{{Short description|French software company}} {{Notability|1=Companies|date=October 2022}} '''Yseop''' (pronounced Easy-op) is a software company that develops artificial intelligence (AI) solutions for regulatory and medical writing in the life sciences and pharmaceutical industries. The company provides enterprise AI platforms designed to automate the creation, updating, and quality control of scientific and regulatory documents in regulated environments.<ref>{{Cite web |title=YSEOP |url=https://nextstage-am.com/participations/yseop/ |access-date=2025-12-22 |website=Nextstage AM |language=fr-FR}}</ref>
Yseop is known for its use of a composite AI approach, combining large language models (LLMs) with symbolic AI, structured data models, and retrieval-based techniques to support accuracy, traceability, and regulatory compliance.
== Overview == Yseop’s platform supports pharmaceutical companies in producing complex regulatory documentation such as clinical study reports (CSRs), patient narratives, protocols, and submission dossiers.<ref>{{Cite web |title=Yseop Copilot, your best medical writer at scale |url=https://yseop.com/automate-medical-regulatory-authoringworkflows/ |url-status=live |access-date=2025-12-22 |website=Yseop |language=en-US}}</ref> The software is designed to integrate directly into existing regulatory workflows, enabling teams to generate and maintain documents as underlying data evolves.<ref>{{Cite web |date=2025-02-14 |title=Trois pionniers français qui façonnent l’avenir du secteur de la santé |url=https://www.aboutamazon.fr/actualites/aws/trois-pionniers-francais-qui-faconnent-lavenir-du-secteur-de-la-sante |access-date=2025-12-22 |website=FR About Amazon |language=fr}}</ref>
The company’s technology is used by pharmaceutical organizations to reduce manual effort, improve consistency across documents, and support regulatory timelines while maintaining compliance with applicable standards.<ref>{{Cite news |date=2019-07-23 |title=Intelligence artificielle : Yseop cible les laboratoires américains avec NextStage |url=https://www.lesechos.fr/pme-regions/auvergne-rhone-alpes/intelligence-artificielle-yseop-cible-les-laboratoires-americains-avec-nextstage-1039859 |archive-url=http://web.archive.org/web/20220808233041/https://www.lesechos.fr/pme-regions/auvergne-rhone-alpes/intelligence-artificielle-yseop-cible-les-laboratoires-americains-avec-nextstage-1039859 |archive-date=2022-08-08 |access-date=2025-12-22 |work=Les Echos |language=fr}}</ref>
Yseop operates internationally, with offices in Paris, Lyon<ref>{{Cite web |date=2018-07-17 |title=Yseop veut faire de Lyon une place forte de la recherche en intelligence artificielle |url=https://www.brefeco.com/actualite/logiciels-services-numeriques/yseop-veut-faire-de-lyon-une-place-forte-de-la-recherche-en |access-date=2025-12-22 |website=www.brefeco.com |language=fr}}</ref>, and New York.
== History == Yseop was founded by Alain Kaeser, based on research conducted at École normale supérieure Paris-Saclay (formerly ENS Cachan)<ref>{{Cite web |date=2021-04-26 |title=Alain Kaeser |url=https://nextstage-am.com/entrepreneurs/alain-kaeser-2/ |access-date=2025-12-22 |website=Nextstage AM |language=fr-FR}}</ref>. In its early years, the company focused on applying symbolic AI and rule-based natural language generation to automate structured scientific and business content.<ref>{{Cite news |date=2012-04-13 |title=Les logiciels d'Yseop écrivent pour la Société Générale |url=https://www.lesechos.fr/2012/04/les-logiciels-dyseop-ecrivent-pour-la-societe-generale-355124 |archive-url=http://web.archive.org/web/20240527110751/https://www.lesechos.fr/2012/04/les-logiciels-dyseop-ecrivent-pour-la-societe-generale-355124 |archive-date=2024-05-27 |access-date=2025-12-22 |work=Les Echos |language=fr}}</ref>
As AI technologies evolved, Yseop expanded its platform to incorporate large language models, retrieval-augmented generation (RAG), and agent-based automation, while retaining deterministic controls required for regulated use cases.<ref>{{Cite web |last= |first= |date=2025-02-12 |title=From Workflows to AI Agents: The Next Evolution in Automation |url=https://yseop.com/blog/ai-agentic-workflows-automation/ |access-date=2025-12-22 |website=Yseop |language=en-US}}</ref> This hybrid architecture was developed to address limitations of standalone generative AI systems in regulatory contexts, such as reproducibility, explainability, and auditability.
The company is led by CEO Emmanuel Walckenaer <ref>{{Cite web |title=Reaping the benefits of the augmented workforce |url=https://venturebeat.com/author/emmanuel-walckenaer/ |archive-url=http://web.archive.org/web/20221022185033/https://venturebeat.com/author/emmanuel-walckenaer/ |archive-date=2022-10-22 |access-date=2025-12-22 |website=VentureBeat |language=en-US}}</ref>. Founder Alain Kaeser remains involved in strategic and technological direction.
== Products == '''Yseop Copilot''' is the company’s primary platform for regulatory and medical writing automation. It is designed for use in GxP-regulated environments and supports both data-driven and narrative content generation.
Key characteristics of the platform include:
* '''Composite AI architecture''' combining LLMs with symbolic AI, structured templates, and knowledge graphs.
* '''Human-in-the-loop workflows''' that allow subject matter experts to review, validate, and control generated content.
* '''Traceability and audit readiness''', with clear links between source data and generated text.
* '''Enterprise deployment''', including private cloud hosting and integration with tools such as Microsoft Word and Veeva Vault.
The platform is used across clinical development, regulatory affairs, pharmacovigilance, and chemistry, manufacturing, and controls (CMC) documentation.
== Industry Impact == Yseop operates within the broader adoption of generative AI in the pharmaceutical industry<ref>{{Cite journal |last=Ross |first=Kyla |date=2024-06-13 |title=Introducing Artificial Intelligence and Machine Learning Tools Into the Medical Writing Workflow |url=https://amwajournal.org/index.php/amwa/article/view/367 |journal=AMWA Journal |language=en |volume=39 |issue=2 |doi=10.55752/amwa.2024.367 |issn=2163-5315|url-access=subscription }}</ref>, where automation is increasingly applied to research, clinical development, and regulatory operations. Industry analyses estimate that generative AI could deliver tens of billions of dollars in annual productivity gains across the pharmaceutical sector.<ref>{{Cite web |last= |first= |date=2024-01-09 |title=Generative AI in the pharmaceutical industry: Moving from hype to reality |url=https://www.mckinsey.com/industries/life-sciences/our-insights/generative-ai-in-the-pharmaceutical-industry-moving-from-hype-to-reality |url-status=live |access-date= |website=McKinsey & Company}}</ref>
Yseop’s approach focuses on applying generative AI within structured, governed workflows to meet regulatory expectations for accuracy, consistency, and compliance. <ref>{{Cite web |title=NEXTSTAGE investit 3.8 M€ dans l'éditeur de logiciels YSEOP |url=https://www.fusacq.com/buzz/nextstage-investit-3-8-meur-dans-l-editeur-de-logiciels-yseop-a184120_fr_ |access-date=2025-12-22 |website=www.fusacq.com}}</ref>
== Awards & Recognition == '''2023'''
* Listed among the Top 10 Natural Language Generation Companies alongside OpenAI and Google.<ref>{{Cite web |last=Curtin |first=Elizabeth |date=2023-03-03 |title=The Top 10 Natural Language Generation Companies in 2023 |url=https://yseop.com/news-and-press-releases/the-top-10-natural-language-generation-companies-in-2023/ |access-date=2025-12-22 |website=Yseop |language=en-US}}</ref>
* Finalist at the Global Business Tech Awards for Tech Company of the Year.<ref>{{Cite web |last=isobel.regan@dontpanicprojects.com |date=2023-04-24 |title=Yseop’s Generative AI Solutions for Regulated Industries |url=https://globalbusinesstechawards.com/2023/04/24/yseops-generative-ai-solutions-for-regulated-industries/ |access-date=2025-12-22 |website=Global Business Tech Awards |language=en-GB}}</ref>
* Winner at the Citeline Awards for Best Use of Artificial Intelligence in Clinical Trials<ref>{{Cite web |last= |date=2023-05-09 |title=Press Release: The Citeline Awards 2023 winners have now been announced Award-winning patient recruitment |url=https://trial-wire.com/press-release-the-citeline-awards-2023-winners-have-now-been-announced/ |access-date=2025-12-22 |website=Rapid Clinical Trial Patient Recruitment |language=en-AU}}</ref>.
* Nominated for World Technology Leader Awards, alongside OpenAI and BMW.<ref>{{Cite web |last=Marketing |date=2023-06-14 |title=Yseop a été nommé au World Technology Leader Award 2023 |url=https://nextstage-am.com/yseop-a-ete-nomme-au-world-technology-leader-award-2023/ |access-date=2025-12-22 |website=Nextstage AM |language=fr-FR}}</ref>
'''2024'''
* Finalist at the Citeline Awards for the second year in a row<ref>{{Cite web |last= |date=2024-03-20 |title=TrialWire is Citeline Award Finalist for Best Use of Artificial Intelligence in Clinical Trials Award-winning patient recruitment |url=https://trial-wire.com/trialwire-is-citeline-award-finalist-for-best-use-of-artificial-intelligence-in-clinical-trials/ |access-date=2025-12-22 |website=Rapid Clinical Trial Patient Recruitment |language=en-AU}}</ref>.
* Shortlisted for the Business Intelligence Group’s Artificial Intelligence Excellence Awards<ref>{{Cite web |title=6 Experts, 35 Companies, and 79 Products Awarded for Excellence in Artificial Intelligence {{!}} News {{!}} Business Intelligence Group |url=https://www.bintelligence.com/posts/6-experts-35-companies-and-79-products-awarded-for-excellence-in-artificial-intelligence |access-date=2025-12-22 |website=www.bintelligence.com |language=en}}</ref>.
* Winner of Gold at the Merit Awards for Best AI Product<ref>{{Cite web |title=Winners - Technology 2024 |url=https://www.merit-awards.com/winners-technology-2024 |access-date=2025-12-22 |website=MERIT AWARDS |language=en-US}}</ref>.
* Awarded Silver status by Ecovadis for sustainability (Top 15%)<ref>{{Cite web |title=About {{!}} Advancing Yseop's automated solutions |url=https://yseop.com/about/ |access-date=2025-12-22 |website=Yseop |language=en-US}}</ref>.
'''2025'''
* Winner of the BIG Innovation Award <ref>{{Cite web |title=Innovation Unleashed: Meet the Visionaries and Game-Changers of the 2025 BIG Innovation Awards {{!}} News {{!}} Business Intelligence Group |url=https://www.bintelligence.com/posts/innovation-unleashed-meet-the-visionaries-and-game-changers-of-the-2025-big-innovation-awards |access-date=2025-12-22 |website=www.bintelligence.com |language=en}}</ref>.
* Named one of Time’s Best Inventions in the Medical & Healthcare category<ref>{{Cite web |last= |first= |date=2025-10-09 |title=Yseop Copilot, an AI assistant for science writers |url=https://time.com/collections/best-inventions-2025/7318458/yseop-copilot/ |url-status=live}}</ref>.
== References == {{reflist}}
== External links == *{{Official site|http://yseop.com/}}
Category:Software companies of France Category:French companies established in 2000 Category:Natural language generation