{"id":3287,"date":"2026-06-06T09:39:54","date_gmt":"2026-06-06T09:39:54","guid":{"rendered":"https:\/\/www.castelis.com\/?page_id=3287"},"modified":"2026-06-06T10:07:50","modified_gmt":"2026-06-06T10:07:50","slug":"artificial-intelligence","status":"publish","type":"page","link":"https:\/\/www.castelis.com\/en\/artificial-intelligence\/","title":{"rendered":"Artificial Intelligence"},"content":{"rendered":"<section class=\"castelis-hero-banner\" >\n            <div class=\"hero-image-bg\">\n            <img decoding=\"async\" src=\"https:\/\/www.castelis.com\/wp-content\/uploads\/2026\/04\/Infra1-e1776014449893.webp\" alt=\"The AI agency that doesn&#039;t stop at the prototype\">\n        <\/div>\n    \n    <div class=\"container\">\n                <div class=\"breadcrumbs-wrapper-homepage\"><\/div>\n\n        <div class=\"hero-content-wrapper\">\n            <div class=\"hero-content\">\n                                    <h1 class=\"hero-title\">The AI agency that doesn&#039;t stop at the prototype<\/h1>\n                \n                                    <div class=\"hero-description\">\n                        <p>Most AI projects never reach production: no follow-through after the prototype, solutions that don&#8217;t integrate, teams that don&#8217;t adopt. As an AI agency, Castelis covers the full cycle \u2014 from scoping to secure deployment and ongoing operational support.<\/p>\n\n                    <\/div>\n                \n                                    <div class=\"hero-cta-buttons\">\n                        <a href=\"#contact\" class=\"btn btn-primary\">\n                            <i class=\"fas fa-chevron-right\"><\/i>\n                            <span> Talk to an AI expert <\/span>\n                        <\/a>\n\n                                            <\/div>\n                \n                            <\/div>\n        <\/div>\n\n        \n            <\/div>\n<\/section>\n\n\n<nav class=\"castelis-toc \"  data-toc-id=\"toc-6a2427b3bfbdf\">\n    <div class=\"container\">\n        <div class=\"toc-wrapper\">\n                            <ul class=\"toc-list\">\n                                                                        <li class=\"toc-item\">\n                                <a href=\"#production\" class=\"toc-link\">\n                                    Production\n                                <\/a>\n                            <\/li>\n                                                                                                <li class=\"toc-item\">\n                                <a href=\"#expertise\" class=\"toc-link\">\n                                    AI Expertise\n                                <\/a>\n                            <\/li>\n                                                                                                <li class=\"toc-item\">\n                                <a href=\"#methodology\" class=\"toc-link\">\n                                    Methodology\n                                <\/a>\n                            <\/li>\n                                                                                                <li class=\"toc-item\">\n                                <a href=\"#governance\" class=\"toc-link\">\n                                    AI Governance\n                                <\/a>\n                            <\/li>\n                                                                                                <li class=\"toc-item\">\n                                <a href=\"#case-studies\" class=\"toc-link\">\n                                    Case studies\n                                <\/a>\n                            <\/li>\n                                                                                                <li class=\"toc-item\">\n                                <a href=\"#tech-stack\" class=\"toc-link\">\n                                    Tech stack\n                                <\/a>\n                            <\/li>\n                                                                                                <li class=\"toc-item\">\n                                <a href=\"#faq\" class=\"toc-link\">\n                                    FAQ\n                                <\/a>\n                            <\/li>\n                                                                                                <li class=\"toc-item\">\n                                <a href=\"#contact\" class=\"toc-link\">\n                                    Contact\n                                <\/a>\n                            <\/li>\n                                                            <\/ul>\n                    <\/div>\n    <\/div>\n<\/nav>\n\n<section class=\"castelis-logos variation-client\" >\n    <div class=\"container\">\n                    <div class=\"logos-header\">\n                                    <div class=\"logos-hashtag hashtag-title\"># They chose our expertise<\/div>\n                \n                                    <h2 class=\"logos-heading\">\n                        <span class=\"slash-prefix\">\/<\/span>\n                        Our Clients\n                    <\/h2>\n   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class=\"logo-green-line\"><\/div>\n                                            <div class=\"logo-item\">\n                                                            <img decoding=\"async\" src=\"https:\/\/www.castelis.com\/wp-content\/uploads\/2026\/04\/qualiconsult.webp\" alt=\"Logo\" \/>\n                                                    <\/div>\n                        <div class=\"logo-green-line\"><\/div>\n                                            <div class=\"logo-item\">\n                                                            <img decoding=\"async\" src=\"https:\/\/www.castelis.com\/wp-content\/uploads\/2026\/04\/prodistribution.webp\" alt=\"Logo\" \/>\n                                                    <\/div>\n                        <div class=\"logo-green-line\"><\/div>\n                                            <div class=\"logo-item\">\n                                                            <img decoding=\"async\" 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class=\"logo-green-line\"><\/div>\n                                            <div class=\"logo-item\">\n                                                            <img decoding=\"async\" src=\"https:\/\/www.castelis.com\/wp-content\/uploads\/2026\/04\/qualiconsult.webp\" alt=\"Logo\" \/>\n                                                    <\/div>\n                        <div class=\"logo-green-line\"><\/div>\n                                            <div class=\"logo-item\">\n                                                            <img decoding=\"async\" src=\"https:\/\/www.castelis.com\/wp-content\/uploads\/2026\/04\/prodistribution.webp\" alt=\"Logo\" \/>\n                                                    <\/div>\n                        <div class=\"logo-green-line\"><\/div>\n                                            <div class=\"logo-item\">\n                                                            <img decoding=\"async\" src=\"https:\/\/www.castelis.com\/wp-content\/uploads\/2026\/04\/apave.webp\" alt=\"Logo\" \/>\n                                                    <\/div>\n                        <div class=\"logo-green-line\"><\/div>\n                                            <div class=\"logo-item\">\n                                                            <img decoding=\"async\" src=\"https:\/\/www.castelis.com\/wp-content\/uploads\/2026\/04\/deloitte.webp\" alt=\"Logo\" \/>\n                                                    <\/div>\n                        <div class=\"logo-green-line\"><\/div>\n                                            <div class=\"logo-item\">\n                                                            <img decoding=\"async\" src=\"https:\/\/www.castelis.com\/wp-content\/uploads\/2026\/04\/sanofi.webp\" alt=\"Logo\" \/>\n                                                    <\/div>\n                        <div class=\"logo-green-line\"><\/div>\n                        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                                                  <\/div>\n                        <div class=\"logo-green-line\"><\/div>\n                                            <div class=\"logo-item\">\n                                                            <img decoding=\"async\" src=\"https:\/\/www.castelis.com\/wp-content\/uploads\/2026\/04\/solocal.webp\" alt=\"Logo\" \/>\n                                                    <\/div>\n                        <div class=\"logo-green-line\"><\/div>\n                                            <div class=\"logo-item\">\n                                                            <img decoding=\"async\" src=\"https:\/\/www.castelis.com\/wp-content\/uploads\/2026\/04\/lucernys-e1776431532443.webp\" alt=\"Logo\" \/>\n                                                    <\/div>\n                        <div class=\"logo-green-line\"><\/div>\n                                            <div class=\"logo-item\">\n                                                            <img decoding=\"async\" src=\"https:\/\/www.castelis.com\/wp-content\/uploads\/2026\/04\/narta.webp\" alt=\"Logo\" \/>\n                                                    <\/div>\n                        <div class=\"logo-green-line\"><\/div>\n                                            <div class=\"logo-item\">\n                                                            <img decoding=\"async\" src=\"https:\/\/www.castelis.com\/wp-content\/uploads\/2026\/04\/noveal.webp\" alt=\"Logo\" \/>\n                                                    <\/div>\n                        <div class=\"logo-green-line\"><\/div>\n                                            <div class=\"logo-item\">\n                                                            <img decoding=\"async\" src=\"https:\/\/www.castelis.com\/wp-content\/uploads\/2026\/04\/laprovencal.webp\" alt=\"Logo\" \/>\n                                                    <\/div>\n                        <div class=\"logo-green-line\"><\/div>\n                                            <div class=\"logo-item\">\n                                                            <img decoding=\"async\" src=\"https:\/\/www.castelis.com\/wp-content\/uploads\/2026\/04\/comgest-e1776431580174.webp\" alt=\"Logo\" \/>\n                                                    <\/div>\n                        <div class=\"logo-green-line\"><\/div>\n                                            <div class=\"logo-item\">\n                                                            <img decoding=\"async\" src=\"https:\/\/www.castelis.com\/wp-content\/uploads\/2026\/04\/DOP.webp\" alt=\"Logo\" \/>\n                                                    <\/div>\n                        <div class=\"logo-green-line\"><\/div>\n                                            <div class=\"logo-item\">\n                                                            <img decoding=\"async\" src=\"https:\/\/www.castelis.com\/wp-content\/uploads\/2026\/04\/quadient.webp\" alt=\"Logo\" \/>\n                                                    <\/div>\n                        <div class=\"logo-green-line\"><\/div>\n                                    <\/div>\n            <\/div>\n            <\/section>\n\n\n<section class=\"castelis-highlighted-content-image bg-grey\"  id=\"production\" >\n    <div class=\"container\">\n        \n        <div class=\"content-wrapper order-2\">\n                            <h2 class=\"content-title\">\n                    <span class=\"slash-prefix\">\/<\/span>\n                    <div>An AI agency that goes all the way to production<\/div>\n                <\/h2>\n                        \n                            <p class=\"content-description\">Many vendors deliver a convincing proof of concept, then leave the client alone to handle industrialisation. Castelis covers the entire project lifecycle \u2014 from business scoping to deployment, through to operational monitoring in production.<\/p>\n                        \n                            <div class=\"key-info-blocks\">\n                                            <div class=\"key-info-item\">\n                            <div class=\"key-info-icon\">\n                                                                    <img decoding=\"async\" src=\"https:\/\/www.castelis.com\/wp-content\/uploads\/2025\/12\/Icon-1.svg\" alt=\"A POC is not a finished solution\" \/>\n                                                            <\/div>\n                            <div class=\"key-info-content\">\n                                <h3 class=\"key-info-title\">A POC is not a finished solution<\/h3>\n                                <div class=\"key-info-subtitle\">80% of AI projects never reach production. Moving from prototype to a robust solution requires a distinct set of skills.<\/div>\n                            <\/div>\n                        <\/div>\n                                            <div class=\"key-info-item\">\n                            <div class=\"key-info-icon\">\n                                                                    <img decoding=\"async\" src=\"https:\/\/www.castelis.com\/wp-content\/uploads\/2025\/12\/Icon-14.svg\" alt=\"Value comes from adoption, not sophistication\" \/>\n                                                            <\/div>\n                            <div class=\"key-info-content\">\n                                <h3 class=\"key-info-title\">Value comes from adoption, not sophistication<\/h3>\n                                <div class=\"key-info-subtitle\">A solution that isn&#039;t integrated into your workflows and adopted by your teams changes nothing. Change management is non-negotiable.<\/div>\n                            <\/div>\n                        <\/div>\n                                            <div class=\"key-info-item\">\n                            <div class=\"key-info-icon\">\n                                                                    <img decoding=\"async\" src=\"https:\/\/www.castelis.com\/wp-content\/uploads\/2025\/12\/Icon-7.svg?ver=1776436557\" alt=\"Without monitoring, an AI solution degrades\" \/>\n                                                            <\/div>\n                            <div class=\"key-info-content\">\n                                <h3 class=\"key-info-title\">Without monitoring, an AI solution degrades<\/h3>\n                                <div class=\"key-info-subtitle\">The performance of an AI system evolves over time as your data and usage patterns change. Tracking and adjusting it is what guarantees results over the long run.<\/div>\n                            <\/div>\n                        <\/div>\n                                    <\/div>\n                        \n                            <div class=\"castelis-cta-wrapper\">\n                    <a href=\"#contact\" class=\"btn btn-secondary\">\n                        Talk to an AI expert\n                                            <\/a>\n                <\/div>\n                    <\/div>\n        \n        \n        <div class=\"image-wrapper order-1\">\n                            <img decoding=\"async\" \n                    src=\"https:\/\/www.castelis.com\/wp-content\/uploads\/2026\/04\/mohammad-rahmani-Y5yxdx2a4PI-unsplash.webp\" \n                    alt=\"An AI agency that goes all the way to production\"\n                \/>\n                    <\/div>\n    <\/div>\n<\/section>\n\n\n<section class=\"castelis-cards-panel alignment-vertical bg-green heading-left\"  id=\"expertise\" >\n    <div class=\"container\">\n                    <div class=\"cards-panel-header\">\n                                    <div class=\"cards-panel-heading\">\n                        <span class=\"slash-prefix\">\/<\/span>\n                        <h2>Our AI expertise<\/h2>\n                    <\/div>\n                                \n                                    <div class=\"cards-panel-description\">\n                        <p>From data structuring to process automation, we select the right approach for your business context \u2014 without defaulting to a technology first.<\/p>\n\n                    <\/div>\n                            <\/div>\n                \n                    <div class=\"cards-grid cards-grid-3\">\n                                    <div class=\"card-item\">\n                                                    \n                            <div class=\"card-icon\">\n                                                                    <img decoding=\"async\" src=\"https:\/\/www.castelis.com\/wp-content\/uploads\/2025\/12\/Icon-12.svg\" alt=\"Data science and machine learning\" \/>\n                                                            <\/div>\n                            \n                                                            <h3 class=\"card-title\">Data science and machine learning<\/h3>\n                                                        \n                                                            <p class=\"card-description\">Predictive models, scoring and anomaly detection to automate and strengthen operational decisions from your existing data.<\/p>\n                                                        \n                                                        \n                                                                        <\/div>\n                                    <div class=\"card-item\">\n                                                    \n                            <div class=\"card-icon\">\n                                                                    <img decoding=\"async\" src=\"https:\/\/www.castelis.com\/wp-content\/uploads\/2025\/12\/Icon-12.svg\" alt=\"Generative AI and LLMs\" \/>\n                                                            <\/div>\n                            \n                                                            <h3 class=\"card-title\">Generative AI and LLMs<\/h3>\n                                                        \n                                                            <p class=\"card-description\">Integration of large language models for document analysis, summarisation, structured content generation and business process assistance.<\/p>\n                                                        \n                                                        \n                                                                        <\/div>\n                                    <div class=\"card-item\">\n                                                    \n                            <div class=\"card-icon\">\n                                                                    <img decoding=\"async\" src=\"https:\/\/www.castelis.com\/wp-content\/uploads\/2025\/12\/Icon-12.svg\" alt=\"AI agents\" \/>\n                                                            <\/div>\n                            \n                                                            <h3 class=\"card-title\">AI agents<\/h3>\n                                                        \n                                                            <p class=\"card-description\">Autonomous systems that reason, orchestrate complex tasks and interact with your tools, while maintaining human oversight on critical decisions.<\/p>\n                                                        \n                                                        \n                                                                        <\/div>\n                                    <div class=\"card-item\">\n                                                    \n                            <div class=\"card-icon\">\n                                                                    <img decoding=\"async\" src=\"https:\/\/www.castelis.com\/wp-content\/uploads\/2025\/12\/Icon-12.svg\" alt=\"Process automation\" \/>\n                                                            <\/div>\n                            \n                                                            <h3 class=\"card-title\">Process automation<\/h3>\n                                                        \n                                                            <p class=\"card-description\">Design and deployment of automated workflows for repetitive, low-value tasks: data entry, reconciliation, notifications, routing between systems.<\/p>\n                                                        \n                                                        \n                                                                        <\/div>\n                                    <div class=\"card-item\">\n                                                    \n                            <div class=\"card-icon\">\n                                                                    <img decoding=\"async\" src=\"https:\/\/www.castelis.com\/wp-content\/uploads\/2025\/12\/Icon-12.svg\" alt=\"Intelligent search and RAG\" \/>\n                                                            <\/div>\n                            \n                                                            <h3 class=\"card-title\">Intelligent search and RAG<\/h3>\n                                                        \n                                                            <p class=\"card-description\">Semantic search engines and RAG architectures to unlock your document bases and answer business queries in natural language.<\/p>\n                                                        \n                                                        \n                                                                        <\/div>\n                                    <div class=\"card-item\">\n                                                    \n                            <div class=\"card-icon\">\n                                                                    <img decoding=\"async\" src=\"https:\/\/www.castelis.com\/wp-content\/uploads\/2025\/12\/Icon-12.svg\" alt=\"Hybrid architectures and security\" \/>\n                                                            <\/div>\n                            \n                                                            <h3 class=\"card-title\">Hybrid architectures and security<\/h3>\n                                                        \n                                                            <p class=\"card-description\">Combination of classical models, generative AI and agents, deployed in cloud or on-premise environments with sensitive data isolation and built-in regulatory compliance.<\/p>\n                                                        \n                                                        \n                                                                        <\/div>\n                            <\/div>\n            <\/div>\n<\/section>\n\n\n<section class=\"castelis-methodology-timeline\"  id=\"methodology\" >\n    <div class=\"container\">\n                    <h2 class=\"methodology-heading\">\n                <span class=\"slash-prefix\">\/<\/span>\n                Our method: from business scoping to operational AI\n            <\/h2>\n        \n        <div class=\"methodology-content\">\n            \n            <div class=\"methodology-left \">   \n                                    <div class=\"methodology-subheading\">\n                        <p>Every project starts with a precise business problem, not a technology. We ensure solutions that are genuinely usable within your organisation.<\/p>\n\n                    <\/div>\n                                                    <div class=\"timeline-wrapper\">\n                        <div class=\"timeline-line\"><\/div>\n                        \n                                                    <div class=\"timeline-step\">\n                                <div class=\"timeline-step-number\">\n                                    <span>1<\/span>\n                                <\/div>\n                                \n                                <div class=\"timeline-step-content\">\n                                                                            <h3 class=\"timeline-step-title\">Scoping and use case qualification<\/h3>\n                                                                        \n                                                                            <p class=\"timeline-step-description\">Identification of priority challenges, feasibility assessment and data readiness review. We define a useful scope before writing a single line of code.<\/p>\n                                                                        \n                                                                            <div class=\"timeline-step-tags\">\n                                                                                            <span class=\"timeline-tag\">Business goals<\/span>\n                                                                                            <span class=\"timeline-tag\">Feasibility<\/span>\n                                                                                    <\/div>\n                                                                    <\/div>\n                            <\/div>\n                                                    <div class=\"timeline-step\">\n                                <div class=\"timeline-step-number\">\n                                    <span>2<\/span>\n                                <\/div>\n                                \n                                <div class=\"timeline-step-content\">\n                                                                            <h3 class=\"timeline-step-title\">Prototyping and validation<\/h3>\n                                                                        \n                                                                            <p class=\"timeline-step-description\">First prototype on your real data to test hypotheses, measure performance and validate architectural choices.<\/p>\n                                                                        \n                                                                            <div class=\"timeline-step-tags\">\n                                                                                            <span class=\"timeline-tag\">Prototype<\/span>\n                                                                                            <span class=\"timeline-tag\">Validation<\/span>\n                                                                                    <\/div>\n                                                                    <\/div>\n                            <\/div>\n                                                    <div class=\"timeline-step\">\n                                <div class=\"timeline-step-number\">\n                                    <span>3<\/span>\n                                <\/div>\n                                \n                                <div class=\"timeline-step-content\">\n                                                                            <h3 class=\"timeline-step-title\">Industrialisation and system integration<\/h3>\n                                                                        \n                                                                            <p class=\"timeline-step-description\">Robust development and integration into your existing systems: reliable pipelines, secure APIs, regression testing.<\/p>\n                                                                        \n                                                                            <div class=\"timeline-step-tags\">\n                                                                                            <span class=\"timeline-tag\">Industrialisation<\/span>\n                                                                                            <span class=\"timeline-tag\">System integration<\/span>\n                                                                                    <\/div>\n                                                                    <\/div>\n                            <\/div>\n                                                    <div class=\"timeline-step\">\n                                <div class=\"timeline-step-number\">\n                                    <span>4<\/span>\n                                <\/div>\n                                \n                                <div class=\"timeline-step-content\">\n                                                                            <h3 class=\"timeline-step-title\">Deployment, security and monitoring<\/h3>\n                                                                        \n                                                                            <p class=\"timeline-step-description\">Go-live, performance monitoring and continuous adjustments. Our teams remain available after launch to ensure stability and evolve the solution over time.<\/p>\n                                                                        \n                                                                            <div class=\"timeline-step-tags\">\n                                                                                            <span class=\"timeline-tag\">Production<\/span>\n                                                                                            <span class=\"timeline-tag\">Monitoring<\/span>\n                                                                                    <\/div>\n                                                                    <\/div>\n                            <\/div>\n                                            <\/div>\n                \n                            <\/div>\n\n            \n                    <\/div>\n    <\/div>\n<\/section>\n\n\n<!-- [CTA BLOCK - PLACEHOLDER] -->\n\n<section class=\"castelis-highlighted-content-image bg-grey\"  id=\"governance\" >\n    <div class=\"container\">\n        \n        <div class=\"content-wrapper order-1\">\n                            <h2 class=\"content-title\">\n                    <span class=\"slash-prefix\">\/<\/span>\n                    <div>AI that is reliable, secure and compliant<\/div>\n                <\/h2>\n                        \n                            <p class=\"content-description\">Without governance, AI decisions become opaque and regulatory risks accumulate. Castelis embeds traceability, data security and compliance requirements from the design phase.<\/p>\n                        \n                            <div class=\"key-info-blocks\">\n                                            <div class=\"key-info-item\">\n                            <div class=\"key-info-icon\">\n                                                                    <img decoding=\"async\" src=\"https:\/\/www.castelis.com\/wp-content\/uploads\/2025\/12\/Icon-11.svg\" alt=\"Explainable and traceable decisions\" \/>\n                                                            <\/div>\n                            <div class=\"key-info-content\">\n                                <h3 class=\"key-info-title\">Explainable and traceable decisions<\/h3>\n                                <div class=\"key-info-subtitle\">Our architectures prioritise interpretable systems so that every AI decision can be justified internally and to your stakeholders.<\/div>\n                            <\/div>\n                        <\/div>\n                                            <div class=\"key-info-item\">\n                            <div class=\"key-info-icon\">\n                                                                    <img decoding=\"async\" src=\"https:\/\/www.castelis.com\/wp-content\/uploads\/2025\/12\/Search.svg\" alt=\"Continuous performance monitoring\" \/>\n                                                            <\/div>\n                            <div class=\"key-info-content\">\n                                <h3 class=\"key-info-title\">Continuous performance monitoring<\/h3>\n                                <div class=\"key-info-subtitle\">Monitoring in place to detect degradations before they impact your operations or results.<\/div>\n                            <\/div>\n                        <\/div>\n                                            <div class=\"key-info-item\">\n                            <div class=\"key-info-icon\">\n                                                                    <img decoding=\"async\" src=\"https:\/\/www.castelis.com\/wp-content\/uploads\/2025\/12\/Icon-5.svg\" alt=\"Data security and protection\" \/>\n                                                            <\/div>\n                            <div class=\"key-info-content\">\n                                <h3 class=\"key-info-title\">Data security and protection<\/h3>\n                                <div class=\"key-info-subtitle\">Isolated environments, encryption and pseudonymisation of sensitive data, integrated from the pipeline design phase in compliance with GDPR.<\/div>\n                            <\/div>\n                        <\/div>\n                                            <div class=\"key-info-item\">\n                            <div class=\"key-info-icon\">\n                                                                    <img decoding=\"async\" src=\"https:\/\/www.castelis.com\/wp-content\/uploads\/2026\/02\/check-1.svg\" alt=\"EU AI Act compliance\" \/>\n                                                            <\/div>\n                            <div class=\"key-info-content\">\n                                <h3 class=\"key-info-title\">EU AI Act compliance<\/h3>\n                                <div class=\"key-info-subtitle\">Risk level qualification, mandatory documentation and mitigation measures in line with current European regulatory requirements.<\/div>\n                            <\/div>\n                        <\/div>\n                                    <\/div>\n                        \n                            <div class=\"castelis-cta-wrapper\">\n                    <a href=\"#contact\" class=\"btn btn-secondary\">\n                        Talk to an AI expert\n                                            <\/a>\n                <\/div>\n                    <\/div>\n        \n        \n        <div class=\"image-wrapper order-2\">\n                            <img decoding=\"async\" \n                    src=\"https:\/\/www.castelis.com\/wp-content\/uploads\/2026\/04\/innovalabs-software-developer-6521720_1280.webp\" \n                    alt=\"AI that is reliable, secure and compliant\"\n                \/>\n                    <\/div>\n    <\/div>\n<\/section>\n\n\n<section class=\"client-case-studies\"  id=\"case-studies\" >\n    <div class=\"container\">\n                    <h2 class=\"case-studies-heading\">\n                <span class=\"slash-prefix\">\/<\/span>\n                They transformed their operations with Castelis\n            <\/h2>\n        \n                    <div class=\"case-studies-description\">\n                <p>SNCF, Solocal, Qualiconsult: AI projects in production, measured on concrete operational indicators.<\/p>\n\n            <\/div>\n        \n                    <div class=\"case-studies__wrapper\">\n                <div class=\"case-studies-grid\">\n                                            <div class=\"case-study-card\">\n                                                            <div class=\"case-image\">\n                                    <img decoding=\"async\" src=\"https:\/\/www.castelis.com\/wp-content\/uploads\/2026\/03\/cas-client-sncf.webp\" alt=\"SNCF | Optimising fine recovery rates\">\n                                <\/div>\n                            \n                            <div class=\"case-content\">\n                                                                    <h3 class=\"case-title\">SNCF | Optimising fine recovery rates<\/h3>\n                                \n                                                                    <p class=\"case-description\">Machine learning model to score and prioritise recovery cases, deployed in production and integrated into SNCF operational tools.<\/p>\n                                \n                                                                    <div class=\"case-figures\">\n                                                                                    <div class=\"figure-item\">\n                                                <div class=\"figure-value\">225,000<\/div>\n                                                <div class=\"figure-label\">Tickets processed per month<\/div>\n                                            <\/div>\n                                                                                    <div class=\"figure-item\">\n                                                <div class=\"figure-value\">121<\/div>\n                                                <div class=\"figure-label\">Offender profiles identified<\/div>\n                                            <\/div>\n                                                                                    <div class=\"figure-item\">\n                                                <div class=\"figure-value\">2019<\/div>\n                                                <div class=\"figure-label\">Year of deployment<\/div>\n                                            <\/div>\n                                                                            <\/div>\n                                                                \n                                                                    <a href=\"https:\/\/hunik.group\/cas-client\/sncf\/\" class=\"card-cta\" target=\"_blank\" rel=\"noopener\">\n                                        View case study\n                                        <i class=\"fas fa-chevron-right\"><\/i>\n                                    <\/a>\n                                                            <\/div>\n                        <\/div>\n                                            <div class=\"case-study-card\">\n                                                            <div class=\"case-image\">\n                                    <img decoding=\"async\" src=\"https:\/\/www.castelis.com\/wp-content\/uploads\/2026\/03\/cas-client-qualiconsult2.webp\" alt=\"Groupe Qualiconsult | Accelerating payment allocation\">\n                                <\/div>\n                            \n                            <div class=\"case-content\">\n                                                                    <h3 class=\"case-title\">Groupe Qualiconsult | Accelerating payment allocation<\/h3>\n                                \n                                                                    <p class=\"case-description\">AI and OCR tool to automate accounting reconciliation, reduce allocation delays and free up finance teams from low-value tasks.<\/p>\n                                \n                                                                    <div class=\"case-figures\">\n                                                                                    <div class=\"figure-item\">\n                                                <div class=\"figure-value\">80%<\/div>\n                                                <div class=\"figure-label\">Automated reconciliations<\/div>\n                                            <\/div>\n                                                                                    <div class=\"figure-item\">\n                                                <div class=\"figure-value\">-50%<\/div>\n                                                <div class=\"figure-label\">Reduction in workload<\/div>\n                                            <\/div>\n                                                                                    <div class=\"figure-item\">\n                                                <div class=\"figure-value\">9 years<\/div>\n                                                <div class=\"figure-label\">Collaboration duration<\/div>\n                                            <\/div>\n                                                                            <\/div>\n                                                                \n                                                                    <a href=\"https:\/\/hunik.group\/cas-client\/groupe-qualiconsult\/\" class=\"card-cta\" target=\"_blank\" rel=\"noopener\">\n                                        View case study\n                                        <i class=\"fas fa-chevron-right\"><\/i>\n                                    <\/a>\n                                                            <\/div>\n                        <\/div>\n                                            <div class=\"case-study-card\">\n                                                            <div class=\"case-image\">\n                                    <img decoding=\"async\" src=\"https:\/\/www.castelis.com\/wp-content\/uploads\/2026\/03\/cas-client-solocal.webp\" alt=\"Solocal | Feeding a data hub from external systems\">\n                                <\/div>\n                            \n                            <div class=\"case-content\">\n                                                                    <h3 class=\"case-title\">Solocal | Feeding a data hub from external systems<\/h3>\n                                \n                                                                    <p class=\"case-description\">Multi-system data centralisation and synchronisation middleware to accelerate client onboarding and ensure reliable data flows across heterogeneous systems.<\/p>\n                                \n                                                                    <div class=\"case-figures\">\n                                                                                    <div class=\"figure-item\">\n                                                <div class=\"figure-value\">+7,000<\/div>\n                                                <div class=\"figure-label\">Points of sale synchronised<\/div>\n                                            <\/div>\n                                                                                    <div class=\"figure-item\">\n                                                <div class=\"figure-value\">10<\/div>\n                                                <div class=\"figure-label\">Connectors and brands in operation<\/div>\n                                            <\/div>\n                                                                                    <div class=\"figure-item\">\n                                                <div class=\"figure-value\">2017<\/div>\n                                                <div class=\"figure-label\">First connector deployed<\/div>\n                                            <\/div>\n                                                                            <\/div>\n                                                                \n                                                                    <a href=\"https:\/\/hunik.group\/cas-client\/solocal\/\" class=\"card-cta\" target=\"_blank\" rel=\"noopener\">\n                                        View case study\n                                        <i class=\"fas fa-chevron-right\"><\/i>\n                                    <\/a>\n                                                            <\/div>\n                        <\/div>\n                                    <\/div>\n\n                \n                <div class=\"case-studies__nav\">\n                    <button class=\"case-studies__btn case-studies__btn--prev\" disabled>\n                        <i class=\"fas fa-chevron-left\"><\/i>\n                    <\/button>\n\n                    <div class=\"case-studies__dots\"><\/div>\n\n                    <button class=\"case-studies__btn case-studies__btn--next\">\n                        <i class=\"fas fa-chevron-right\"><\/i>\n                    <\/button>\n                <\/div>\n            <\/div>\n            <\/div>\n<\/section>\n\n\n<section class=\"castelis-tech-stack\"  id=\"tech-stack\" >\n    <div class=\"container\">\n                    <h2 class=\"tech-stack-heading\">\n                <span class=\"slash-prefix\">\/<\/span>\n                AI ecosystem\n            <\/h2>\n        \n                    <div class=\"tech-stack-description\">\n                <p>We select technologies and models based on your use cases, constraints and stability requirements. Our approach favours tool complementarity and adaptation to your existing environment, without dependency on a single solution.<\/p>\n\n            <\/div>\n        \n                    <div class=\"tech-stack-tools\">\n                                                            <span class=\"tech-tool\">OpenAI<\/span>\n                                                                                <span class=\"tech-tool\">Claude<\/span>\n                                                                                <span class=\"tech-tool\">Gemini<\/span>\n                                                                                <span class=\"tech-tool\">Mistral<\/span>\n                                                                                <span class=\"tech-tool\">Hugging Face<\/span>\n                                                                                <span class=\"tech-tool\">LangChain<\/span>\n                                                                                <span class=\"tech-tool\">LangGraph<\/span>\n                                                                                <span class=\"tech-tool\">LlamaIndex<\/span>\n                                                                                <span class=\"tech-tool\">n8n<\/span>\n                                                                                <span class=\"tech-tool\">Python<\/span>\n                                                <\/div>\n        \n                    <div class=\"tech-stack-info\">\n                                    <img decoding=\"async\" src=\"https:\/\/www.castelis.com\/wp-content\/uploads\/2025\/12\/Icon-6.svg\" alt=\"Icon\" class=\"info-icon\">\n                                <span class=\"info-text\">AI architectures built for stability, integration and business value.<\/span>\n            <\/div>\n        \n            <\/div>\n<\/section>\n\n\n<section class=\"castelis-faq\"  id=\"faq\" >\n    <div class=\"container\">\n        <h2 class=\"faq-title\">\n            <span class=\"slash-prefix\">\/<\/span>\n            <div>Frequently asked questions about our AI agency<\/div>\n        <\/h2>\n    <\/div>\n        \n            <div class=\"faq-accordion\">\n                                            \n                <div class=\"faq-item active\">\n                    <div class=\"container\">\n                        <button \n                            class=\"faq-question\" \n                            type=\"button\"\n                            aria-expanded=\"true\"\n                            aria-controls=\"faq-faq-0\"\n                            onclick=\"this.closest('.faq-item').classList.toggle('active'); this.setAttribute('aria-expanded', this.getAttribute('aria-expanded') === 'true' ? 'false' : 'true');\"\n                        >\n                            <h3>What is an AI agency?<\/h3>\n                            <i class=\"faq-icon\"><\/i>\n                        <\/button>\n                    <\/div>\n                    <div \n                        class=\"faq-answer\" \n                        id=\"faq-faq-0\"\n                        role=\"region\"\n                    >\n                        <div class=\"container\">\n                            <div class=\"faq-answer-content\">\n                                <p>An AI agency designs, develops and operates artificial intelligence solutions for organisations. Unlike a consulting firm that recommends, it codes, industrialises and maintains. Castelis combines this expertise with custom development, cloud infrastructure and cybersecurity skills \u2014 enabling complex projects to be addressed without multiplying vendors.<\/p>\n\n                            <\/div>\n                        <\/div>\n                    <\/div>\n                <\/div>\n                                            \n                <div class=\"faq-item \">\n                    <div class=\"container\">\n                        <button \n                            class=\"faq-question\" \n                            type=\"button\"\n                            aria-expanded=\"false\"\n                            aria-controls=\"faq-faq-1\"\n                            onclick=\"this.closest('.faq-item').classList.toggle('active'); this.setAttribute('aria-expanded', this.getAttribute('aria-expanded') === 'true' ? 'false' : 'true');\"\n                        >\n                            <h3>How do you choose an AI agency?<\/h3>\n                            <i class=\"faq-icon\"><\/i>\n                        <\/button>\n                    <\/div>\n                    <div \n                        class=\"faq-answer\" \n                        id=\"faq-faq-1\"\n                        role=\"region\"\n                    >\n                        <div class=\"container\">\n                            <div class=\"faq-answer-content\">\n                                <p>Three criteria matter: the ability to go all the way to production (many vendors stop at the POC), a genuine understanding of your business, and verifiable references on comparable use cases. Always ask for client results measured in production, not just testimonials.<\/p>\n\n                            <\/div>\n                        <\/div>\n                    <\/div>\n                <\/div>\n                                            \n                <div class=\"faq-item \">\n                    <div class=\"container\">\n                        <button \n                            class=\"faq-question\" \n                            type=\"button\"\n                            aria-expanded=\"false\"\n                            aria-controls=\"faq-faq-2\"\n                            onclick=\"this.closest('.faq-item').classList.toggle('active'); this.setAttribute('aria-expanded', this.getAttribute('aria-expanded') === 'true' ? 'false' : 'true');\"\n                        >\n                            <h3>AI agency vs. IT services company: what&#039;s the difference?<\/h3>\n                            <i class=\"faq-icon\"><\/i>\n                        <\/button>\n                    <\/div>\n                    <div \n                        class=\"faq-answer\" \n                        id=\"faq-faq-2\"\n                        role=\"region\"\n                    >\n                        <div class=\"container\">\n                            <div class=\"faq-answer-content\">\n                                <p>An IT services company primarily provides human resources on a time-and-materials basis for general skills. An AI agency brings product expertise and industrialises specialised solutions, with a commitment to outcomes rather than means. Castelis stands out through its ability to cover the full scope: design, system integration, security and post-deployment operational support.<\/p>\n\n                            <\/div>\n                        <\/div>\n                    <\/div>\n                <\/div>\n                                            \n                <div class=\"faq-item \">\n                    <div class=\"container\">\n                        <button \n                            class=\"faq-question\" \n                            type=\"button\"\n                            aria-expanded=\"false\"\n                            aria-controls=\"faq-faq-3\"\n                            onclick=\"this.closest('.faq-item').classList.toggle('active'); this.setAttribute('aria-expanded', this.getAttribute('aria-expanded') === 'true' ? 'false' : 'true');\"\n                        >\n                            <h3>Can AI adapt to my industry?<\/h3>\n                            <i class=\"faq-icon\"><\/i>\n                        <\/button>\n                    <\/div>\n                    <div \n                        class=\"faq-answer\" \n                        id=\"faq-faq-3\"\n                        role=\"region\"\n                    >\n                        <div class=\"container\">\n                            <div class=\"faq-answer-content\">\n                                <p>Yes, provided you start from the business problem rather than the technology. We have deployed AI solutions across diverse sectors: transport (SNCF), business services (Qualiconsult), retail (Solocal). What determines feasibility is data availability, clarity of the use case and organisational maturity \u2014 three dimensions we assess during the initial scoping phase.<\/p>\n\n                            <\/div>\n                        <\/div>\n                    <\/div>\n                <\/div>\n                                            \n                <div class=\"faq-item \">\n                    <div class=\"container\">\n                        <button \n                            class=\"faq-question\" \n                            type=\"button\"\n                            aria-expanded=\"false\"\n                            aria-controls=\"faq-faq-4\"\n                            onclick=\"this.closest('.faq-item').classList.toggle('active'); this.setAttribute('aria-expanded', this.getAttribute('aria-expanded') === 'true' ? 'false' : 'true');\"\n                        >\n                            <h3>Do you need large amounts of data to start an AI project?<\/h3>\n                            <i class=\"faq-icon\"><\/i>\n                        <\/button>\n                    <\/div>\n                    <div \n                        class=\"faq-answer\" \n                        id=\"faq-faq-4\"\n                        role=\"region\"\n                    >\n                        <div class=\"container\">\n                            <div class=\"faq-answer-content\">\n                                <p>Not necessarily. Some approaches \u2014 AI agents, RAG, process automation \u2014 deliver value with limited historical data. Others, such as predictive models, require a minimum volume to be reliable. In every case, we assess your data maturity and quality during scoping and adapt our approach accordingly. A lack of data is not a default blocker: it is a constraint to qualify before choosing a direction.<\/p>\n\n                            <\/div>\n                        <\/div>\n                    <\/div>\n                <\/div>\n                    <\/div>\n    <\/section>\n\n\n<section class=\"castelis-contact-form\"  id=\"contact\" >\n    <div class=\"container\">   \n                    <div class=\"contact-tag hashtag-title\">CONTACT<\/div>\n        \n                    <h2 class=\"contact-heading\">Let&#039;s talk about your AI project<\/h2>\n        \n        \n        <div class=\"contact-wrapper\">\n            \n            <div class=\"contact-form-side\">\n                                    <div class=\"contact-form-container\">\n                        \n\t\t\t\t\t\t<script>\n\t\t\t\t\t\t\twindow.hsFormsOnReady = window.hsFormsOnReady || [];\n\t\t\t\t\t\t\twindow.hsFormsOnReady.push(()=>{\n\t\t\t\t\t\t\t\thbspt.forms.create({\n\t\t\t\t\t\t\t\t\tportalId: 9318812,\n\t\t\t\t\t\t\t\t\tformId: \"312183e0-8b6c-488d-ac79-af4a4fbc82fe\",\n\t\t\t\t\t\t\t\t\ttarget: \"#hbspt-form-1780754355000-4681866102\",\n\t\t\t\t\t\t\t\t\tregion: \"na1\",\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t})});\n\t\t\t\t\t\t<\/script>\n\t\t\t\t\t\t<div class=\"hbspt-form\" id=\"hbspt-form-1780754355000-4681866102\"><\/div>\n                    <\/div>\n                            <\/div>\n\n            \n            <div class=\"contact-sidebar\">\n                <div class=\"sidebar-content\">\n                                            <h3 class=\"sidebar-heading\">Why choose us?<\/h3>\n                    \n                                            <div class=\"reasons-list\">\n                                                            <div class=\"reason-item\">\n                                    <i class=\"green-icon-bg\"><\/i>\n                                    <div class=\"reason-content\">\n                                        <h4 class=\"reason-title\">Technical expertise<\/h4>\n                                        <div class=\"reason-description\">15+ years of experience, AWS\/Azure certifications, modern stack<\/div>\n                                    <\/div>\n                                <\/div>\n                                                            <div class=\"reason-item\">\n                                    <i class=\"green-icon-bg\"><\/i>\n                                    <div class=\"reason-content\">\n                                        <h4 class=\"reason-title\">Proven methodology<\/h4>\n                                        <div class=\"reason-description\">100+ projects delivered, 95% client satisfaction, on-time delivery<\/div>\n                                    <\/div>\n                                <\/div>\n                                                            <div class=\"reason-item\">\n                                    <i class=\"green-icon-bg\"><\/i>\n                                    <div class=\"reason-content\">\n                                        <h4 class=\"reason-title\">Ongoing support<\/h4>\n                                        <div class=\"reason-description\">TMA available, team training, 24\/7 monitoring<\/div>\n                                    <\/div>\n                                <\/div>\n                                                    <\/div>\n                    \n                                            <div class=\"satisfaction-rating\">\n                            <div class=\"rating-display\">\n                                <div class=\"rating-label\">Satisfaction score<\/div>\n                                <div class=\"rating-number\">4.8\/5<\/div>\n                            <\/div>\n                            <div class=\"rating-stars\">\n                                                                                                            <i class=\"fas fa-star\"><\/i>\n                                                                                                                                                <i class=\"fas fa-star\"><\/i>\n                                                                                                                                                <i class=\"fas fa-star\"><\/i>\n                                                                                                                                                <i class=\"fas fa-star\"><\/i>\n                                                                                                                                                <i class=\"fas fa-star-half-alt\"><\/i>\n                                                                                                <\/div>\n                                                    <\/div>\n                                    <\/div>\n            <\/div>\n        <\/div>\n    <\/div>\n            <div class=\"contact-form-image\">\n            <img decoding=\"async\" src=\"https:\/\/www.castelis.com\/wp-content\/uploads\/2025\/12\/designer-working-3d-model-2.png\" alt=\"\" \/>\n        <\/div>\n    <\/section>\n\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":2,"featured_media":2404,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"content-type":"","footnotes":""},"class_list":["post-3287","page","type-page","status-publish","has-post-thumbnail","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.castelis.com\/en\/wp-json\/wp\/v2\/pages\/3287","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.castelis.com\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.castelis.com\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.castelis.com\/en\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.castelis.com\/en\/wp-json\/wp\/v2\/comments?post=3287"}],"version-history":[{"count":1,"href":"https:\/\/www.castelis.com\/en\/wp-json\/wp\/v2\/pages\/3287\/revisions"}],"predecessor-version":[{"id":3288,"href":"https:\/\/www.castelis.com\/en\/wp-json\/wp\/v2\/pages\/3287\/revisions\/3288"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.castelis.com\/en\/wp-json\/wp\/v2\/media\/2404"}],"wp:attachment":[{"href":"https:\/\/www.castelis.com\/en\/wp-json\/wp\/v2\/media?parent=3287"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}