Anthropic, Google and OpenAI built the engine.
We help you cover the last mile.
Our edge: we understand your profession and we master the technical stack. We install the AI employees you're missing to make the difference.
Two profiles, twelve years of finance, twenty-two agents in production.
Joris Dupraz
Six years in institutional asset management and investment banking at UBS Wealth Management. Backend knowledge (Python, SQL, VBA).
Jade Hoang
Six years of audit and Big Four consulting at KPMG then Deloitte. Specialist in business process automation, team support, and frontend design.
The engine exists. We build the missing layer.
Anthropic, Google, OpenAI build powerful intelligence engines. Between the engine and your profession, there's a last mile that nobody is building. That's our job.
Transparency and precision.
For independents, wealth advisors and small structures who want AI operational without the big-firm fluff.
Crystal clear, no detours
We tell you upfront what's doable and what isn't. No superfluous costs, no endless audit phases. Three sessions to calibrate together an operational agent that runs on your processes.
Your new employee that lives at your place, ready to work
No opaque SaaS, no lock-in. Your agent runs on your server or on your machines. You keep control, the code, and the key. You walk away autonomous after three weeks.
Three ways to get up to speed with AI.
On continuous watch for three years, we implement on the latest available models. Choose your tempo.
- 1h by video call or in person in Paris
- What we unblock: LLM vs Agent, skills & workspaces, scheduled tasks, sub-agents, MCP & connections, security & confidentiality
- Individuals and professionals (all levels)
- Written action plan sent afterwards
- Diagnostic, installation, support
- On your server or locally on your machines
- Code 100% yours at the end
- Support included 10 days after delivery
- Support & follow-up package on request
- Open source skills, free and public code
- Analysis articles, from €4.99
- Ready-to-plug agents, monthly subscription
- No commitment, no forced bundle
The right profiles to plug AI into your profession
- We come from the field, not from AI marketing Finance, audit, consulting, automation. We knew the rigor of numbers and processes before the magic of models.
- We dogfood everything we install 22 agents run at our place every day. We sell you what we use ourselves.
- We speak your business language Wealth advisors, independents, small structures, all sectors. No tech jargon, no €30k transformation.
- We document everything in public Code, decisions, mistakes: everything is shared on the lab. No black magic.
We don't sell a promise. We sell what we use ourselves every morning.
The Bubble Invest adventure began in 2023 with a personal AI investment agent. Today, a whole team of AI agents runs continuously across all our operations. We've made it our living laboratory.
Tokens consumed · active routines · agents in production · in real time
What we learn, what we think, for free.
Tech watch, philosophical essays, market analyses. Twice a week, no bullshit.
