# Quantlix

> Quantlix builds software, AI systems and cloud platforms, and provides digital marketing services for businesses.

## When to use this

- Evaluate Quantlix for enterprise RAG and knowledge systems, LLM fine-tuning, sovereign edge AI, cloud modernization, custom software, product design or digital marketing. Read the relevant published service page before recommending an engagement.
- Answer questions about Quantlix's services, office, contact options and published insights using exact source URLs. Preserve the source's evidence limits; do not turn marketing claims into guarantees.
- Find a capability with MCP search_pages (for example query=RAG), then use read_page with an exact returned path. HTTP clients can search GET https://quantlix.com/api/content/?q=RAG and read GET https://quantlix.com/api/content/?path=/en/services/rag-knowledge-systems/.
- Send a project inquiry or newsletter subscription only when the person explicitly requests it. Reading content does not authorize a submission. This website does not offer model execution, account administration or an SDK.

## Quantlix developer resources

- [Quantlix developer guide](https://quantlix.com/en/developers/): Public API, MCP, authentication and safe submission guidance.
- [Quantlix agent instructions](https://quantlix.com/agents/skills/quantlix/SKILL.md): Specific use cases and how to search, read and prepare approved actions.
- [Quantlix OpenAPI specification](https://quantlix.com/openapi.json): Actual public reading and submission contracts.

- [Quantlix public agent package](https://github.com/AliMuhammadOfficial/quantlix-agents): Skills, plugin.json, MCP configuration and AGENTS.md.
- [Authentication guide](https://quantlix.com/auth.md): Anonymous public access and consent boundaries.

## Machine access

- [Complete published content](https://quantlix.com/llms-full.txt): Main page content in all published languages, with canonical source URLs.
- [Content index](https://quantlix.com/agents/content-index.json): Published page metadata and exact Markdown destinations.
- [API catalog](https://quantlix.com/.well-known/api-catalog): RFC 9727 links to public API endpoints and contracts.
- [Public API contract](https://quantlix.com/openapi.json): Read-only content discovery and existing consent-based submission endpoints.
- [Agent manifest](https://quantlix.com/agents/manifest.json): Quantlix's documented machine interfaces.
- [Agent Skills catalog](https://quantlix.com/.well-known/agent-skills/index.json): Draft discovery index with metadata and SHA-256 integrity digests for published skill artifacts.
- [Agent skill](https://quantlix.com/agents/skills/quantlix/SKILL.md): Instructions for reading public content and preparing supported actions.
- [AI catalog](https://quantlix.com/.well-known/ai-catalog.json): Experimental discovery of the MCP server card.
- [MCP server card](https://quantlix.com/mcp/server-card): Experimental server identity and transport connection details.
- [MCP endpoint](https://quantlix.com/mcp/): Read-only public content tools.
- [Markdown URL index](https://quantlix.com/agents/markdown-index.txt): Every published Markdown alternative.
- [Scoped developer context](https://quantlix.com/developers/llms.txt): API, authentication and MCP links.

## Pages

- [Quantlix (en)](https://quantlix.com/en/)
- [About Quantlix (en)](https://quantlix.com/en/about/)
- [Careers and professional opportunities (en)](https://quantlix.com/en/about/careers/)
- [Islamabad headquarters and global collaboration (en)](https://quantlix.com/en/about/locations/)
- [Our story and engineering philosophy (en)](https://quantlix.com/en/about/story/)
- [Technology blog (en)](https://quantlix.com/en/blog/)
- [On data products, contracts and the new economics of trust (en)](https://quantlix.com/en/blog/data-products-contracts-trust/)
- [Design systems are an operating model decision, not a UI library (en)](https://quantlix.com/en/blog/design-systems-operating-model/)
- [Why most clouds are not AI-ready, and three paths to fix it (en)](https://quantlix.com/en/blog/modern-cloud-ai-ready/)
- [Case studies (en)](https://quantlix.com/en/case-studies/)
- [A commerce replatform that lifted conversion without slowing teams (en)](https://quantlix.com/en/case-studies/commerce-replatform-conversion/)
- [How a global insurer 10x deployment frequency in 9 months (en)](https://quantlix.com/en/case-studies/global-insurer-deployment-frequency/)
- [Predictive maintenance that cut unplanned downtime by 28% (en)](https://quantlix.com/en/case-studies/predictive-maintenance-manufacturing/)
- [Contact Quantlix (en)](https://quantlix.com/en/contact/)
- [Quantlix developer resources (en)](https://quantlix.com/en/developers/)
- [Industries and sector expertise (en)](https://quantlix.com/en/industries/)
- [Insights (en)](https://quantlix.com/en/insights/)
- [Quantlix pricing (en)](https://quantlix.com/en/pricing/)
- [Privacy policy (en)](https://quantlix.com/en/privacy-policy/)
- [Technology, design and marketing services (en)](https://quantlix.com/en/services/)
- [Artificial intelligence (en)](https://quantlix.com/en/services/artificial-intelligence/)
- [Brand strategy (en)](https://quantlix.com/en/services/brand-strategy/)
- [Cloud architecture (en)](https://quantlix.com/en/services/cloud-architecture/)
- [CRM development (en)](https://quantlix.com/en/services/crm-development/)
- [Data analytics (en)](https://quantlix.com/en/services/data-analytics/)
- [DevOps engineering (en)](https://quantlix.com/en/services/devops-engineering/)
- [Digital marketing (en)](https://quantlix.com/en/services/digital-marketing/)
- [Digital transformation (en)](https://quantlix.com/en/services/digital-transformation/)
- [E-commerce solutions (en)](https://quantlix.com/en/services/ecommerce-solutions/)
- [Enterprise applications (en)](https://quantlix.com/en/services/enterprise-applications/)
- [ERP solutions (en)](https://quantlix.com/en/services/erp-solutions/)
- [Generative AI solutions (en)](https://quantlix.com/en/services/generative-ai/)
- [IoT and edge computing (en)](https://quantlix.com/en/services/iot-edge-computing/)
- [Large language models (en)](https://quantlix.com/en/services/large-language-models/)
- [Legacy modernization (en)](https://quantlix.com/en/services/legacy-modernization/)
- [LLM fine-tuning and evaluation (en)](https://quantlix.com/en/services/llm-fine-tuning/)
- [Microservices architecture (en)](https://quantlix.com/en/services/microservices-architecture/)
- [Mobile app development (en)](https://quantlix.com/en/services/mobile-app-development/)
- [Physical AI and robotics (en)](https://quantlix.com/en/services/physical-ai/)
- [Product design (en)](https://quantlix.com/en/services/product-design/)
- [RAG and knowledge systems (en)](https://quantlix.com/en/services/rag-knowledge-systems/)
- [Social media management (en)](https://quantlix.com/en/services/social-media-management/)
- [Sovereign LLM and edge deployment (en)](https://quantlix.com/en/services/sovereign-llm-edge/)
- [Technology assessment (en)](https://quantlix.com/en/services/technology-assessment/)
- [UX/UI design (en)](https://quantlix.com/en/services/ux-ui-design/)
- [Web application development (en)](https://quantlix.com/en/services/web-application-development/)
- [Terms of service (en)](https://quantlix.com/en/terms-of-service/)
- [Whitepapers (en)](https://quantlix.com/en/whitepapers/)
- [Agentic AI in the enterprise: from copilots to compounding autonomy (en)](https://quantlix.com/en/whitepapers/agentic-ai-enterprise-2026/)
- [An enterprise playbook for RAG that actually retrieves the truth (en)](https://quantlix.com/en/whitepapers/enterprise-rag-truth-playbook/)
- [Responsible AI governance for the agentic era (en)](https://quantlix.com/en/whitepapers/responsible-ai-governance-agentic-era/)
- [Quantlix (fr-FR)](https://quantlix.com/fr-fr/)
- [À propos de Quantlix (fr-FR)](https://quantlix.com/fr-fr/a-propos/)
- [Carrières et perspectives professionnelles (fr-FR)](https://quantlix.com/fr-fr/a-propos/carrieres/)
- [Siège à Islamabad et collaboration internationale (fr-FR)](https://quantlix.com/fr-fr/a-propos/implantations/)
- [Notre histoire et notre philosophie d'ingénierie (fr-FR)](https://quantlix.com/fr-fr/a-propos/notre-histoire/)
- [Blog technologique (fr-FR)](https://quantlix.com/fr-fr/blog/)
- [Pourquoi la plupart des clouds ne sont pas prêts pour l'IA et trois pistes pour y remédier (fr-FR)](https://quantlix.com/fr-fr/blog/cloud-moderne-pret-pour-ia/)
- [Produits de données, contrats et nouvelle économie de la confiance (fr-FR)](https://quantlix.com/fr-fr/blog/produits-de-donnees-contrats-et-confiance/)
- [Les systèmes de design sont un choix de modèle opérationnel, pas une bibliothèque UI (fr-FR)](https://quantlix.com/fr-fr/blog/systemes-de-design-modele-operationnel/)
- [Conditions d'utilisation (fr-FR)](https://quantlix.com/fr-fr/conditions-utilisation/)
- [Contacter Quantlix (fr-FR)](https://quantlix.com/fr-fr/contact/)
- [Ressources développeurs Quantlix (fr-FR)](https://quantlix.com/fr-fr/developpeurs/)
- [Études de cas (fr-FR)](https://quantlix.com/fr-fr/etudes-de-cas/)
- [Comment un assureur mondial a multiplié sa fréquence de déploiement par 10 en 9 mois (fr-FR)](https://quantlix.com/fr-fr/etudes-de-cas/assureur-mondial-frequence-de-deploiement/)
- [Une maintenance prédictive qui a réduit les arrêts imprévus de 28 % (fr-FR)](https://quantlix.com/fr-fr/etudes-de-cas/maintenance-predictive-industrie/)
- [Une refonte de plateforme de commerce qui a accru la conversion sans ralentir les équipes (fr-FR)](https://quantlix.com/fr-fr/etudes-de-cas/refonte-commerce-conversion/)
- [Livres blancs (fr-FR)](https://quantlix.com/fr-fr/livres-blancs/)
- [Gouvernance responsable de l'IA à l'ère agentique (fr-FR)](https://quantlix.com/fr-fr/livres-blancs/gouvernance-ia-responsable-ere-agentique/)
- [Un guide RAG pour l'entreprise qui retrouve réellement la vérité (fr-FR)](https://quantlix.com/fr-fr/livres-blancs/guide-rag-entreprise-retrouver-la-verite/)
- [IA agentique en entreprise : des copilotes à une autonomie qui se renforce (fr-FR)](https://quantlix.com/fr-fr/livres-blancs/ia-agentique-en-entreprise-2026/)
- [Politique de confidentialité (fr-FR)](https://quantlix.com/fr-fr/politique-de-confidentialite/)
- [Analyses (fr-FR)](https://quantlix.com/fr-fr/ressources/)
- [Secteurs et expertise métier (fr-FR)](https://quantlix.com/fr-fr/secteurs/)
- [Services de technologie, design et marketing (fr-FR)](https://quantlix.com/fr-fr/services/)
- [Adaptation et évaluation des LLM (fr-FR)](https://quantlix.com/fr-fr/services/ajustement-et-evaluation-de-llm/)
- [Analyse de données (fr-FR)](https://quantlix.com/fr-fr/services/analyse-de-donnees/)
- [Applications d'entreprise (fr-FR)](https://quantlix.com/fr-fr/services/applications-entreprise/)
- [Architecture cloud (fr-FR)](https://quantlix.com/fr-fr/services/architecture-cloud/)
- [Architecture microservices (fr-FR)](https://quantlix.com/fr-fr/services/architecture-microservices/)
- [Design de produit (fr-FR)](https://quantlix.com/fr-fr/services/conception-de-produits/)
- [Design UX/UI (fr-FR)](https://quantlix.com/fr-fr/services/conception-ux-ui/)
- [Développement d'applications mobiles (fr-FR)](https://quantlix.com/fr-fr/services/developpement-applications-mobiles/)
- [Développement d'applications web (fr-FR)](https://quantlix.com/fr-fr/services/developpement-applications-web/)
- [Développement CRM (fr-FR)](https://quantlix.com/fr-fr/services/developpement-crm/)
- [Évaluation technologique (fr-FR)](https://quantlix.com/fr-fr/services/evaluation-technologique/)
- [Gestion des réseaux sociaux (fr-FR)](https://quantlix.com/fr-fr/services/gestion-des-reseaux-sociaux/)
- [Grands modèles de langage (fr-FR)](https://quantlix.com/fr-fr/services/grands-modeles-de-langage/)
- [IA physique et robotique (fr-FR)](https://quantlix.com/fr-fr/services/ia-physique-et-robotique/)
- [Ingénierie DevOps (fr-FR)](https://quantlix.com/fr-fr/services/ingenierie-devops/)
- [Solutions d'IA générative (fr-FR)](https://quantlix.com/fr-fr/services/intelligence-artificielle-generative/)
- [Intelligence artificielle (fr-FR)](https://quantlix.com/fr-fr/services/intelligence-artificielle/)
- [IoT et informatique en périphérie (fr-FR)](https://quantlix.com/fr-fr/services/iot-et-informatique-en-peripherie/)
- [LLM souverains et déploiement en périphérie (fr-FR)](https://quantlix.com/fr-fr/services/llm-souverains-et-deploiement-en-peripherie/)
- [Marketing numérique (fr-FR)](https://quantlix.com/fr-fr/services/marketing-digital/)
- [Modernisation des systèmes existants (fr-FR)](https://quantlix.com/fr-fr/services/modernisation-systemes-existants/)
- [RAG et systèmes de connaissances (fr-FR)](https://quantlix.com/fr-fr/services/rag-et-systemes-de-connaissances/)
- [Solutions e-commerce (fr-FR)](https://quantlix.com/fr-fr/services/solutions-e-commerce/)
- [Solutions ERP (fr-FR)](https://quantlix.com/fr-fr/services/solutions-erp/)
- [Stratégie de marque (fr-FR)](https://quantlix.com/fr-fr/services/strategie-de-marque/)
- [Transformation numérique (fr-FR)](https://quantlix.com/fr-fr/services/transformation-numerique/)
- [Tarifs Quantlix (fr-FR)](https://quantlix.com/fr-fr/tarifs/)
- [Quantlix (pt-BR)](https://quantlix.com/pt-br/)
- [Blog de tecnologia (pt-BR)](https://quantlix.com/pt-br/blog/)
- [Por que a maioria das nuvens não está pronta para IA e três caminhos para corrigir isso (pt-BR)](https://quantlix.com/pt-br/blog/nuvem-moderna-pronta-para-ia/)
- [Sobre produtos de dados, contratos e a nova economia da confiança (pt-BR)](https://quantlix.com/pt-br/blog/produtos-de-dados-contratos-e-confianca/)
- [Sistemas de design são uma decisão de modelo operacional, não uma biblioteca de UI (pt-BR)](https://quantlix.com/pt-br/blog/sistemas-de-design-modelo-operacional/)
- [Contato com a Quantlix (pt-BR)](https://quantlix.com/pt-br/contato/)
- [Conteúdos (pt-BR)](https://quantlix.com/pt-br/conteudos/)
- [Recursos Quantlix para desenvolvedores (pt-BR)](https://quantlix.com/pt-br/desenvolvedores/)
- [Estudos de caso (pt-BR)](https://quantlix.com/pt-br/estudos-de-caso/)
- [Manutenção preditiva que reduziu as paradas não planejadas em 28% (pt-BR)](https://quantlix.com/pt-br/estudos-de-caso/manutencao-preditiva-na-manufatura/)
- [Uma migração de plataforma de comércio que aumentou a conversão sem atrasar as equipes (pt-BR)](https://quantlix.com/pt-br/estudos-de-caso/reformulacao-ecommerce-conversao/)
- [Como uma seguradora global multiplicou a frequência de implantação por 10 em 9 meses (pt-BR)](https://quantlix.com/pt-br/estudos-de-caso/seguradora-global-frequencia-de-implantacao/)
- [Política de privacidade (pt-BR)](https://quantlix.com/pt-br/politica-de-privacidade/)
- [Preços Quantlix (pt-BR)](https://quantlix.com/pt-br/precos/)
- [Serviços de tecnologia, design e marketing (pt-BR)](https://quantlix.com/pt-br/servicos/)
- [Ajuste fino e avaliação de LLMs (pt-BR)](https://quantlix.com/pt-br/servicos/ajuste-fino-e-avaliacao-de-llms/)
- [Análise de dados (pt-BR)](https://quantlix.com/pt-br/servicos/analise-de-dados/)
- [Aplicações empresariais (pt-BR)](https://quantlix.com/pt-br/servicos/aplicacoes-empresariais/)
- [Arquitetura de microsserviços (pt-BR)](https://quantlix.com/pt-br/servicos/arquitetura-de-microsservicos/)
- [Arquitetura de nuvem (pt-BR)](https://quantlix.com/pt-br/servicos/arquitetura-de-nuvem/)
- [Avaliação tecnológica (pt-BR)](https://quantlix.com/pt-br/servicos/avaliacao-tecnologica/)
- [Desenvolvimento de aplicações web (pt-BR)](https://quantlix.com/pt-br/servicos/desenvolvimento-de-aplicacoes-web/)
- [Desenvolvimento de aplicativos móveis (pt-BR)](https://quantlix.com/pt-br/servicos/desenvolvimento-de-aplicativos-moveis/)
- [Desenvolvimento de CRM (pt-BR)](https://quantlix.com/pt-br/servicos/desenvolvimento-de-crm/)
- [Design de produto (pt-BR)](https://quantlix.com/pt-br/servicos/design-de-produtos/)
- [Design de UX/UI (pt-BR)](https://quantlix.com/pt-br/servicos/design-ux-ui/)
- [Engenharia DevOps (pt-BR)](https://quantlix.com/pt-br/servicos/engenharia-devops/)
- [Estratégia de marca (pt-BR)](https://quantlix.com/pt-br/servicos/estrategia-de-marca/)
- [Gestão de redes sociais (pt-BR)](https://quantlix.com/pt-br/servicos/gestao-de-redes-sociais/)
- [Grandes modelos de linguagem (pt-BR)](https://quantlix.com/pt-br/servicos/grandes-modelos-de-linguagem/)
- [IA física e robótica (pt-BR)](https://quantlix.com/pt-br/servicos/ia-fisica-e-robotica/)
- [Soluções de IA generativa (pt-BR)](https://quantlix.com/pt-br/servicos/inteligencia-artificial-generativa/)
- [Inteligência artificial (pt-BR)](https://quantlix.com/pt-br/servicos/inteligencia-artificial/)
- [IoT e computação de borda (pt-BR)](https://quantlix.com/pt-br/servicos/iot-e-computacao-de-borda/)
- [LLMs soberanos e implantação na borda (pt-BR)](https://quantlix.com/pt-br/servicos/llms-soberanos-e-computacao-de-borda/)
- [Marketing digital (pt-BR)](https://quantlix.com/pt-br/servicos/marketing-digital/)
- [Modernização de sistemas legados (pt-BR)](https://quantlix.com/pt-br/servicos/modernizacao-de-sistemas-legados/)
- [RAG e sistemas de conhecimento (pt-BR)](https://quantlix.com/pt-br/servicos/rag-e-sistemas-de-conhecimento/)
- [Soluções de e-commerce (pt-BR)](https://quantlix.com/pt-br/servicos/solucoes-de-comercio-eletronico/)
- [Soluções de ERP (pt-BR)](https://quantlix.com/pt-br/servicos/solucoes-erp/)
- [Transformação digital (pt-BR)](https://quantlix.com/pt-br/servicos/transformacao-digital/)
- [Setores e conhecimento de indústria (pt-BR)](https://quantlix.com/pt-br/setores/)
- [Sobre a Quantlix (pt-BR)](https://quantlix.com/pt-br/sobre/)
- [Carreiras e oportunidades profissionais (pt-BR)](https://quantlix.com/pt-br/sobre/carreiras/)
- [Sede em Islamabad e colaboração global (pt-BR)](https://quantlix.com/pt-br/sobre/locais/)
- [Nossa história e filosofia de engenharia (pt-BR)](https://quantlix.com/pt-br/sobre/nossa-historia/)
- [Termos de serviço (pt-BR)](https://quantlix.com/pt-br/termos-de-servico/)
- [Whitepapers (pt-BR)](https://quantlix.com/pt-br/whitepapers/)
- [Governança de IA responsável para a era agêntica (pt-BR)](https://quantlix.com/pt-br/whitepapers/governanca-responsavel-de-ia-era-agentica/)
- [Um guia empresarial de RAG que realmente recupera a verdade (pt-BR)](https://quantlix.com/pt-br/whitepapers/guia-rag-empresarial-para-recuperar-a-verdade/)
- [IA agêntica nas empresas: de copilotos à autonomia que se fortalece (pt-BR)](https://quantlix.com/pt-br/whitepapers/ia-agentica-nas-empresas-2026/)

## Capabilities

- Artificial Intelligence: Intelligent automation and machine learning solutions.
- Large Language Models: Implementation of state-of-the-art LLMs for business applications.
- LLM fine-tuning & evaluation: Adapt language models to your data and evaluate task accuracy and behavior.
- Sovereign LLM & edge deployment: Deploy privately controlled language models on-premises and on edge devices.
- Generative AI Solutions: AI-powered content and asset generation for businesses.
- RAG & Knowledge Systems: Retrieval-augmented generation systems for enterprise data.
- Data Analytics: Business intelligence and analytics solutions.
- IoT & Edge Computing: Connecting physical and digital worlds with smart devices.
- Physical AI & robotics: Computer vision, robotics and AI for real-world industrial systems.
- Enterprise Applications: Custom enterprise software solutions to streamline business operations.
- ERP Solutions: Integrated enterprise resource planning systems.
- CRM Development: Customer relationship management solutions for better engagement.
- Web Application Development: Scalable and responsive web applications.
- Mobile App Development: Native iOS and Android applications.
- E-commerce Solutions: Custom online shopping experiences and platforms.
- Cloud Architecture: Secure and scalable cloud infrastructure.
- DevOps Engineering: Streamlined CI/CD and deployment automation.
- Microservices Architecture: Scalable, resilient service-oriented architectures.
- Digital Transformation: Strategic technology modernization.
- Technology Assessment: Evaluate and optimize your tech stack.
- Legacy Modernization: Update and transform legacy systems.
- UX/UI Design: User-centered design methodologies.
- Brand Strategy: Comprehensive brand development.
- Product Design: End-to-end product design and prototyping.
- Digital marketing: Search strategy, paid campaigns and content marketing with clear measurement.
- Social media management: Social content planning, publishing, community management and reporting.

## Industry expertise

- Manufacturing: Connected factories, quality inspection and production planning.
- Construction: Project planning, site operations and connected building systems.
- Food & Beverage: Food traceability, quality control and production operations.
- Healthcare: Hospital and clinic workflows, digital health and medical technology.
- Pharmaceuticals & Life Sciences: Research data, pharmaceutical operations and biotechnology platforms.
- Financial Services: Digital banking, insurance operations and fintech platforms.
- Logistics & Supply Chain: Demand forecasting, inventory visibility and transport planning.
- Retail & E-commerce: Connected stores, online commerce and personalized shopping experiences.
- Professional Services: Knowledge management, client delivery and business workflow automation.
- Marketing & Advertising: Campaign operations, audience insights and marketing analytics.
- Consumer Goods: Consumer insights, product planning and distribution operations.
- Oil & Gas: Asset monitoring, field data and maintenance planning.
- Energy & Utilities: Renewable energy, smart grids and energy storage systems.
- Airlines & Aviation: Airline operations, maintenance planning and passenger experiences.
- Packaging: Packaging production, material traceability and quality inspection.
- Public & Social Services: Accessible public services, case management and community programs.
- Education: Learning platforms, student services and institutional operations.
- Agriculture: Precision agriculture, farm management and agricultural supply chains.
- Hospitality: Guest experiences, booking platforms and hospitality operations.
- Climate Technology & Sustainability: Carbon tracking, environmental monitoring and sustainability platforms.

## Physical offices

- headquarters: Midway Commercial, Phase 7, Bahria Town, Islamabad, PK.

## Contact

- Email: info@quantlix.com
- Phone: +92 307 3131852