments to launching Agentic AI diagnostics in US power plants, I bridge the gap between complex models and real-world utility.

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Strategy Consulting

Lead Through Execution

Strategy without implementation is just theory. I combine McKinsey-level frameworks with a technical founder’s bias for action. Whether you're navigating an enterprise AI transition or restructuring a deep-tech portfolio, I position your organization to aggressively capitalize on technological shift, not just react to them. We don't just build roadmaps; we build competitive moats.

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industry REFERENCES

Sector and tech expertise

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Automotive

Delivered SAE 2/3 systems, E/E architecture, and D2C sales tooling for global OEMs and Tier 1 suppliers.

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Cloud computing

Deep domain expertise in IaaS/PaaS models, hardware acceleration, and European sovereign cloud architectures.

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AI / ML

Architected and deployed scalable ML infrastructure and agentic AI applications across diverse enterprise environments.

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Robotics

Deployed autonomous inspection & robotics hardware and wireless sensing networks in harsh industrial environments (mining, pulp & paper, power generation).

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Banking and financial industries

Advised an African insurer in building a novel e-wallet venture, blueprinted a ESG-data solution for a leading German banking player and validated a data- and ML-driven business model for a US commodity trader.

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Energy and Power Generation

Leading 0-1 Agentic AI deployments for US combined-cycle gas power plants and building corporate ventures for Oil & Gas multinationals.

Speeches and publications

03/03/2026 - Orlando

Real-time Agentic AI in CC gas power plant for on production data

Demonstrated live, multi-path Agentic AI diagnostics on production data for the largest 3rd party operator (O&M) of power plants, NAES.

09/09/2025 - Seattle

Agentic AI in Power Generation

Delivered a keynote and live demo on troubleshooting critical infrastructure using Agentic AI with synthetic and historical data at the NAES Plant Manager Conference.

2025-2026 - Pittsburgh

Gecko Robotics Keynotes

Delivered strategic product roadmaps, keynotes, and live demos to 350+ employees, investors, and enterprise customers at Gecko's bi-annual Company Events.

2022-2023 - MULTIPLE Virtual eventS

McKinsey Product Leadership Forum

Hosted and guided European Chief Product Officers (CPOs) through actionable frameworks on product-led growth and privacy by design.

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10/11/2022 - Virtual event

Green business building – making ESG work for banks

Showcased frameworks to de-risk digital business building and demonstrated a live, data-driven sustainability venture during the Tech Thursday sessions.

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21/01/2021 - Virtual event

Using AI efficiently with SMEs

Delivered a tactical guide on implementing AI for the German federal SME association (BVMW).

01/12/2019 - munich

The carbon footprint of AI

Participated in a panel discussion with Fridays for Future and Unetiq at the Wayra Accelerator to address the environmental impact of scaling ML models.

17/10/2019 - Guangdong, China

Making machine learning more accessible

Delivered a presentation at the Internet+ Conference (organized by CEBIT) on democratizing access to ML infrastructure.

25/06/2019 - MUnich

Cloudy with a chance for machine learning

Delivered a guest lecture at the Center for Digital Technology & Management (CDTM) on the intersection of cloud infrastructure and ML scaling.

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Max helped us with an extremely structured and data-driven approach while being collaborative and flexible to changing circumstances. His analysis and advice enabled us to work smarter (not harder) and improved our customer pipeline and business processes significantly.

Dr. Alexander A. Harpe

Chief Business Development Officer

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I got to know Max as a highly strategic and structured mind with the unswerving will to not only come up with a consistent strategy but also to execute and to deliver to customers.

Benjamin Ochner

Director Sales & Marketing (Magazino)

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Working with Max on our HPC data center initiative was a game-changer. His leadership in cloud computing and GPUs, along with his ability to drive business building and go-to-market strategies, was instrumental in achieving our project goals.

Lukas Pfeiffer

Managing Director (Crypto Oxygen)

Let's have a coffee...

... or text me.

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