Franck Debane

Continuing the synthesis of a month of insightful panels on Agentic AI - Part 2/3. It was a pleasure to share the panel on "𝗔𝗴𝗲𝗻𝘁𝗶𝗰 𝗔𝗜 – 𝗔𝘂𝘁𝗼𝗻𝗼𝗺𝗼𝘂𝘀 𝗦𝘆𝘀𝘁𝗲𝗺𝘀 & 𝗦𝘁𝗿𝗮𝘁𝗲𝗴𝗶𝗰 𝗜𝗺𝗽𝗮𝗰𝘁" with Nacho Floristan from Google and Veena Hausen from ASPIRE, moderated by Christelle Salame We had the honor of hearing HE Jean-Christophe PARIS, General Consul of France in Dubai and the Northern Emirates, who highlighted the collaboration between #France and the #UAE in the fields of #innovation and #technology. It was also inspiring listening to Vincent LucIAni describe the growth and evolution of #Artefact and its mission over the years while keeping the #Human at the center. Having placed a bet on the UAE a decade ago, Artefact MENA is now home to one of the group's largest offices in the world. With my fellow panelists, we explored the shift from generative tools to autonomous agents and what that means for enterprises, startups, and regulators alike. 𝙆𝙚𝙮 𝙞𝙣𝙨𝙞𝙜𝙝𝙩𝙨 𝙛𝙧𝙤𝙢 𝙩𝙝𝙚 𝙨𝙚𝙨𝙨𝙞𝙤𝙣: Eddy F. e& capital 🔹𝗘𝗻𝘁𝗲𝗿𝗽𝗿𝗶𝘀𝗲 𝗮𝗱𝗼𝗽𝘁𝗶𝗼𝗻 is slower due to higher 𝘁𝗿𝘂𝘀𝘁 𝗮𝗻𝗱 𝗿𝗲𝗹𝗶𝗮𝗯𝗶𝗹𝗶𝘁𝘆 requirements 🔹𝗦𝗶𝗴𝗻𝘀 𝗼𝗳 𝗽𝗼𝘁𝗲𝗻𝘁𝗶𝗮𝗹 for startups solving for enterprise AI:    > Having worked on the problem 𝗯𝗲𝗳𝗼𝗿𝗲 𝘁𝗵𝗲 "𝗰𝗵𝗮𝘁𝗴𝗽𝘁 𝗺𝗼𝗺𝗲𝗻𝘁"    > 𝗗𝗼𝗺𝗮𝗶𝗻 𝗲𝘅𝗽𝗲𝗿𝘁𝗶𝘀𝗲 beyond the technical solution    > 𝗦𝗽𝗲𝗲𝗱 𝗼𝗳 𝗰𝗼𝗻𝘃𝗲𝗿𝘁𝗶𝗻𝗴 𝘁𝗲𝗰𝗵 𝗶𝗻𝘁𝗼 𝗶𝗺𝗽𝗮𝗰𝘁, not tech itself    > Focusing on 𝘁𝗵𝗲 𝗯𝗼𝘁𝘁𝗼𝗺-𝗹𝗶𝗻𝗲, 𝗻𝗼𝘁 𝗼𝗻 𝘁𝗵𝗲 𝗵𝗲𝗮𝗱𝗹𝗶𝗻𝗲     > 𝗗𝗶𝘀𝘁𝗿𝗶𝗯𝘂𝘁𝗶𝗼𝗻, 𝗽𝗮𝗿𝘁𝗻𝗲𝗿𝘀, 𝗮𝗻𝗱 𝗰𝗵𝗮𝗻𝗴𝗲 𝗺𝗮𝗻𝗮𝗴𝗲𝗺𝗲𝗻𝘁 remain critical for success 🔹𝗧𝗵𝗲 𝗙𝘂𝘁𝘂𝗿𝗲:  o #DesignTimeCollapse: Further compression of creative cycles (e.g., research, drug discovery, marketing design) and transformation of professional services o #RunTimeReliability: With maturing #Orchestration layers, agents will not only automate tasks but coordinate complex workflows across teams, systems, and silos Nacho Floristan Google Cloud 🔹 Agents are becoming developer-friendly and enterprise-ready. With Google's open-source Agent Development Kit (#ADK), you can build and test agents in hours. In real-world use cases like EV charger deployment, agents drastically reduced planning time by autonomously navigating maps, regulations, and data—an early glimpse of what’s to come in logistics, healthcare, and research. Veena Hausen ASPIRE 🔹 To scale responsibly, agentic AI needs governance by design. That starts with creators being transparent, users being educated, and clear accountability frameworks in place. The UAE is already taking the lead here; drone deliveries and AI-driven prescriptions will soon be part of this innovation-forward ecosystem. Thank you to Rahul Arya and Christelle Salame for a great event! #AgenticAI #EnterpriseAI #AIOrchestration #DigitalTransformation #eandcapital #Artefact

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Why I Don't Sign NDAs for Early-Stage Founders — And Why Founders Shouldn't Ask Your idea is your baby. I get it. But for VC, asking for an NDA before sharing that idea isn't protecting your future - it's limiting it. In my latest article, I break down why NDAs create more problems than they solve for founders seeking early-stage funding. I explain why VCs structurally cannot sign them (reviewing 1,500+ decks annually makes this impossible), why they signal inexperience rather than caution, and most importantly - why your execution matters infinitely more than your idea. If you're a founder worried about idea theft, this perspective might change how you approach investor conversations forever. I explain why trust is the real compounding currency in venture capital - not legal protection.

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I had the opportunity to chat with Antoine Tardif of Unite.AI on my journey as an entrepreneur and why I joined AI Squared. In the interview, we discussed one of the biggest challenges in AI today, moving from proof-of-concept stage to production where the business can extract value from AI insights. While most enterprises are still experimenting in the lab, AI Squared is focused on operationalizing AI by embedding insights directly into the systems teams already use like Salesforce, Microsoft Teams, Slack, ServiceNow, Qlik, and 50+ more. Building on our foundations from the United States Department of Defense we focus on delivering real outcomes at scale, with security, compliance, and trust built in. Backed by New Enterprise Associates (NEA), Ansa Capital, Ridgeline, Latimer Ventures and others and trusted by the DoD, intelligence community, and Fortune 500 enterprises, we’re accelerating adoption by making AI seamless, contextual, and actionable. Read the entire interview here: https://lnkd.in/ghywWUAk #EnterpriseAI #AIDeployment #AIEnablement #AIandGov #TechLeadership #AISquared #NationalSecurity #LastMileAI

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Raising money for deep tech startups might be easier in 2025 than it was just a few years ago — but it's far from easy.   European VCs are becoming more oriented toward technologies solving humanity’s hardest problems…   Yet interest alone doesn’t make capital accessible.   According to the Royal Academy of Engineering's report, UK deep tech has consistently attracted over £5bn in annual VC funding since 2020 and closed £3.6bn in the first half of 2024. But most of that capital still favors late-stage, AI-heavy, and de-risked opportunities. And while AI has become VC's favorite, savvy investors know that trend-chasing won’t solve systemic challenges. They're increasingly backing startups with real-world impact and defensible technology. Raising early-stage funding in deep tech is challenging due to the nature of technologies. The discoveries made in labs and universities hold the potential to reshape industries, revolutionize how we live and work, and solve pressing global challenges. But, the technologies, in their raw form, do not immediately solve customer problems—they require extensive product development, business model innovation, and a robust delivery value chain to reach the market. Still, the tide is turning. More investors are welcoming long-term value over short-term gains. Take APEX Ventures, for example: We’ve supported 44 startups across Europe, investing in AI, medical tech, robotics, space, energy and many more verticals from Seed (initial) to Series B (follow-on)   Follow us at APEX Ventures and subscribe to our newsletter for exclusive content on groundbreaking Deep Tech startups: 🔗 https://t2m.io/EV2qHQuo

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📊 Alexandre Dewez of 20VC just published the 2025 edition of his annual State of the 🇫🇷 French Tech Ecosystem. 📝 Bottom line: • France’s tech ecosystem continues to showcase its strength and adaptability in 2024, with 518 funding rounds and €7.1 bn raised. • AI remains dominant, but climate tech, fintech/insurance, and vertical SaaS are gaining traction. • France is proving its place as Europe’s 3rd largest tech ecosystem, with Paris overtaking Berlin as the 2nd largest tech hub. As the landscape evolves, AI innovation, competitive funding, and a robust talent pipeline will continue to define its future. 🇫🇷 Paris: A Global AI Hub • Home to top-tier engineering schools (Polytechnique, ENS, Centrale) and a vibrant research ecosystem (Google DeepMind, Meta FAIR). • 5 French unicorns at the heart of the AI revolution: Dataiku, Hugging Face, Mistral, Owkin, Poolside. • AI startups are gaining traction, with Mistral achieving €30M ARR and Photoroom targeting $100M ARR. • AI is reshaping the trajectory of established unicorns like Alan and Doctolib. 🦄 45 Unicorns and Counting • 3 new unicorns in 2024: Pennylane, Pigment, Poolside. • 71% of French unicorns remain valued at $1bn+, demonstrating resilience. • 5 unicorns IPO-ready: Backmarket, Dataiku, Qonto, Doctolib, Contentsquare (€300M+ ARR, 20-30% YoY growth, close to profitability). • French startups are now reaching unicorn status faster (7.1 years on average; Mistral achieved it in just 8 months). 🌍 France Is A Competitive Investment Landscape • Attracting UK multi-stage funds (Accel, Index, Balderton), US players (Iconiq, Lightspeed), and pan-European investors (Speedinvest, Seedcamp). • Micro-funds like Kima, FSJ, and Yellow are key players at the pre-seed/seed stage. 🔄 The Flywheel Effect • 1.9k alumni from French unicorns are creating a new generation of entrepreneurs, fueling the ecosystem. 📈 Exits and IPO Challenges • 3 notable M&A deals above €200M: Preligens (Safran), BeReal (Voodoo), Lumapps (Bridgepoint). • Unconventional IPOs highlight the need for better public market dynamics in Europe, as seen with Believe’s return to private ownership. Link for the full report in the comment section.

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