{"id":4860,"date":"2025-10-27T09:47:47","date_gmt":"2025-10-27T09:47:47","guid":{"rendered":"https:\/\/palmer-consulting.com\/ai-and-llm-giants-focus-on-zelros\/"},"modified":"2025-10-27T09:47:47","modified_gmt":"2025-10-27T09:47:47","slug":"ai-and-llm-giants-focus-on-zelros","status":"publish","type":"post","link":"https:\/\/palmer-consulting.com\/en\/ai-and-llm-giants-focus-on-zelros\/","title":{"rendered":"AI and LLM giants: focus on ZELROS"},"content":{"rendered":"

Zelros: European champion of generative AI for insurance and banking<\/h2>\n

Origins and mission<\/h3>\n

Zelros<\/strong> is a French company specializing in AI applied to the insurance and financial services sector. It was founded in 2016 in Paris by Christophe Bourguignat<\/strong>, Fabien Vauchelles<\/strong> and Damien Philippon<\/strong>. The founders, who come from insurance and data science backgrounds, identified early on that the insurance professions were facing two major challenges: increasingly dematerialized customer relations and increasingly complex products. Zelros’ mission is to transform the experience of advisors and agents by providing them with an intelligent co-pilot<\/strong> that enhances the personalization of offers, anticipates customer needs and automates certain time-consuming tasks. <\/p>\n

The company’s B2B SaaS status has enabled it to raise $16.5 million<\/strong> from leading European funds such as BGV, ISAI Cap Ventures, Plug and Play, Hi Inov, 42CAP and astorya.vc. Zelros now has offices in Paris, Montreal and New York<\/strong>, a sign of its international ambitions. The company is positioned as one of the European leaders in generative AI applied to insurance, and has organized emblematic events such as the Data Science Olympics<\/strong>, a machine learning challenge bringing together hundreds of data scientists every year. <\/p>\n

Platform and key technologies<\/h3>\n

Zelros offers a SaaS platform<\/strong> hosted in sovereign environments and designed for players in the insurance, mutual and banking sectors. The solution comprises four main capabilities: <\/p>\n

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  1. \n

    Magic Questions – Needs discovery<\/strong>: the tool identifies a customer’s needs by analyzing their profile, history and previous interactions. Zelros models are trained from thousands of anonymized dialogues and business knowledge to ask the relevant questions that will enrich the advisor’s understanding. <\/p>\n<\/li>\n

  2. \n

    Magic Recommendations – Personalized advice<\/strong>: the recommendation algorithms use reinforcement learning<\/strong> techniques to suggest products or services tailored to each customer. As explained in a Forrester report featured on the Zelros website, the start-up employs similar techniques to those used by OpenAI to refine ChatGPT: the AI receives human feedback and continuously adjusts its recommendations. <\/p>\n<\/li>\n

  3. \n

    Magic Answers – Instant answers<\/strong>: the agent answers the customer’s questions in natural language, based on the insurer’s data and state-of-the-art linguistic models. These answers cover regulatory topics (claims conditions, contractual obligations) as well as advisory topics, and can be used by human agents or directly in self-service via a chatbot. <\/p>\n<\/li>\n

  4. \n

    Magic Automations – Process automation<\/strong>: workflows automate data entry, contract document preparation, notification and claims management. The aim is to increase productivity, reduce processing times and make processes more secure. <\/p>\n<\/li>\n<\/ol>\n

    Under the hood, Zelros combinesgenerative AI<\/strong> models (GPT, LLaMA, Mistral, Granite, etc.) with its own recommendation algorithms. The company offers a training studio<\/strong> for integrating new models, including open source models. In February 2025, Zelros announced a partnership with IBM<\/strong> to integrate watsonx<\/strong>, IBM’s suite of AI tools. This partnership aims to bring additional predictive and customization capabilities, and allow customers to choose to host the model in their own infrastructures (sovereignty option). IBM emphasizes watsonx’s compliance with financial sector regulations, and Zelros sees this as a guarantee of confidence for its customers. <\/p>\n

    Recognition and ecosystem<\/h3>\n

    Zelros has been recognized by several analysts and research firms:<\/p>\n