Hans-Michael Hauser

Hans-Michael Hauser
Founder & Managing Director, ML Insights AG

I spent nearly two decades as a BCG Partner — ultimately leading the Worldwide Digital practice and the Technology, Media & Telecommunications practice in DACH. Then I decided that advising companies on digital transformation and actually building transformative systems require fundamentally different skills.

So I learned to code. Built companies. Won hackathons.

The Pattern

2014 — After the Sutskever/Hinton breakthrough on ImageNet, I went deep on machine learning. Took classes at ETH Zürich, built theoretical computer science foundations, competed in ML challenges. Founded ML Insights to bring advanced analytics to industrial operations.

2016 — Founded LoyaltyCoin AG in Zug — one of Switzerland’s early blockchain ventures. The retail scaling thesis didn’t hold, but the conviction in programmable value did.

2025–26 — Entered six ETHGlobal hackathons. Won multiple prizes building x402 payment infrastructure, ZK-powered DeFi, and agent commerce protocols. Reckon402, NanoCrawl, Pay402, Detox-Hook, zkFusion — each a working prototype at the intersection of AI agents and blockchain rails.

Three waves. Each time years ahead of mainstream adoption. Not trend-following — pattern recognition followed by building.

What I Bring

Business Architecture — Kellogg MBA (#1 ranked at the time). 8 years as BCG Partner. Board of Directors at Mikron (2016–present) and Meyer Burger (2017–2020). I understand governance, corporate incentives, and how to move large organizations.

Deep Technical Execution — Mathematics and Physics (Universität Stuttgart), Engineering (CentraleSupélec Paris). Current stack: Solidity, ZK-SNARKs (Circom, Noir), Rust, Python/PyTorch, MCP, TypeScript. I prototype what others only pitch.

Founder DNA — The Boom GmbH (SaaS/construction, sold to co-founder). LoyaltyCoin AG. ML Insights AG (running 11+ years). Active angel investor in deep-tech startups (Ninox, AppNavi, KIVU, Refined Laser, Fija Finance).

How I Work

I’m not a large consultancy. I work lean — with a network of domain-specific collaborators on engagements. The combination of boardroom credibility and hands-on prototyping capability is rare. That’s the point.

If you’re building at the intersection of AI, blockchain, and the emerging API economy — or trying to understand what it means for your business — let’s talk.

For my developer profile, hackathon projects, and technical writing, see hansmichaelhauser.com.

Building at the intersection?

Whether you’re architecting API-first infrastructure, exploring blockchain settlement, or navigating the emerging machine economy — let’s talk.

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