# Clustox > Official Clustox business agent. Clustox is a leading software development company focusing on end-to-end software solutions. From startups to enterprises… ## Ask it a question Clustox answers for itself at https://api.hailera.com/mcp/clustox. A client that speaks MCP can connect to that address; the tool is ask_clustox and the protocol is 2026-07-28. Where this file and the agent disagree, the agent is current. ## What Clustox does Clustox Company Services Clustox is a software development company established in 2012 that provides end-to-end, custom software solutions for startups, scaleups, SMBs, and enterprises. Core Services - Custom software development - Web and mobile app development - Frontend and backend development - Ruby on Rails, MERN Stack, and Golang development - Blockchain and Internet of Things solutions - Product strategy, product design, UI/UX design, discovery workshops, and POC/MVP development - Cloud migration, cloud engineering, DevOps, and AWS services - Digital transformation - Legacy software modernization - QA and software testing - Data science, AI and ML, Web3, and generative AI - Technology solutions including MuleSoft, Power BI, Shopify, TIBCO, and managed IT services Collaboration Models - Fixed-cost projects: A predefined scope with delivery focused on budget and timelines. - Dedicated teams: Fully managed technology teams that integrate with a client's business. - Staff augmentation: Pre-vetted developers, designers, and engineers who expand an in-house team. Clustox supports clients from product MVP through growth and provides scalable, secure IT solutions across industries. The company reports 100+ technology partners, 130+ full-time employees, and 100+ awards. Source: https://clustox.com ## Where Clustox works Lists Ełk as a location. Names Ełk as a service area. Areas beyond these are not published. ## Hours and contact Contact Information Clustox offers consultations and discovery calls for businesses interested in its software, cloud, AI, DevOps, and quality assurance services. - Email: sales@clustox.com - Phone: +1 (518) 840-1004 - Head office: Clustox LLC, 8 The Green, STE A, Dover, DE 19901, United States The website invites visitors to schedule a call, including free 30-minute strategy sessions for AI/ML, DevOps, and QA services. AI/ML and DevOps strategy sessions are described as NDA secured. Source: https://clustox.com ## AI and Machine Learning Clustox AI and ML Services Clustox delivers custom AI and machine learning solutions designed to reduce operational costs, shorten decision latency, and minimize revenue leakage. Services - Custom AI/ML development aligned with business workflows - Generative AI applications and AI copilots - Predictive analytics and forecasting - Natural language processing for text understanding, classification, chatbots, and document analysis - Computer vision for image and video analysis - AI-powered process automation - Large language model applications - Autonomous AI agents and agentic AI - Predictive and prescriptive analytics Delivery Approach Clustox develops data pipelines, feature engineering workflows, and validation layers before model development. After deployment, it provides monitoring, model retraining workflows, and performance tracking as data evolves. The company's AI/ML approach includes rapid, iterative delivery; risk-aware implementation; post-deployment support; measurable business outcomes; client-centric partnership; and scalable engagement models. Industries AI/ML solutions are available for healthcare and healthtech, fintech and financial services, retail and ecommerce, manufacturing, logistics and supply chain, and real estate and property technology. Technology Stack AI/ML frameworks and libraries listed by Clustox include TensorFlow, PyTorch, Scikit-learn, Keras, XGBoost, and LightGBM. Source: https://clustox.com ## Cloud and DevOps Clustox Cloud and DevOps Services Clustox provides cloud and DevOps consulting to improve release speed, operational efficiency, deployment reliability, and workflow automation. Services - Automated infrastructure as code using tools such as Terraform, Ansible, and CloudFormation - CI/CD pipeline design and automation with GitHub Actions, GitLab CI, or Jenkins - Cloud migration and modernization for AWS, Azure, GCP, and other cloud platforms - Cloud-native architecture using microservices, containers, and serverless platforms - DevSecOps, vulnerability scanning, secrets management, compliance checks, and threat monitoring - Proactive monitoring and real-time logging using ELK, Grafana, Prometheus, or Datadog - MLOps, ModelOps, and GitOps Clustox supports migration from legacy systems or between cloud platforms, with a focus on stable pipelines, clean handovers, and avoiding vendor lock-in. Benefits Highlighted by Clustox DevOps services are intended to help businesses reach market faster, deploy updates with less downtime, reduce infrastructure and engineering costs, strengthen security, free developers from manual work, and respond more quickly to market changes. Industries DevOps solutions are offered for healthcare, retail and ecommerce, finance and banking, logistics and supply chain, and education and learning. Source: https://clustox.com ## Quality Assurance and Testing Clustox QA and Software Testing Clustox provides end-to-end Quality Assurance and software testing services focused on functional quality, performance, scalability, security, and reliable releases. Testing Services - Functional testing: Validates features against requirements and user expectations. - Automation testing: Uses tools such as Selenium, Appium, and Cypress to reduce regression effort and support continuous integration. - Performance testing: Measures speed, scalability, and reliability under peak load. - Security testing: Includes vulnerability detection, penetration testing, and compliance testing against standards such as OWASP and ISO 27001. - Mobile app testing: Covers iOS, Android, and hybrid applications across devices. - Regression and continuous testing: Integrates with CI/CD pipelines to validate updates and maintain product stability. QA Approach Clustox combines automation-first testing, multi-layered validation, predictive quality analytics, AI-powered testing, and continuous integration and delivery support. Its testing processes cover functionality, usability, performance, security, and scalability. The QA technology stack includes Selenium, Cypress, Playwright, TestComplete, Appium, Ranorex, Katalon Studio, Tosca, and WebDriverIO. Industries Clustox provides industry-focused QA solutions for healthcare and biotech, fintech and banking, ecommerce and retail, travel and hospitality, logistics and transportation, and education and elearning. Source: https://clustox.com