Quantitative finance & AI consultingGeneva · Since 2012

Quant & AI-driven solutions for innovators.

With 50+ years in data, investment banking, hedge funds and asset management experience, we apply modern AI and engineering to help edtech, martech, fintech, insurtech and regtech companies design, build and scale their products.

2012
Founded in Geneva
50+
Years combined experience
5
Sectors served
01 — What we do

Three practices, one team.

We advise on the quantitative side of your business, build the software that runs it, and keep it safe as AI takes on more of it.

A

Quantitative research & AI

Machine learning, statistical, actuarial and financial modeling to design and improve financial products.

→Machine learning & AI-driven models
→Algorithmic trading
→Quantitative & comparative analysis
→Structured products: pricing & risk
→Recommendation systems
→Investment strategies
B

AI-powered development

Modular applications, micro-services and high-performance interfaces for digital transformation at every stage of growth.

→AI & LLM integration
→Data management
→Cloud serverless architecture
→UX and UI
→Third-party integrations (APIs, CRM, CMS, MCPs)
C

AI risk & regulatory advisory

Governance, security and audit-readiness for AI in regulated financial services, aligned with the AMF, DORA and the EU AI Act.

→AI inventory & shadow-AI detection
→Model, agent and RAG security, adversarial testing
→AI governance as a service & continuous risk monitoring
→Regulatory readiness: DORA, the EU AI Act, AMF
→ Learn more
02 — How we build

Our preferred toolkit.

The AI tools, languages and platforms we reach for most when advising on and building financial software.

AI
Claude OpenAI Mistral Hugging Face Ollama vLLM Cursor
Languages
TypeScript Rust Python C# Solidity
Blockchain
Fireblocks Alchemy Infura Chainlink Hardhat
Cloud
Google Cloud Azure OVH
Data
PostgreSQL Redis
Automation
GitHub n8n Vercel Power Automate
Communication
Slack Teams Twilio Brevo Telegram
And beyond
Whatever the problem calls for
2012
Founded by Yves &
Marc-Henri Renno
Geneva, Switzerland
03 — Since 2012 · Geneva

Our story.

Founded in 2012 by Yves and Marc-Henri Renno in Geneva, we thrive on long-term client relationships, adapting our missions to specific needs. Our success lies in a strong, savvy team of consultants, project managers and developers.

With a cumulative 50 years in investment banking, hedge funds and asset management, our expertise spans multi-asset trading, data science, machine learning, actuarial science and cryptocurrencies. We are consultants — and hands-on solution providers.

04 — Who we are

The team behind Y&M.

Two co-founders, hands-on from day one.

Yves Renno

Principal / Co-founder
→ LinkedIn

Marc-Henri Renno

Co-founder
→ LinkedIn
05 — Let's talk

Have a project in mind?

Whether you're scoping a quantitative model or a full-stack build, we're happy to talk through what you're trying to achieve. For projects we're excited about, we provide a free quotation.

Geneva, Switzerland
Growth-stage & mid-size Edtech · Martech · Fintech · Insurtech · Regtech