{"id":2491,"date":"2026-03-28T23:19:56","date_gmt":"2026-03-28T23:19:56","guid":{"rendered":"https:\/\/lightgreen-wombat-810778.hostingersite.com\/?page_id=2491"},"modified":"2026-04-27T16:01:37","modified_gmt":"2026-04-27T16:01:37","slug":"ai-solutions","status":"publish","type":"page","link":"https:\/\/www.castelis.com\/en\/custom-development\/ai-solutions\/","title":{"rendered":"AI Solutions"},"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=\"Transform your business processes with custom AI solutions\">\n        <\/div>\n    \n    <div class=\"container\">\n                        <div class=\"hero-content-wrapper\">\n            <div class=\"hero-content\">\n                                    <h1 class=\"hero-title\">Transform your business processes with custom AI solutions<\/h1>\n                \n                                    <div class=\"hero-description\">\n                        <p>AI and data only create value when they address concrete business challenges. That&#8217;s why we design custom AI solutions, integrated into your tools and processes, to automate, improve reliability and enhance operational performance \u2014 without unnecessary complexity or fleeting trends.<\/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> Speak with an 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-69f0b77e7e0c4\">\n    <div class=\"container\">\n        <div class=\"toc-wrapper\">\n                            <ul class=\"toc-list\">\n                                                                        <li class=\"toc-item\">\n                                <a href=\"#expertise\" class=\"toc-link\">\n                                    Expertise\n                                <\/a>\n                            <\/li>\n                                                                                                <li class=\"toc-item\">\n                                <a href=\"#methodologie\" class=\"toc-link\">\n                                    Methodology\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=\"#garanties\" class=\"toc-link\">\n                                    Guarantees\n                                <\/a>\n                            <\/li>\n                                                                                                <li class=\"toc-item\">\n                                <a href=\"#cas-client\" class=\"toc-link\">\n                                    Case studies\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-cards-panel alignment-vertical bg-black 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>Use-case driven AI expertise<\/h2>\n                    <\/div>\n                                \n                                    <div class=\"cards-panel-description\">\n                        <p>We work on concrete data and AI projects, designed to meet specific business needs. Our approach prioritises utility, understanding of existing processes and integration of solutions that are genuinely usable in your environment.<\/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 &amp; Machine Learning\" \/>\n                                                            <\/div>\n                            \n                                                            <h3 class=\"card-title\">Data science &amp; Machine Learning<\/h3>\n                                                        \n                                                            <p class=\"card-description\">Design of statistical and machine learning models to automate or enhance business decisions, through reliable, interpretable models adapted to operational constraints.<\/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 &amp; LLM\" \/>\n                                                            <\/div>\n                            \n                                                            <h3 class=\"card-title\">Generative AI &amp; LLM<\/h3>\n                                                        \n                                                            <p class=\"card-description\">Implementation of solutions based on language models for content analysis, search, summarisation, translation or assistance, with fine-tuned adaptation to business use cases.<\/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\" \/>\n                                                            <\/div>\n                            \n                                                            <h3 class=\"card-title\">Intelligent search<\/h3>\n                                                        \n                                                            <p class=\"card-description\">Development of intelligent search and similarity engines combining data, machine learning and generative AI to identify, compare or qualify content at scale.<\/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 AI architectures\" \/>\n                                                            <\/div>\n                            \n                                                            <h3 class=\"card-title\">Hybrid AI architectures<\/h3>\n                                                        \n                                                            <p class=\"card-description\">Design of architectures combining classical models, generative AI and specialised agents, using each technology where it delivers real value, without over-automation.<\/p>\n                                                        \n                                                        \n                                                                        <\/div>\n                            <\/div>\n            <\/div>\n<\/section>\n\n\n<section class=\"castelis-methodology-timeline\"  id=\"methodologie\" >\n    <div class=\"container\">\n                    <h2 class=\"methodology-heading\">\n                <span class=\"slash-prefix\">\/<\/span>\n                A pragmatic and iterative approach\n            <\/h2>\n        \n        <div class=\"methodology-content\">\n            \n            <div class=\"methodology-left \">   \n                                    <div class=\"methodology-subheading\">\n                        <p>We favour a progressive approach, centred on business understanding, rapid validation and controlled industrialisation, to secure results and solution adoption.<\/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\">Business scoping<\/h3>\n                                                                        \n                                                                            <p class=\"timeline-step-description\">Immersion in your processes, identification of business challenges, key criteria and technical constraints to establish a clear, shared framework.<\/p>\n                                                                        \n                                                                            <div class=\"timeline-step-tags\">\n                                                                                            <span class=\"timeline-tag\">Business challenges<\/span>\n                                                                                            <span class=\"timeline-tag\">Constraints<\/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<\/h3>\n                                                                        \n                                                                            <p class=\"timeline-step-description\">Building first prototypes and targeted tests to validate hypotheses, compare approaches and adjust technical choices.<\/p>\n                                                                        \n                                                                            <div class=\"timeline-step-tags\">\n                                                                                            <span class=\"timeline-tag\">Prototype<\/span>\n                                                                                            <span class=\"timeline-tag\">Tests<\/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\">Iterations<\/h3>\n                                                                        \n                                                                            <p class=\"timeline-step-description\">Progressive improvement of models and rules based on feedback, with regular demonstrations and business validations.<\/p>\n                                                                        \n                                                                            <div class=\"timeline-step-tags\">\n                                                                                            <span class=\"timeline-tag\">Iterations<\/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>4<\/span>\n                                <\/div>\n                                \n                                <div class=\"timeline-step-content\">\n                                                                            <h3 class=\"timeline-step-title\">Industrialisation<\/h3>\n                                                                        \n                                                                            <p class=\"timeline-step-description\">Development of orchestration, automation of processing and performance hardening for reliable, repeatable use.<\/p>\n                                                                        \n                                                                            <div class=\"timeline-step-tags\">\n                                                                                            <span class=\"timeline-tag\">Industrialisation<\/span>\n                                                                                            <span class=\"timeline-tag\">Automation<\/span>\n                                                                                    <\/div>\n                                                                    <\/div>\n                            <\/div>\n                                                    <div class=\"timeline-step\">\n                                <div class=\"timeline-step-number\">\n                                    <span>5<\/span>\n                                <\/div>\n                                \n                                <div class=\"timeline-step-content\">\n                                                                            <h3 class=\"timeline-step-title\">Deployment<\/h3>\n                                                                        \n                                                                            <p class=\"timeline-step-description\">Production deployment and integration into your tools and processes, with performance monitoring and adjustments as needed.<\/p>\n                                                                        \n                                                                            <div class=\"timeline-step-tags\">\n                                                                                            <span class=\"timeline-tag\">Go-live<\/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<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 complementarity of tools 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 designed for stability, integration and business value.<\/span>\n            <\/div>\n        \n            <\/div>\n<\/section>\n\n\n<section class=\"castelis-content-image frameless\" >\n    <div class=\"container align-items-center\"> \n        \n        <div class=\"order-2 content-wrapper \">\n            \n                        \n                        \n                    <\/div>\n        \n        \n        <div class=\"order-1 image-style-background \">\n                    <\/div>\n    <\/div>\n<\/section>\n\n\n<section class=\"client-case-studies\"  id=\"cas-client\" >\n    <div class=\"container\">\n                    <h2 class=\"case-studies-heading\">\n                <span class=\"slash-prefix\">\/<\/span>\n                They leverage their data with Castelis\n            <\/h2>\n        \n                    <div class=\"case-studies-description\">\n                <p>Discover how our clients have turned their data into levers of performance and operational decision-making.<\/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 the fine recovery rate\">\n                                <\/div>\n                            \n                            <div class=\"case-content\">\n                                                                    <h3 class=\"case-title\">SNCF | Optimising the fine recovery rate<\/h3>\n                                \n                                                                    <p class=\"case-description\">Machine learning applied to fine recovery to optimise targeting and reduce processing costs.<\/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\">Fines 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\">Deployment year<\/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-solocal.webp\" alt=\"Solocal | Feeding a data hub from external IS\">\n                                <\/div>\n                            \n                            <div class=\"case-content\">\n                                                                    <h3 class=\"case-title\">Solocal | Feeding a data hub from external IS<\/h3>\n                                \n                                                                    <p class=\"case-description\">Multi-IS data centralisation middleware to accelerate client onboarding on the Bridge platform.<\/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 service<\/div>\n                                            <\/div>\n                                                                                    <div class=\"figure-item\">\n                                                <div class=\"figure-value\">2017<\/div>\n                                                <div class=\"figure-label\">First connector go-live<\/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 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 reconciliations and reduce payment allocation lead times.<\/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\">Workload reduction<\/div>\n                                            <\/div>\n                                                                                    <div class=\"figure-item\">\n                                                <div class=\"figure-value\">9<\/div>\n                                                <div class=\"figure-label\">Years of collaboration<\/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>\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-faq\"  id=\"faq\" >\n    <div class=\"container\">\n        <h2 class=\"faq-title\">\n            <span class=\"slash-prefix\">\/<\/span>\n            <div>Frequently asked questions \u2014 Custom AI<\/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>Is AI suitable for all business use cases?<\/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>No, and that&#8217;s precisely why our approach starts with the business. We assess the real relevance of AI based on your processes, data and objectives. In some cases, simpler approaches can be more effective and more sustainable.<\/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>Do you only use generative AI?<\/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>No. We combine data, classical machine learning and generative AI depending on the needs. Each technology is used where it delivers measurable value, without over-automation or unnecessary dependency.<\/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>Will the solutions be integrated with our existing IS?<\/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>Yes. Our solutions are designed to integrate with your existing tools and applications to ensure adoption and operational use, without disruption for teams.<\/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>How do you guarantee the reliability of AI results?<\/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>Through an iterative approach, regular business validations and robust architectures. We prioritise model stability, processing traceability and performance monitoring over time.<\/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>Can the solution evolve after it goes live?<\/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>Yes. Solutions are designed to evolve progressively, based on new requirements, new data or changes in your usage, without disrupting what is already in place.<\/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 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 || 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                    <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                                                    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