Live from Adopt AI - Grand Palais, this Deep Talk episode brings together Gautier Cloix, CEO of H-Company and Julie Huguet, Director of La French Tech. Cloix explains computer use, the technology behind H-Company's AI agents and why it removes the integration barrier that has slowed enterprise AI adoption. Huguet details how La French Tech’s Next40/120 programme helps high potential companies scale internationally, from fundraising to landing major clients.

Together, they discuss return on investment as the real test for any AI deployment, the balance between European sovereignty and global competitiveness and H-Company's plan to expand into North America, Asia, the Gulf region and Europe at the same time in 2026.

A conversation about what it actually takes to move AI from demonstration to daily use.

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In this episode of Adopt AI Talks, recorded live at the Adopt AI - Grand Palais summit in Paris, host Anca Petre of Tech Anatomy sits down with Reda Guiha, Country President France at Pfizer, to explore how AI is reshaping health from the inside of one of the world's largest pharmaceutical companies.

Reda Guiha describes a renaissance in how health is researched, delivered and followed over time. He explains why Pfizer sees itself as a builder of the ecosystem, bridging academia, startups, biotechs and the public sector, and why partnerships are, in his words, the company's lifeblood.

The conversation moves through concrete results. A 25 to 30% efficiency gain across the preclinical portfolio. Around $735 million in AI improvements in 2025, on a path toward roughly $2 billion across the value chain. AI-powered diagnostics built with BioQuantus for a rare condition often misdiagnosed as heart failure. And a clinical trial success rate lifted from around 7% to 24%.

Anca Petre and Reda Guiha also discuss the shift from reactive to proactive and predictive health, the two factors behind Pfizer's most successful use cases, and direct advice for founders who want to partner with a global pharmaceutical leader.

A practical look at what AI in health already delivers, and what it will take to scale it.

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"The quality of your AI output is only as good as the data behind it. And in banking, that is not a technical detail. It is a matter of trust."

At the Adopt AI Summit in Paris, Su Yang, Head of Artificial Intelligence & IT Innovation at BNP Paribas, joins Aldrick Zappellini, Group Data & AI Director & CDO at Crédit Agricole, moderated by YUNIK CEO Rémi Tibi, to deliver a grounded perspective on what it actually takes to industrialize generative AI in financial services. While the global conversation accelerates around agents, large language models and deployment speed, is the future of AI in banking actually dependent on solving a much more fundamental challenge first?

From 800 use cases in production and federated data architectures to dedicated AI adoption frameworks and retrieval-augmented generation quality controls, discover why scaling AI in finance depends entirely on getting data governance, human trust and organizational design right before anything else.

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"We spent 25 years moving from 2 to 20 kilowatts per rack. Now we are installing racks at 100, 120, even 150 kilowatts. That changes the entire design logic of a data center."

At the Adopt AI Summit in Paris, Digital Realty France President Fabrice Coquio joins journalist Christophe Auffray to deliver a grounded perspective on the physical infrastructure powering Europe's AI and HPC ambitions. While the global conversation accelerates around models, agents and adoption strategies, is the future of enterprise AI actually dependent on solving a much more fundamental challenge first?

From €5.2 billion in committed investments across Paris and Marseille to the shift toward liquid cooling and decarbonized energy, discover why successfully deploying AI and HPC at scale depends entirely on getting the infrastructure right before anything else.

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"When you bring all the players in a value chain around the same table, it stops being a chain. It becomes a loop."

At the Adopt AI Summit in Paris, Sébastien Marguerès, Head of AI for Health | Director International relations & Public Affairs at Adopt AI, joins Anca Petre founder of Medshake Studio to deliver a grounded perspective on building collaborative AI ecosystems in health. While the global conversation accelerates around models, compute and regulation, is the future of AI in health actually dependent on getting clinicians, regulators and industry players to genuinely speak to each other first?

From eight editions of cross-sector dialogue to international data partnerships for rare disease research, discover why scaling AI for patients depends entirely on designing the ecosystem before the algorithm.

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"It is important to move fast, but in a secure way. That is the only way to go far."

At the Adopt AI Summit in Paris, BNP Paribas Group Chief Data Officer Hugues Evans joins YUNIK CEO Rémi Tibi to deliver a candid perspective on industrializing artificial intelligence. While the global conversation fixates on limitless experimentation and the magic of generative models, is the future of enterprise AI actually dependent on strict governance and operational discipline?

From reaching a half-billion euro value target ahead of schedule to securing sovereign infrastructure with partners like Mistral AI, discover why successfully scaling autonomous AI agents relies entirely on mastering data governance first.

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"It is very easy to create trust in AI, but it is extremely more complicated to maintain it."

At the Adopt AI Summit in Paris, EDGE Group CTO Dr. Chaouki Kasmi joins YUNIK CEO Rémi Tibi to deliver a clear-eyed reality check on artificial intelligence in high-stakes environments. As the broader tech industry obsesses over the "magic" of generative models, is the push for total autonomy ignoring the critical need for defense-grade reliability?

From the strict separation of predictive and generative AI to sovereign space initiatives like Project CIRB, discover why the next wave of global tech leadership depends entirely on keeping human judgment at the center of critical systems.

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"Women are three times more likely to die from a heart attack than men. Not because of biology, but because the algorithms were trained on men."

At the Adopt AI Summit in Paris, Servier EVP Virginie Dominguez and Medshake Studio founder Anca Petre join Justine Nerce Artefact France CEO to deliver a hard truth about artificial intelligence. As the AI race accelerates, is the lack of women in tech leadership just a diversity PR issue, or a fatal flaw sabotaging the quality of our models?

From the "visibility deficit" that leaks top female talent to overcoming the 90% confidence trap, discover why building accurate, reliable AI systems depends entirely on fixing the structural biases within our organizations first.

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"Europe invented the web, then handed over the keys."

At the Adopt AI Summit 2025 in Paris, tech visionary Tarek Krim joins Zivile Einikyte to deliver a blunt wake-up call. As the AI boom collisions with a massive "GPU slot crunch" and infrastructure gaps, is Europe’s strategic autonomy a myth?

From the "original sin" of the tech stack to why we must reclaim the consumer layer, discover why the next decade of AI depends on building infrastructure we actually control.

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