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A single technology platform covers both ad-hoc diagnostic runs and long-term observation strategies — adapting to the operator’s well architecture and surveillance plan.",{"id":444,"title":445,"icon":446,"hueColor":115,"description":447},75,"Production & CO₂ Wells","water_drop","Multi-purpose application across oil and gas producers, water injectors, and CO₂ injection wells. Supports the energy industry’s shift toward CCS (Carbon Capture and Storage) by providing the same trusted inflow data for storage assurance and conformance monitoring.",{"id":22,"title":449,"icon":52,"hueColor":53,"description":450},"Cloud-Based Reporting","Cloud software platform that processes downhole measurements into real-time inflow reports accessible to reservoir engineers and asset teams. 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It centralises documentation, audit trails, and certification management in one secure workspace — with AI-driven insights that surface gaps and keep teams audit-ready across ISO 27001, GDPR, and NIS2.",[477,480,483,488],{"id":331,"title":478,"icon":333,"hueColor":48,"description":479},"AI / LLM","Automatic gap detection, smart compliance recommendations, and continuous risk assessment powered by large language models — surfacing issues before they become audit findings.",{"id":22,"title":481,"icon":52,"hueColor":53,"description":482},"Cloud SaaS","Scalable, multi-tenant infrastructure with enterprise-grade security and 99.9% uptime — built for SaaS organisations operating under ISO 27001, GDPR, and NIS2.",{"id":484,"title":485,"icon":486,"hueColor":30,"description":487},83,"TypeScript","code","Fully type-safe codebase across frontend and backend, ensuring reliability and long-term maintainability of the compliance domain model.",{"id":489,"title":490,"icon":491,"hueColor":42,"description":492},84,"Power BI Integration","insights","Seamless connection to Power BI for advanced compliance reporting and dashboards — delivering insights in the tools executives and auditors already use.",{"src":494,"srcType":10},"/media/projects/complai/main.webp",{},"/en/projects/8",{"title":461,"description":475},"en/projects/8","OGXs_xSw3XN1--KDfKGQ_3iZh6UcBsNLVoKX6JuAgrk",{"id":501,"title":502,"additionalClips":503,"body":512,"description":516,"expertise":517,"extension":55,"locale":56,"mainClip":540,"meta":541,"navigation":62,"path":542,"projectId":278,"seo":543,"stem":544,"__hash__":545},"projects/en/projects/9.md","Proxia - MES System for Production Management",[504,506,508,510],{"src":505,"srcType":10},"/media/projects/proxia/ProxiaTerminal1.webp",{"src":507,"srcType":10},"/media/projects/proxia/ProxiaTerminal2.webp",{"src":509,"srcType":10},"/media/projects/proxia/ProxiaTerminal3.webp",{"src":511,"srcType":10},"/media/projects/proxia/ProxiaTerminal4.webp",{"type":18,"value":513,"toc":514},[],{"title":21,"searchDepth":22,"depth":22,"links":515},[],"A flexible, multi-module MES system delivering a seamless workflow from ERP down to the shop floor. Planning, data acquisition, and analytics modules provide full control over production processes and efficiency metrics.",[518,523,528,531,534,537],{"id":519,"title":520,"icon":521,"hueColor":30,"description":522},91,"Modular MES Platform","precision_manufacturing","A multi-module MES system unifying production planning, shop-floor data acquisition, and efficiency analytics on a single platform. Seamless workflow from the ERP layer down to production stations — with real-time control over processes, quality, and order execution.",{"id":524,"title":525,"icon":526,"hueColor":53,"description":527},92,"Hybrid .NET Backend","memory","Hybrid architecture running .NET Framework 4.6 and .NET 8 side by side, enabling gradual modernization without service interruption. New modules leverage the performance and cloud capabilities of modern .NET while preserving compatibility with established components.",{"id":145,"title":529,"icon":147,"hueColor":226,"description":530},"Angular & Vue.js Frontend","User interface layer built with Angular and Vue.js, delivering modern, responsive applications for operators, planners, and management. A consistent UX tailored to each role — from shop-floor terminals to analytical dashboards.",{"id":383,"title":532,"icon":385,"hueColor":220,"description":533},"Heterogeneous Databases","Native support for Microsoft SQL Server and Oracle Database, providing deployment flexibility across diverse customer environments. Handles storage and processing of large production data volumes with query optimization tuned to each database engine.",{"id":45,"title":535,"icon":47,"hueColor":95,"description":536},"External Systems Integration","Extensive integration layer connecting Proxia with ERP, MES, SAP, COSCOM, and custom applications developed for specific business requirements. Bi-directional data exchange maintaining consistency across the entire customer production ecosystem.",{"id":283,"title":538,"icon":285,"hueColor":115,"description":539},"Observability & Messaging","Full observability of logs, metrics, and traces across the distributed environment, powered by OpenTelemetry, Grafana, Jaeger, Loki, and Prometheus. Asynchronous inter-component communication over RabbitMQ — delivering scalability, fault tolerance, and easier integration of independent modules.",{"src":511,"srcType":10},{},"/en/projects/9",{"title":502,"description":516},"en/projects/9","IKSfuw-k2MebgFjyFcHu7bwB1qrhtFoAsyYxvKHIi6M",[547,625,685,744,804,864,925,984,1045,1106],{"id":548,"title":549,"body":550,"description":21,"extension":55,"locale":56,"mainClip":554,"meta":556,"navigation":62,"path":557,"perspectives":558,"seo":622,"stem":623,"subjectId":64,"__hash__":624},"subjects/en/subjects/2.md","Cloud Computing",{"type":18,"value":551,"toc":552},[],{"title":21,"searchDepth":22,"depth":22,"links":553},[],{"src":555,"srcType":10},"/media/subjects/subject2.webp",{},"/en/subjects/2",[559,564,576,588,599,610],{"id":64,"title":560,"icon":52,"hueColor":561,"lead":562,"items":563},"Overview","30deg","The cloud isn't a revolution — it's an evolution we carry out step by step. We help manufacturing companies and SMEs migrate infrastructure and systems to the cloud without downtime or surprises. We work with AWS, Azure, and GCP, selecting the platform based on your needs, not our preferences.",[],{"id":22,"title":565,"icon":566,"hueColor":567,"lead":568,"items":569},"Business perspective","business_center","90deg","The cloud isn't an expense — it's an investment that pays off faster than you'd expect.",[570,571,572,573,574,575],"No more one-time spending on servers and licenses — OPEX model instead of CAPEX","Pay only for resources you actually use","Scale up or down without purchasing hardware","Enterprise-grade tools accessible for SMEs and manufacturing companies","Predictable monthly costs instead of unpredictable failures and replacements","We carry out migration without disrupting your day-to-day operations",{"id":145,"title":577,"icon":578,"hueColor":579,"lead":580,"items":581},"How implementation works","build","150deg","Cloud adoption is a project we plan together — step by step, with no surprises.",[582,583,584,585,586,587],"Infrastructure audit as the starting point of every project","Migration readiness assessment — what can move immediately, what needs refactoring","We set priorities: what migrates first, what stays on-premise, what runs in hybrid mode","Every stage tested before going live in production","Internal IT training on managing the new environment","Post-implementation documentation — you know how it works and how to maintain it",{"id":150,"title":589,"icon":486,"hueColor":214,"lead":590,"items":591},"Technical details","We match the cloud architecture to your systems — not the other way around.",[592,593,594,595,596,597,598],"We work with AWS, Azure, and GCP — platform selected based on requirements, not preference","Deployment models: IaaS / PaaS / SaaS / hybrid cloud / multi-cloud","OT/IT integration — SCADA, PLC, MES data securely to the cloud","Industrial protocols: MQTT, OPC-UA, AMQP","Architectural patterns: event-driven, microservices, serverless, API Gateway","Container orchestration: Kubernetes (AKS, EKS, GKE)","CI/CD pipeline, Infrastructure as Code (Terraform, Bicep)",{"id":383,"title":600,"icon":601,"hueColor":48,"lead":602,"items":603},"Security & compliance","security","Your data in the cloud is secure — as long as someone made sure of it.",[604,605,606,607,608,609],"GDPR — data processed exclusively in European regions","Encryption at rest (AES-256) and in transit (TLS 1.2/1.3)","Access control: RBAC, MFA, Privileged Identity Management","Security monitoring: SIEM, Azure Sentinel / AWS Security Hub","Automated backups with tested recovery process (RTO/RPO defined)","OT environments treated separately — different security zone than standard IT",{"id":402,"title":611,"icon":612,"hueColor":613,"lead":614,"items":615},"Use cases","lightbulb","330deg","The cloud works wherever you need scale, availability, and integration.",[616,617,618,619,620,621],"ERP migration to the cloud — 24/7 availability without your own data centre","IoT + cloud — real-time data from production machinery","Disaster Recovery — reducing recovery time from days to minutes","Cloud integration with ERP / MES / CRM — automated data flow","Central backup for distributed production infrastructure","Reporting platform: Power BI, Grafana, custom dashboards",{"title":549,"description":21},"en/subjects/2","7lTT1WSi7UpTUga1upbwsVd2llz0LsD2Jy1piVzfCCY",{"id":626,"title":627,"body":628,"description":21,"extension":55,"locale":56,"mainClip":632,"meta":634,"navigation":62,"path":635,"perspectives":636,"seo":682,"stem":683,"subjectId":22,"__hash__":684},"subjects/en/subjects/3.md","Industrial Process Analysis & Reporting",{"type":18,"value":629,"toc":630},[],{"title":21,"searchDepth":22,"depth":22,"links":631},[],{"src":633,"srcType":10},"/media/subjects/subject3.webp",{},"/en/subjects/3",[637,641,649,657,666,674],{"id":64,"title":560,"icon":638,"hueColor":561,"lead":639,"items":640},"factory","The data from your machines already exists — the question is whether anyone is reading it. We build systems that collect data from production lines in real time and turn it into clear reports and alerts. Decisions based on facts, not gut feeling — that's a difference you can see in OEE and costs.",[],{"id":22,"title":565,"icon":566,"hueColor":567,"lead":642,"items":643},"If you don't measure the process — you're not managing it, you're just reacting to failures.",[644,645,646,647,648],"Full visibility into production performance in real time — no waiting for shift reports","Rapid identification of downtime, bottlenecks, and quality losses","OEE as a key performance indicator — finally calculated automatically","Reduction of energy, material, and defect costs through analytical data","Line and shift benchmarking — objective data instead of subjective assessment",{"id":145,"title":577,"icon":578,"hueColor":579,"lead":650,"items":651},"We collect data from machines without stopping production — and turn it into actionable reports.",[652,653,654,655,656],"Integration with existing machines and controllers — no hardware replacement","Automatic shift and daily reports — zero manual data collection","Real-time alerts when a parameter goes out of range","Dashboards tailored to role: operator, foreman, production manager, board","Access via browser or mobile app — from the floor and the office",{"id":150,"title":589,"icon":486,"hueColor":214,"lead":658,"items":659},"From PLC to dashboard — we build the full stack for collecting and visualising production data.",[660,661,662,663,664,665],"Sources: PLC (Siemens S7, Allen-Bradley), SCADA, DCS, IoT sensors","Protocols: OPC-UA, OPC-DA, Modbus TCP/RTU, MQTT, PROFINET","Edge computing — processing data locally before sending to cloud or server","Historian / time-series database: OSIsoft PI, InfluxDB, TimescaleDB","Visualisation: Grafana, Power BI, custom web applications","Real-time OEE, MTBF, MTTR calculations",{"id":383,"title":600,"icon":601,"hueColor":48,"lead":667,"items":668},"Production data is the foundation for audits and certifications — it must be reliable and secured.",[669,670,671,672,673],"OEE tracking and traceability compliant with IATF 16949, ISO 9001","Historical data with full audit trail — who changed what and when","Energy consumption reporting compliant with ISO 50001","OT environment protection against unauthorised access","Compliance with NIS2 directive for industrial infrastructure operators",{"id":402,"title":611,"icon":612,"hueColor":613,"lead":675,"items":676},"Industrial analytics — where data turns into real savings.",[677,678,679,680,681],"Real-time OEE monitoring across multiple production lines simultaneously","Predictive maintenance — detecting anomalies before failures occur","Automatic shift report — eliminating manual timesheet completion","Tracking energy consumption per machine / line / department","Defect and failure cause analysis (Pareto, root cause analysis)",{"title":627,"description":21},"en/subjects/3","sleHU-tBojr3qlkQPmcOOmO2pa8EpY12h_mYRARCDkc",{"id":686,"title":687,"body":688,"description":21,"extension":55,"locale":56,"mainClip":692,"meta":694,"navigation":62,"path":695,"perspectives":696,"seo":741,"stem":742,"subjectId":145,"__hash__":743},"subjects/en/subjects/4.md","System Integration",{"type":18,"value":689,"toc":690},[],{"title":21,"searchDepth":22,"depth":22,"links":691},[],{"src":693,"srcType":10},"/media/subjects/subject4.webp",{},"/en/subjects/4",[697,700,708,716,725,733],{"id":64,"title":560,"icon":47,"hueColor":561,"lead":698,"items":699},"If your employees are manually re-entering data between systems — that's a signal something can be automated. We connect ERP, MES, CRM, and external systems so that data flows where it should — without delays and without manual effort. We integrate without replacing systems that are already working.",[],{"id":22,"title":565,"icon":566,"hueColor":567,"lead":701,"items":702},"Data silos and manual re-entry are a hidden cost that grows every month.",[703,704,705,706,707],"Eliminating manual data re-entry — no more double work","One consistent data picture across the organisation — no more conflicting reports","Faster processes: order, production, invoice without delays between systems","Integration without replacing systems — existing software gains new capabilities","Measurable return: time savings, fewer errors, faster customer service",{"id":145,"title":577,"icon":578,"hueColor":579,"lead":709,"items":710},"System integration is a project we plan carefully — one bad connection breaks everything.",[711,712,713,714,715],"Data flow mapping — what moves, from where, to where, and when","Test environment isolated from production — zero risk to current operations","Error handling and retry mechanisms — what happens when one system is unavailable","Real-time integration monitoring — alert when something stops working","Gradual go-live — pilot first, then full deployment",{"id":150,"title":589,"icon":486,"hueColor":214,"lead":717,"items":718},"We match the integration pattern to the systems' characteristics — not to technological trends.",[719,720,721,722,723,724],"REST API / GraphQL — synchronous data exchange between web systems","Message queuing: RabbitMQ, Azure Service Bus, AWS SQS — asynchronous, resilient communication","ESB / middleware: MuleSoft, WSO2, Azure Integration Services, Apache Camel","EDI (EDIFACT, X12) — integrations with trading partners and ERP systems","CDC (Change Data Capture), ETL pipelines for database integrations","Webhook and event-driven architecture — systems reacting to events in real time",{"id":383,"title":600,"icon":601,"hueColor":48,"lead":726,"items":727},"Data flowing between systems is the biggest risk vector — we must control it.",[728,729,730,731,732],"Data encryption in transit (TLS 1.2/1.3) at every stage of the flow","API authentication: OAuth 2.0, API keys, mTLS for critical connections","Logging of all data transfers — who sent what and when","GDPR: data minimisation — we transfer only what is necessary","Integration SLA — response time, availability, failover procedures",{"id":402,"title":611,"icon":612,"hueColor":613,"lead":734,"items":735},"When data stops waiting — processes start running on their own.",[736,737,738,739,740],"ERP ↔ eCommerce — automatic stock and order synchronisation","CRM ↔ ERP — service orders and invoices without manual re-entry","MES ↔ ERP — production data reaches planning without delays","Integration with trading partner EDI platforms (OEM, distributors)","WMS / TMS ↔ ERP — shipment tracking in one place",{"title":687,"description":21},"en/subjects/4","2-SLX-yJQzZvxZA6lhr8Jc9SaGKqVrMFbNuCaQgixy0",{"id":745,"title":746,"body":747,"description":21,"extension":55,"locale":56,"mainClip":751,"meta":754,"navigation":62,"path":755,"perspectives":756,"seo":801,"stem":802,"subjectId":150,"__hash__":803},"subjects/en/subjects/5.md","Web Applications",{"type":18,"value":748,"toc":749},[],{"title":21,"searchDepth":22,"depth":22,"links":750},[],{"src":752,"srcType":60,"previewSrc":753},"/media/subjects/subject5.mp4","/media/subjects/subject5-preview.webp",{},"/en/subjects/5",[757,760,768,776,785,793],{"id":64,"title":560,"icon":147,"hueColor":561,"lead":758,"items":759},"When off-the-shelf software can't keep up with your process — it's time for a dedicated web application. We build systems accessible from any browser: customer portals, internal tools, production dashboards. Iteratively, with your team in the loop — from requirements to deployment.",[],{"id":22,"title":565,"icon":566,"hueColor":567,"lead":761,"items":762},"A dedicated web application does exactly what you need — and nothing unnecessary.",[763,764,765,766,767],"Application tailored to your process — no paying for features you don't use","Accessible from any device with a browser — computer, tablet, phone","Integration with existing systems (ERP, CRM, databases)","Faster customer or employee service through adapted UX","SaaS model or own hosting — you choose what fits your company",{"id":145,"title":577,"icon":578,"hueColor":579,"lead":769,"items":770},"From requirements to deployment — we build applications iteratively, with your team in the loop.",[771,772,773,774,775],"Discovery workshops — collecting and analysing requirements before the first line of code","UI/UX prototype before implementation — you verify before spending money","Iterative implementation (Agile/Scrum) — see progress every 2 weeks","Environments: dev, staging, production — every change tested before deployment","Training for administrators and end users",{"id":150,"title":589,"icon":486,"hueColor":214,"lead":777,"items":778},"We select the technology stack based on application requirements — not a developer's CV.",[779,780,781,782,783,784],"Frontend: React, Vue.js, Angular, Next.js (SSR/SSG)","Backend: Node.js, .NET, Python (FastAPI, Django), Java Spring Boot","API: REST, GraphQL, WebSocket for real-time communication","Databases: PostgreSQL, MySQL, MongoDB, Redis (cache)","Hosting: Azure App Service, AWS, Kubernetes, VPS","CI/CD: GitHub Actions, Azure DevOps; accessibility WCAG 2.1 AA",{"id":383,"title":600,"icon":601,"hueColor":48,"lead":786,"items":787},"A web application processes user data — it must meet legal and technical requirements.",[788,789,790,791,792],"GDPR: consents, privacy policies, right to erasure implemented in code","Authentication: OAuth 2.0 / OpenID Connect, SSO, MFA","OWASP Top 10, penetration testing, security code review","HTTPS, HSTS, CSP headers — standard for a secure web application","Logging and auditing of user actions in the system",{"id":402,"title":611,"icon":612,"hueColor":613,"lead":794,"items":795},"From customer portals to advanced production tools.",[796,797,798,799,800],"Customer portal — order tracking, invoices, service history","Internal management system (workflows, approvals, documents)","Production dashboard accessible from a browser on the factory floor","Service request system and repair tracking","Online product configurator for B2B customers",{"title":746,"description":21},"en/subjects/5","5pzbHkf8-hLAlrITxa1WT5ibhBR365iROtUeGGEUrqs",{"id":805,"title":806,"body":807,"description":21,"extension":55,"locale":56,"mainClip":811,"meta":813,"navigation":62,"path":814,"perspectives":815,"seo":861,"stem":862,"subjectId":383,"__hash__":863},"subjects/en/subjects/6.md","Desktop Applications (PC)",{"type":18,"value":808,"toc":809},[],{"title":21,"searchDepth":22,"depth":22,"links":810},[],{"src":812,"srcType":10},"/media/subjects/subject6.webp",{},"/en/subjects/6",[816,820,828,836,845,853],{"id":64,"title":560,"icon":817,"hueColor":561,"lead":818,"items":819},"computer","Some tasks require direct hardware access, offline work, or higher performance than a browser can offer. We create desktop applications for Windows that integrate with machines, measurement cards, and company network infrastructure. A reliable tool instead of an over-engineered Excel spreadsheet.",[],{"id":22,"title":565,"icon":566,"hueColor":567,"lead":821,"items":822},"A desktop application when the browser isn't enough — performance, local access, and offline work.",[823,824,825,826,827],"Direct hardware access: COM ports, USB, measurement cards, label printers","Offline work — runs without internet, syncs data when connected","Higher performance for computational and graphical tasks than web apps","Integration with Windows infrastructure (Active Directory, network printers)","Dedicated tool instead of Excel spreadsheets — fewer errors, more control",{"id":145,"title":577,"icon":578,"hueColor":579,"lead":829,"items":830},"Deploying a desktop application covers not just code — but also distribution and updates.",[831,832,833,834,835],"Hardware and system requirements analysis (Windows 10/11)","UX adapted for large screen work and keyboard shortcuts","Installer (MSI/MSIX) ready for deployment via Group Policy or SCCM","Auto-update mechanism — users always have the current version","Testing on various hardware configurations and Windows versions",{"id":150,"title":589,"icon":486,"hueColor":214,"lead":837,"items":838},"Framework choice depends on requirements — performance, UI, and system integration.",[839,840,841,842,843,844],"WPF / WinForms / .NET MAUI — native Windows applications","Electron / Tauri — cross-platform based on web technologies","Qt (C++) — intensive data processing or industrial graphics","Hardware communication: SerialPort, HID, MODBUS, OPC-UA client","Local database: SQLite, LiteDB — offline data without a server","Backend synchronisation: REST API, SignalR, gRPC",{"id":383,"title":600,"icon":601,"hueColor":48,"lead":846,"items":847},"A desktop application has access to the local system — it requires particular attention to security.",[848,849,850,851,852],"Principle of least privilege — application doesn't require admin rights unnecessarily","Local data encryption (SQLite Encrypted, DPAPI)","Active Directory / Azure AD integration — single sign-on (SSO)","Code signing — no SmartScreen warnings for the user","User action audit log — Windows Event Log or custom register",{"id":402,"title":611,"icon":612,"hueColor":613,"lead":854,"items":855},"Where direct hardware contact and network-free work matter.",[856,857,858,859,860],"Software for quality control stations with camera and sensor support","Device configuration application (firmware flashing, parameterisation)","Measurement data collection system from acquisition cards (DAQ)","Offline production management tool for floors without stable WiFi","Label printing and barcode management application",{"title":806,"description":21},"en/subjects/6","NauI7Og5Y0ybxQhVY4L5psFysDjf56H07PovHqE10zk",{"id":865,"title":866,"body":867,"description":21,"extension":55,"locale":56,"mainClip":871,"meta":874,"navigation":62,"path":875,"perspectives":876,"seo":922,"stem":923,"subjectId":402,"__hash__":924},"subjects/en/subjects/7.md","Mobile Applications",{"type":18,"value":868,"toc":869},[],{"title":21,"searchDepth":22,"depth":22,"links":870},[],{"src":872,"srcType":60,"previewSrc":873},"/media/subjects/subject7.mp4","/media/subjects/subject7-preview.webp",{},"/en/subjects/7",[877,881,889,897,906,914],{"id":64,"title":560,"icon":878,"hueColor":561,"lead":879,"items":880},"phone_android","A field technician, a floor operator, a customer checking order status — everyone needs data at hand. We create applications for iOS and Android: cross-platform in one project, with offline mode and backend system integration. From MDM distribution to App Store publication.",[],{"id":22,"title":565,"icon":566,"hueColor":567,"lead":882,"items":883},"A mobile application is a work tool for field technicians and a channel for customers.",[884,885,886,887,888],"Field technicians with an app instead of paper work cards — faster and more accurate","24/7 customer service — requests, status, history through the app","Cross-platform (iOS + Android) in one project — budget savings","Push notifications — employees and customers always up to date","Differentiator in B2B tenders — your own app signals digital maturity",{"id":145,"title":577,"icon":578,"hueColor":579,"lead":890,"items":891},"Mobile app deployment covers the App Store, distribution, and device management.",[892,893,894,895,896],"UX workshops — mobile apps follow different rules than web apps","Internal distribution (MDM: Intune, Jamf) or public (App Store / Google Play)","Offline mode with synchronisation — works without signal on the floor or in the field","Testing on real iOS + Android devices, not just emulators","Support in the App Store and Google Play review process",{"id":150,"title":589,"icon":486,"hueColor":214,"lead":898,"items":899},"Cross-platform vs native — the choice depends on hardware and performance requirements.",[900,901,902,903,904,905],"React Native — cross-platform, one codebase for iOS and Android","Flutter (Dart) — high UI performance, consistent appearance on both platforms","Swift / Kotlin — native when max performance or deep OS integration is required","Hardware: BLE, NFC, GPS, camera (QR, OCR, AR), biometrics","Local database: SQLite, Realm — offline data without a server","Secure storage: Keychain (iOS), Keystore (Android) for tokens",{"id":383,"title":600,"icon":601,"hueColor":48,"lead":907,"items":908},"An application on a user's phone carries special responsibility for personal data.",[909,910,911,912,913],"GDPR: data processing consents, privacy policy required in App Store","Permission minimisation — only permissions the app actually uses","Local data encryption (Keychain / Keystore)","Certificate pinning — protection against man-in-the-middle attacks","MDM — remote management and wipe of company devices",{"id":402,"title":611,"icon":612,"hueColor":613,"lead":915,"items":916},"From field service support to camera-based quality control.",[917,918,919,920,921],"Field technician app — work orders, protocols, photos, customer signature","QR/barcode scanning — goods receipt, inventory management","Mobile CRM — customer visit, quote, notes, office synchronisation","Quality inspection with camera — photo documentation of defects","Machine monitoring — viewing alarms and KPIs from your phone, anywhere",{"title":866,"description":21},"en/subjects/7","iVJOlVz9SmhoWOurKcfaMXwxbPDpyDKDuY0VvhCl3vQ",{"id":926,"title":927,"body":928,"description":21,"extension":55,"locale":56,"mainClip":932,"meta":934,"navigation":62,"path":935,"perspectives":936,"seo":981,"stem":982,"subjectId":283,"__hash__":983},"subjects/en/subjects/8.md","Embedded Systems",{"type":18,"value":929,"toc":930},[],{"title":21,"searchDepth":22,"depth":22,"links":931},[],{"src":933,"srcType":10},"/media/subjects/subject8.webp",{},"/en/subjects/8",[937,940,948,956,965,973],{"id":64,"title":560,"icon":526,"hueColor":561,"lead":938,"items":939},"Your own firmware means full control over the product — and an advantage no one can copy with an off-the-shelf solution. We design software for microcontrollers and Linux Embedded systems: from simple controllers to complex IoT devices with OTA updates. Your own code means no dependency on external vendors.",[],{"id":22,"title":565,"icon":566,"hueColor":567,"lead":941,"items":942},"Your own firmware means full product control and competitive advantage.",[943,944,945,946,947],"Dedicated firmware instead of generic solutions — tailored to your product and process","Full code ownership — no dependency on an external software vendor","OTA updates — updating devices at customers without sending service personnel","BOM cost reduction through optimising microcontroller selection","Time to market (TTM) as a key project parameter",{"id":145,"title":577,"icon":578,"hueColor":579,"lead":949,"items":950},"An embedded project combines hardware and software — managing it requires experience on both sides.",[951,952,953,954,955],"Collaboration with your HW team or hardware platform selection at design stage","Prototype → validation → production — clear milestones and acceptance criteria","Testing under target conditions (temperature, EMC, vibration)","Firmware technical documentation — essential for certifications and service","Support with CE, UL, and other required certifications",{"id":150,"title":589,"icon":486,"hueColor":214,"lead":957,"items":958},"Embedded is working close to the metal — every byte, every clock cycle, and every mA matters.",[959,960,961,962,963,964],"MCU: STM32, nRF52, ESP32, RP2040 — selected for energy and compute requirements","MPU: Raspberry Pi CM, i.MX — for Linux Embedded requirements","RTOS: FreeRTOS, Zephyr, ThreadX — deterministic system behaviour","Communication: UART, SPI, I2C, CAN, RS-485, BLE, WiFi, LoRa, LTE-M","OTA: MCUboot, ESP-IDF OTA or custom bootloader","CI for embedded: unit tests, hardware-in-the-loop (HIL)",{"id":383,"title":600,"icon":601,"hueColor":48,"lead":966,"items":967},"An embedded device enters the market with certifications — without them, there is no market.",[968,969,970,971,972],"RED Directive (2014/53/EU) — requirements for wireless devices","IEC 61508 / IEC 62443 — functional safety and cybersecurity","EN 303 645 — IoT device cybersecurity (required in EU from 2025)","Secure boot — only trusted firmware runs on the device","Communication encryption: TLS/DTLS, Flash memory encryption",{"id":402,"title":611,"icon":612,"hueColor":613,"lead":974,"items":975},"Software at the heart of industrial devices and IoT products.",[976,977,978,979,980],"Machine controller with custom HMI and Modbus/CAN communication","IoT gateway collecting sensor data and sending to cloud via MQTT","Measurement device with calibration, data logging, and WiFi/BLE","Operator panel (HMI) with touchscreen for machines and installations","Custom IoT product with OTA updates and cloud backend",{"title":927,"description":21},"en/subjects/8","623CdNjsgnx_pmBb7cyg-kilwuq03HQcy_m0h_8XsU8",{"id":985,"title":986,"body":987,"description":21,"extension":55,"locale":56,"mainClip":991,"meta":993,"navigation":62,"path":994,"perspectives":995,"seo":1042,"stem":1043,"subjectId":331,"__hash__":1044},"subjects/en/subjects/9.md","Maintenance & Support",{"type":18,"value":988,"toc":989},[],{"title":21,"searchDepth":22,"depth":22,"links":990},[],{"src":992,"srcType":10},"/media/subjects/subject9.webp",{},"/en/subjects/9",[996,1000,1008,1018,1026,1034],{"id":64,"title":560,"icon":997,"hueColor":561,"lead":998,"items":999},"support_agent","Deployment isn't the end of a project — it's the moment the system starts doing real work. We offer proactive support with a clear SLA: monitoring, helpdesk, patch management, and regular technical reviews. Your systems run — because someone actively takes care of them before a problem appears.",[],{"id":22,"title":565,"icon":566,"hueColor":567,"lead":1001,"items":1002},"No post-implementation support isn't a saving — it's a deferred disaster.",[1003,1004,1005,1006,1007],"One point of contact for all IT problems — helpdesk, not searching for the right number","SLA matched to system criticality — from best-effort to 24/7 with guaranteed RTO","Proactive monitoring instead of reactive firefighting","Predictable monthly support cost instead of sudden repair invoices","Business continuity — systems run even when your IT is on holiday",{"id":145,"title":1009,"icon":1010,"hueColor":579,"lead":1011,"items":1012},"How support works","headset_mic","Support works when you know how to report, who will respond, and when the problem will be resolved.",[1013,1014,1015,1016,1017],"Ticketing system — every request has a number, status, and history","Categories: critical incident / bug / change / question — different response times","Regular technical reviews (monthly/quarterly) — system performance report","Change management — every change to the production system has a procedure and record","Licence and SSL certificate management — nothing expires without your knowledge",{"id":150,"title":589,"icon":486,"hueColor":214,"lead":1019,"items":1020},"Good support is above all monitoring that detects a problem before the user notices it.",[1021,1022,1023,1024,1025],"Infrastructure monitoring: Zabbix, Grafana, Datadog, Azure Monitor, AWS CloudWatch","APM — real-time application performance tracking","Log aggregation: ELK Stack, Loki — log analysis and root cause investigation","Multi-channel alerts: email, SMS, Teams/Slack — the right person gets the right alert","Patch management: regular security updates for OS, middleware, dependencies",{"id":383,"title":600,"icon":601,"hueColor":48,"lead":1027,"items":1028},"An SLA is more than response time — it's a guarantee of continuity and accountability.",[1029,1030,1031,1032,1033],"SLA with clear parameters: response time, resolution time, system availability","NDA — client data and system confidentiality contractually protected","Access audit — who on our team has access to which systems and when","Disaster recovery procedures — tested, not just documented","Incident reporting compliant with NIS2 requirements",{"id":402,"title":611,"icon":612,"hueColor":613,"lead":1035,"items":1036},"Peace of mind and operational continuity without your own IT department.",[1037,1038,1039,1040,1041],"Round-the-clock support for production applications — a 3am incident doesn't wait until morning","Cloud and on-premise infrastructure monitoring — one view of the entire environment","Update and security patch management — no outdated systems","End-user support (L1 helpdesk) — employees have someone to call","Legacy system care — maintaining and stabilising older software",{"title":986,"description":21},"en/subjects/9","GZ3Kb2y7FQxZc9IP5abEllDWwKNr6cv7U8qt8CSeA9k",{"id":1046,"title":1047,"body":1048,"description":21,"extension":55,"locale":56,"mainClip":1052,"meta":1054,"navigation":62,"path":1055,"perspectives":1056,"seo":1103,"stem":1104,"subjectId":278,"__hash__":1105},"subjects/en/subjects/10.md","IT Consulting",{"type":18,"value":1049,"toc":1050},[],{"title":21,"searchDepth":22,"depth":22,"links":1051},[],{"src":1053,"srcType":10},"/media/subjects/subject10.webp",{},"/en/subjects/10",[1057,1061,1069,1078,1087,1095],{"id":64,"title":560,"icon":1058,"hueColor":561,"lead":1059,"items":1060},"explore","Before you decide what to buy and from whom — it's worth asking someone who isn't selling a specific product. We help manufacturing companies and SMEs choose the right technology, evaluate vendor offers, and plan digital transformation without unnecessary risk. You can engage us for consulting only — with no commitment to further work.",[],{"id":22,"title":565,"icon":566,"hueColor":567,"lead":1062,"items":1063},"Before you spend money on technology — make sure you're buying the right one.",[1064,1065,1066,1067,1068],"Independent technical opinion — we don't sell a specific product","Digital roadmap — transformation plan with priorities and budget for 1-3 years","Vendor offer evaluation — is the proposed solution adequate and fairly priced?","Technology risk identification before an investment decision","Option to engage for consulting only — no commitment to further work",{"id":145,"title":1070,"icon":270,"hueColor":579,"lead":1071,"items":1072},"How we work together","IT consulting means a concrete output — a document, recommendation, plan — not just a conversation.",[1073,1074,1075,1076,1077],"Discovery workshops (1-5 days) — understanding the company's processes, systems, and problems","IT audit — inventory of systems, infrastructure, technical debt","Report with recommendations — action prioritisation, cost and benefit estimates","Proof of Concept (PoC) — technology verification before full implementation","Implementation accompaniment — technical supervision of another team's project",{"id":150,"title":589,"icon":486,"hueColor":214,"lead":1079,"items":1080},"IT architecture is the foundation — a wrong choice here costs many times more to fix later.",[1081,1082,1083,1084,1085,1086],"Architecture audit — assessment of scalability, security, and maintainability","Code review — code quality, technical debt, security gaps","Technology stack selection including competency availability","Make vs. buy — when to purchase ready solutions, when to build your own","Integration architecture — how to connect existing and new systems without chaos","Infrastructure and application vulnerability assessment",{"id":383,"title":600,"icon":601,"hueColor":48,"lead":1088,"items":1089},"IT compliance consulting — so regulations don't surprise you at an audit.",[1090,1091,1092,1093,1094],"GDPR gap analysis — where systems don't meet requirements and what to do about it","ISO 27001 certification preparation — what to change in processes and systems","NIS2 readiness assessment for the industrial sector","Technical due diligence during acquisitions — assessing acquired IT risks","IT security policies — creating or reviewing existing documentation",{"id":402,"title":611,"icon":612,"hueColor":613,"lead":1096,"items":1097},"From strategy to independent technical opinion at key decision points.",[1098,1099,1100,1101,1102],"Digital roadmap for a manufacturing company — what, in what order, for how much","ERP / MES system selection — independent comparison and recommendation","Technical audit before company acquisition (IT due diligence)","Implementation offer evaluation — is the scope complete and price adequate?","IT architect for the duration of a project — technical supervision without permanent hire",{"title":1047,"description":21},"en/subjects/10","Tc7Yc5zxGAeamSLytfjjALRQIlgxPHyCbFLm3ukAsyE",{"id":1107,"title":1108,"body":1109,"description":21,"extension":55,"locale":56,"mainClip":1113,"meta":1115,"navigation":62,"path":1116,"perspectives":1117,"seo":1168,"stem":1169,"subjectId":122,"__hash__":1170},"subjects/en/subjects/1.md","Artificial Intelligence (AI)",{"type":18,"value":1110,"toc":1111},[],{"title":21,"searchDepth":22,"depth":22,"links":1112},[],{"src":1114,"srcType":10},"/media/subjects/subject1.webp",{},"/en/subjects/1",[1118,1122,1131,1140,1150,1159],{"id":64,"title":560,"icon":1119,"hueColor":561,"lead":1120,"items":1121},"smart_toy","Automation, prediction, and decision support — AI is no longer reserved for large corporations. We implement solutions tailored to the scale of SMEs and manufacturing environments: from visual inspection to failure forecasting. We start with one process and scale where it delivers real value.",[],{"id":22,"title":565,"icon":566,"hueColor":567,"lead":1123,"items":1124},"AI isn't a technology of the future — it's a tool already working in your industry today.",[1125,1126,1127,1128,1129,1130],"Reducing operational costs by automating repetitive tasks","Faster and more accurate decisions based on data, not intuition","AI accessible for SMEs — not just corporations with million-dollar budgets","Concrete ROI: fewer errors, shorter process time, lower resource consumption","Gradual implementation — start with one process, scale from there","We assess your company's and data's readiness for AI deployment",{"id":145,"title":577,"icon":578,"hueColor":579,"lead":1132,"items":1133},"Implementing AI doesn't require a revolution — it requires a good plan and quality data.",[1134,1135,1136,1137,1138,1139],"Process audit — identifying areas with the greatest automation potential","Assessment of data quality and availability before implementation","Phased deployment — pilot, verification, scaling","Integration with existing systems without replacing them","Team training — how to use AI tools in daily work","Post-deployment model performance monitoring — model drift, prediction quality",{"id":150,"title":589,"icon":486,"hueColor":214,"lead":1141,"items":1142},"We match the AI approach to the problem — we don't build models for the sake of building.",[1143,1144,1145,1146,1147,1148,1149],"LLM / NLP — document processing, chatbots, text classification","Computer Vision — visual inspection, defect detection, camera image analysis","ML / prediction — failure, demand, and production quality forecasting","Fine-tuning models vs. ready APIs (OpenAI, Azure AI, AWS Bedrock, Hugging Face)","On-premise vs. cloud — choice based on data sensitivity","MLOps: training pipeline, model versioning, monitoring, retraining","Integration with ERP, MES, SCADA via REST API / webhooks",{"id":383,"title":600,"icon":601,"hueColor":48,"lead":1151,"items":1152},"AI processes your data — you need to know where, how, and with what accountability.",[1153,1154,1155,1156,1157,1158],"EU AI Act — AI system risk classification, implementation obligations","GDPR — training data, data processed by the model, retention","AI decision transparency (explainability) — sector-specific and legal requirements","Data doesn't leave the organisation — on-premise or private cloud options","Accountability for model decisions — who is responsible?","Prediction auditability and model action logging",{"id":402,"title":611,"icon":612,"hueColor":613,"lead":1160,"items":1161},"AI in manufacturing and SMEs — concrete applications with measurable results.",[1162,1163,1164,1165,1166,1167],"Automated quality control on the production line (Computer Vision)","Predicting machine failures before they happen (Predictive Maintenance)","Automatic processing of invoices, orders, technical documentation (NLP)","Chatbot for customer service or internal support departments","Demand forecasting and inventory optimisation","Service request classification and automatic routing",{"title":1108,"description":21},"en/subjects/1","wEfJh44txiXxP8mr1f0d_n70jurT97alIaoOFe9TLLQ",1778844841096]