--- title: "Industrial AI and software services | Quantlix" description: "Explore industrial AI, long-running agents, connected operations and company knowledge systems. Scope software, evaluation and deployment with Quantlix." canonical: "https://quantlix.com/en/services/" last-updated: 2026-10-09 --- Source: https://quantlix.com/en/services/ Language: en Description: Explore industrial AI, long-running agents, connected operations and company knowledge systems. Scope software, evaluation and deployment with Quantlix. # Industrial AI and software, built around your operation. We connect machines, sensors, software and the people doing the work. Explore services for a defined workflow, from discovery and integration to evaluation and the agreed deployment. [Explore our services](https://quantlix.com/en/services/#service-catalogue) [Discuss your project](https://quantlix.com/en/contact/) ![Two people discussing a design beside a laptop](https://quantlix.com/_astro/product-design.CXDIUmYf_sJOoH.webp) ## Services for the work ahead. ### Advanced Technologies - #### [Artificial intelligence](https://quantlix.com/en/services/artificial-intelligence/) Industrial AI for inspection, maintenance and operational decision support. Quantlix scopes data, integration, evaluation and human review around one workflow. - #### [Large language models](https://quantlix.com/en/services/large-language-models/) LLM applications and long-running agents integrated into operational software, with persistent state, authorized actions, evaluation and recovery design. - #### [LLM fine-tuning and evaluation](https://quantlix.com/en/services/llm-fine-tuning/) Quantlix adapts language models to task-specific examples and evaluates whether fine-tuning improves behavior, consistency and practical task performance. - #### [Sovereign LLM and edge deployment](https://quantlix.com/en/services/sovereign-llm-edge/) Quantlix designs privately controlled language-model deployments for on-premises and edge environments, balancing data control, hardware limits and operational responsibility. - #### [Generative AI solutions](https://quantlix.com/en/services/generative-ai/) Quantlix builds generative AI workflows for drafting content and creating assets, with brand guidance, review controls and integration into publishing processes. - #### [RAG and knowledge systems](https://quantlix.com/en/services/rag-knowledge-systems/) Company knowledge systems and RAG with approved sources, permission-aware retrieval, cited answers and evaluation. Scope source ownership and maintenance. - #### [Data analytics](https://quantlix.com/en/services/data-analytics/) Quantlix builds analytics pipelines and business intelligence tools that turn operational data into defined metrics, useful reports and decision support. - #### [IoT and edge computing](https://quantlix.com/en/services/iot-edge-computing/) Connect machines, sensors and business software with assessed IoT and edge integrations. Define data meaning, connectivity, permitted actions and recovery. - #### [Physical AI and robotics](https://quantlix.com/en/services/physical-ai/) Quantlix develops computer vision and AI integrations for real-world industrial systems, connecting perception, controlled actions and operational review. ### Enterprise Software - #### [Enterprise applications](https://quantlix.com/en/services/enterprise-applications/) Quantlix designs and builds enterprise applications for internal workflows, business rules and system integration, with clear access controls and maintainable architecture. - #### [ERP solutions](https://quantlix.com/en/services/erp-solutions/) Quantlix develops and integrates ERP solutions that connect operational records, business processes and reporting across enterprise functions. - #### [CRM development](https://quantlix.com/en/services/crm-development/) Quantlix develops CRM solutions that connect customer records, sales processes and service workflows, with clear ownership and integration into existing systems. ### Web & Mobile - #### [Web application development](https://quantlix.com/en/services/web-application-development/) Quantlix designs and builds web applications with responsive interfaces, business logic and system integrations, balancing accessibility, performance and maintainability. - #### [Mobile app development](https://quantlix.com/en/services/mobile-app-development/) Quantlix builds mobile applications for iOS and Android, connecting device capabilities and business services through clear, accessible mobile experiences. - #### [E-commerce solutions](https://quantlix.com/en/services/ecommerce-solutions/) Quantlix develops online storefronts and commerce integrations, connecting product discovery, checkout and order operations into a coherent shopping experience. ### Cloud & DevOps - #### [Cloud architecture](https://quantlix.com/en/services/cloud-architecture/) Quantlix designs cloud infrastructure around workload requirements, security boundaries, operational visibility and cost, with an explicit path for deployment and recovery. - #### [DevOps engineering](https://quantlix.com/en/services/devops-engineering/) Quantlix develops delivery pipelines, infrastructure automation and observability so teams can release software through repeatable, reviewable operational processes. - #### [Microservices architecture](https://quantlix.com/en/services/microservices-architecture/) Quantlix designs service boundaries and integrations for applications that need independent deployment or scaling, with clear data ownership and operational contracts. ### Consulting - #### [Digital transformation](https://quantlix.com/en/services/digital-transformation/) Quantlix helps organizations connect technology strategy, process improvement and implementation into a practical roadmap for changing how work gets done. - #### [Technology assessment](https://quantlix.com/en/services/technology-assessment/) Assess operational workflows, data, integrations and AI readiness. Quantlix helps define a bounded Proving Ground and evidence for the next investment decision. - #### [Legacy modernization](https://quantlix.com/en/services/legacy-modernization/) Quantlix modernizes existing systems through targeted changes, integration and staged migration, preserving essential business behavior while addressing technical constraints. ### Experience Design - #### [UX/UI design](https://quantlix.com/en/services/ux-ui-design/) Quantlix designs digital experiences through user research, interaction design and visual systems, connecting understandable interfaces to real user tasks. - #### [Brand strategy](https://quantlix.com/en/services/brand-strategy/) Quantlix develops brand positioning, messaging and visual direction that connect an organization's identity to its audiences and digital experiences. - #### [Product design](https://quantlix.com/en/services/product-design/) Quantlix designs digital products from problem framing through prototypes and implementation guidance, aligning user value, business goals and technical feasibility. ### Marketing & growth - #### [Digital marketing](https://quantlix.com/en/services/digital-marketing/) Quantlix develops search strategy, paid campaigns and content marketing with measurement tied to qualified enquiries, audience needs and business priorities. - #### [Social media management](https://quantlix.com/en/services/social-media-management/) Quantlix supports social content planning, publishing, community management and reporting, with an agreed brand voice and clear approval responsibilities. ## Choose a starting point in your operation Quantlix designs and builds industrial AI, intelligent software, and connected operational systems. Manufacturing is our anchor. We also enjoy work in construction, food and beverage, energy and utilities, oil and gas, climate technology and sustainability, and agriculture. These are areas of interest, not claims of completed engagements in every sector. ### Work continues across events and shifts Industrial automation connects machines, sensors, and software. Long-running agents preserve task state, wait for events or approvals, and carry out authorized work. Scope recovery, monitoring, and human takeover alongside the useful action. [Explore language models and agent engineering](https://quantlix.com/en/services/large-language-models/) ### Knowledge is difficult to find or trust A company knowledge system organizes approved sources, document ownership, and access. Retrieval-augmented generation can prepare answers with references. Evaluate which questions remain unanswered and who keeps the knowledge current. [Explore RAG and company knowledge systems](https://quantlix.com/en/services/rag-knowledge-systems/) ### Equipment and business systems are disconnected Connect equipment events to production and business records through assessed interfaces. IoT and edge applications can help where connectivity or response time matters. Read access and authority to send commands are separate scope decisions. [Explore connected operations and edge engineering](https://quantlix.com/en/services/iot-edge-computing/) ### An AI pilot needs a route into daily use Review data access, integrations, evaluation coverage, deployment, and operating responsibilities. The next step may be better foundations, a narrower role, or a production build. Choose it from evidence about the actual workflow. [Explore a technology assessment](https://quantlix.com/en/services/technology-assessment/) ## How an engagement takes shape A very small POD combines an expert in the specific domain with engineers selected for relevant industry experience. The POD learns the working day with the people responsible for the outcome, including the exceptions and interruptions that a demonstration can overlook. A Proving Ground can focus on one workflow: establish a baseline, build within an agreed boundary, and evaluate behavior before deciding what comes next. Agree the available data, integrations, permitted actions, deliverables, and acceptance criteria. A prototype and a production release require different readiness evidence. Timing, pricing, ownership, hosting, and support follow the assessed scope and engagement agreement. Cloud, private, on-premise, hybrid, and edge arrangements can be considered. Bring one workflow, representative records you may share, and the person who understands it. Supporting software, design, and marketing services remain available for separately agreed needs. ### Practical guides for the next decision - [How to choose an industrial AI partner](https://quantlix.com/en/blog/choose-industrial-ai-partner/) - [RAG, fine-tuning, or workflow automation?](https://quantlix.com/en/blog/rag-fine-tuning-workflow-automation/) - [A readiness checklist for long-running AI agents](https://quantlix.com/en/blog/long-running-ai-agent-readiness/) ## Start with the problem you want to solve. Tell us about your goals, existing systems and constraints. We can help define a practical scope and the services it needs. [Discuss your project](https://quantlix.com/en/contact/)