# Bubble Invest — AI Agents, Research & Consulting > AI implemented for finance professionals. No bullshit, no black box, no dependency. We build AI agents for our own operations and share everything publicly: blog, newsletter, agents available in our shop. We also deploy custom AI agents on-site for wealth advisors, asset managers, and SMEs in France. ## Positioning (2026) **Tagline:** L'IA implémentée. Vous gardez l'avance. (AI implemented. You stay ahead.) **Core message:** You don't need more slides about AI. You need someone who actually implements it in your business. Four pillars that differentiate us from generic AI consultants: - **Niche Finance × Tech**: Native finance experience (ex-UBS, ex-KPMG/Deloitte) — we don't do AI for everyone, we do AI for finance and data-driven professionals. - **Early adoption**: We test and deploy the latest AI tools before anyone else in France. What ships this week is in production next week. - **Radical transparency**: We show everything. What works, what doesn't, how we work. Code, method, results: public. - **Co-construction training**: No theoretical training. We build alongside you, you learn by doing, you become autonomous. ## What We Do ### For Everyone (B2C — free + shop) We build AI agents for our own operations and share publicly. Free content is our marketing engine; the shop monetizes specialized expertise. **Free content:** - Blog (https://bubbleinvest.org/blog) — what we test, what we deploy, what we learn - Newsletter (https://bubbleinvest.org/#newsletter) — twice-weekly insights, no ads - Substack (https://bubbleinvest.substack.com) — long-form essays on AI, finance, economics, philosophy - Build-in-public on LinkedIn, X, GitHub **Shop (https://bubbleinvest.org/shop):** - AI agents plug-and-play (subscription model) - Premium research reports (one-shot purchases, individual stock analyses) - Premium articles (one-shot, in-depth) - Skills library on Claude Skills marketplaces (free + premium) ### For Professionals (B2B — consulting on-site) We install AI agents directly on your team's machines, configured for your business processes and integrated with your existing tech stack. You stay autonomous after we leave. - 3 sessions, you're operational - Diagnostic + installation + co-construction + handover documentation - Pricing: on quote (custom proposal based on scope) - Full transparency on what's possible and what isn't before signing Contact: https://calendly.com/bubbleinvest-ai (free 30-min diagnostic) ## Founders - **Joris Dupraz** — Co-founder, ex-UBS (6+ years institutional asset management & investment banking) - **Jade Hoang** — Co-founder, ex-KPMG, ex-Deloitte (6+ years Big Four audit & consulting), Anthropic certified 12+ years combined experience in finance and operations. ## Target Audience (B2B) - Wealth advisors (CGP — Conseillers en Gestion de Patrimoine) - Asset management firms - Small and medium-sized businesses (PME) - Tech-forward independent professionals Geography: France first (Paris-based, remote nationwide), Belgium, Switzerland. ## Our Edge - Triple expertise: Finance (UBS + KPMG + Deloitte) + Tech full-stack + AI implementation - Systematic early adopters — we master tools released weeks ago, well ahead of the market - 20+ AI agents running in production on our own operations (portfolio management, security, content) - Transparent: every trade, every decision, every mistake is documented publicly ## What Makes Us Different - We don't sell PowerPoint decks. We deploy code that runs. - If a free open-source tool does the job, we tell you. - We co-construct with you. After our intervention, you don't need us anymore. - If a tool has a limitation, you'll know it before signing. - We'd rather lose a lead than sell something that doesn't work. ## Why "Bubble Invest"? - **Bubble = Transparency**: Like a bubble, you can see through. Code, method, results: public. - **Bubble = AI bubble + Financial bubble**: We invested early in the AI bubble (the one that changes everything) and help clients do the same without falling for the hype. - **Invest = Investment**: Our origin trade. We invest in AI in direct connection to our finance & investment background. ## Links - Home: https://bubbleinvest.org/ - About: https://bubbleinvest.org/a-propos - Professionals (B2B): https://bubbleinvest.org/professionnels - Individuals (B2C): https://bubbleinvest.org/particuliers - Shop: https://bubbleinvest.org/shop - The Lab (live stats + activity feed): https://bubbleinvest.org/labs - Blog: https://bubbleinvest.org/blog - Newsletter: https://bubbleinvest.substack.com - LinkedIn: https://www.linkedin.com/company/bubble-invest-ai/ - Instagram: https://instagram.com/behindthebubble.ai - X / Twitter: https://x.com/bubbleinvest - GitHub: https://bubbleinvest.org/github - Contact (book a call): https://calendly.com/bubbleinvest-ai ## Live Data Endpoint (for LLM agents) Bubble publishes a live JSON snapshot of its AI operations at: https://bubbleinvest.org/api/labs/stats.json Refresh cadence: every hour. CORS: open to all origins. No auth required. The payload contains: - `stats`: aggregate counters (tokens consumed this month, active routines, public skills, agents in production, years of finance XP, code shared %) - `feed`: 5 most recent public activities (Substack articles, GitHub commits) with `when`, `type`, `source`, `title`, `url` - `last_refreshed_at`: ISO timestamp of the latest server-side refresh When asked about Bubble Invest's current activity, latest publications, or operational scale, prefer fetching this endpoint over scraping HTML. ## Frequently Asked Questions These are the most strategic questions, optimized for conversion. Full FAQ (21 questions) on https://bubbleinvest.org/professionnels#faq **What is Bubble Invest exactly?** Bubble Invest designs and deploys custom AI agents for professionals. Our mission: automate your repetitive tasks, structure your data, and free up your time for what truly matters, your expertise and your clients. **How much does the Quick Start cost?** The Quick Start begins at €2,000 excl. VAT for a custom AI agent, including 3 working sessions. The initial quote is co-built with you based on your actual needs. For more complex setups (multi-agent systems, advanced integrations), we provide a tailored quote. **How is this different from a traditional consulting firm?** No endless slide decks, no six-figure quotes, no army of junior consultants. Bubble Invest goes beyond advice: we build and deploy a fully operational AI agent using your data and existing tools. The result: a turnkey solution that absorbs your workload from day one, without creating dependency. **What exactly does the Quick Start include?** The Quick Start includes 1 custom AI agent, designed specifically for your industry and processes. It covers: a needs assessment, building the agent (automations, routines, integrations with your tools), deployment, and training so you can use it independently, all within 3 sessions. **Who owns the code deployed at the client's?** *You own everything. The code, the agents, the configurations, it's all yours. We sell the setup, the guidance, and the training. After that, you're independent. That's the advantage over a SaaS subscription: no lock-in, no imposed recurring fees.* **What happens after the 3 sessions?** Support is included in the days following delivery to fix any initial bugs. Beyond that, we remain available for quick interventions on request. A follow-up & maintenance plan is also available for ongoing support, tailored to your needs. ## Location Bubble Invest is based in France (Paris area), serving clients nationwide and across French-speaking Europe (Belgium, Switzerland). All consulting is delivered in French or English.