# Dynamisch > Official Dynamisch business agent. Dynamisch is an AI-first product engineering company delivering scalable software, predictive AI, and cloud-native… ## Ask it a question Dynamisch answers for itself at https://api.hailera.com/mcp/dynamisch. A client that speaks MCP can connect to that address; the tool is ask_dynamisch and the protocol is 2026-07-28. Where this file and the agent disagree, the agent is current. ## About Dynamisch Overview Dynamisch is an AI-first product engineering company founded in 2011. It partners with startups and enterprises to create scalable, real-world digital solutions and help organizations adopt artificial intelligence, data analytics, and cloud computing. The company describes its team as software engineers, architects, strategists, and technology problem-solvers who work as an extension of clients' teams. Its focus is on secure platforms, long-term progress, accountability, and measurable business impact. Company Facts - 200+ elite engineers and architects - 14+ years of innovation - 100+ projects delivered - 95%+ client retention rate Vision and Mission Dynamisch's vision is to ignite digital transformation and unlock sustainable success for organizations of all scales. Its mission emphasizes employee well-being, a nurturing environment, and outcomes that benefit the company, its team, and its clients. Leadership The leadership team includes: - Parag Tribhuwankar — CEO and Founder - Hiten Ahirrao — Chief Technology Officer - Pooja Kulkarni — Chief Operating Officer - Pritish Zade — Vice President of Technology - Sanket Prabhu — Vice President of Engineering - Manoj Juriasinghani — Chief Strategy Officer - Pablo Schneider — Head of Strategic Alliances - Cyril Vincent — Director - Business Development - Shubhangi Kesarwani — HR Manager Working Principles Dynamisch emphasizes agile adaptability, rigorous quality standards, client-centric partnership, AI-native architecture, employee well-being, collaboration, and forward-looking engineering. Source: https://dynamisch.co ## What Dynamisch does Overview Dynamisch provides end-to-end digital product engineering for resilient enterprise software, SaaS platforms, web and mobile applications, and custom software. Its approach aims to accelerate time-to-market while maintaining scalability, stability, security, and maintainability. Services - Solution discovery: Validate ideas, define technical scope, and align business goals with architecture before development. - Custom software development: Build secure, high-performance systems for complex business and enterprise environments. - Web and mobile app development: Create responsive, cross-platform applications focused on usability and performance. - SaaS development: Architect multi-tenant, cloud-native platforms designed for growth, continuous delivery, and enterprise reliability. - UI/UX and product design: Create user-centered interfaces and scalable design systems aligned with user and business needs. - Hyper Velocity Engineering: Use AI-augmented engineering models for faster releases without compromising quality or stability. - Application modernization: Refactor and re-architect legacy applications to improve performance, scalability, security, and maintainability. - Quality assurance and penetration testing: Automate testing and perform security testing to support reliable, resilient software. Delivery Lifecycle Dynamisch's delivery process covers research, discovery, design, development, and delivery. This includes understanding user needs and technical requirements, creating interfaces and brand identities, building applications with modern frameworks and automated pipelines, and launching with quality assurance, monitoring, and user adoption support. Post-Launch Support Post-launch services include bug fixes, performance monitoring, security updates, security patching, ongoing enhancements, and iterative feature improvements. Technology Ecosystem The listed technology ecosystem includes AWS, Microsoft Azure, Google Cloud, Docker, Kubernetes, Kafka, Snowflake, Power BI, Python, Rust, Node.js, React.js, Angular, Ruby on Rails, ASP.NET, Swift, Android, MySQL, Oracle, TensorFlow, Hugging Face, LangChain, Unity, Unreal Engine, and Raspberry Pi. Source: https://dynamisch.co ## Where Dynamisch works Lists Mission and Vincent as a location. Names United States as a service area. Areas beyond these are not published. ## AI and Data Services Capabilities Dynamisch designs intelligent systems using modern data pipelines, agentic AI, predictive analytics, and cloud-native AI infrastructure. Data Engineering and Big Data Services include modern data pipelines, real-time processing systems, data lakes, and warehouse architectures. AI Infrastructure Dynamisch provides scalable model hosting, compute optimization, MLOps setup, deployment architecture, and cloud-native AI environments. Agentic and Generative AI Capabilities include workflow-driven AI agents, intelligent task orchestration, decision-based automation, enterprise AI copilots, AI productivity tools, and knowledge assistants. Responsible AI Dynamisch embeds governance frameworks covering ethical AI policies, regulatory alignment, data privacy, compliance, explainability, bias detection, model-performance monitoring, drift tracking, and structured audit trails. Engagement Approach The AI and data process has two phases: - Strategic Acceleration: Identify opportunities, prioritize use cases, design and validate prototypes or proofs of concept, then review results and prepare successful solutions for scale. - Development Acceleration: Discover users and system constraints, define the architecture, develop AI-enabled solutions, and deliver them through deployment, monitoring, and continuous optimization. AI Support Options Dynamisch supports organizations through AI strategy and consulting, MVP acceleration, full-scale AI implementation, and ongoing AI optimization and support. AI use cases described on the website include predictive modeling and imaging analytics in healthcare, fraud detection and credit-risk modeling in finance, predictive maintenance in manufacturing, and recommendations and dynamic pricing in retail. Source: https://dynamisch.co ## Dynamisch Products UNA Health UNA Health is a mobile-first healthcare staffing platform combining competency testing, credential tracking, and adaptive learning. It is used by more than 750,000 clinicians. Its components include: - UNA Test: Digital skills checklists and competency assessments - UNA Wallet: Centralized storage for licenses and certifications with renewal alerts - UNA Air: Adaptive micro-lessons targeted to a learner's needs The website states that UNA Health is the only company in the United States providing validated evidence of clinical competency. Waggoner CCVT Waggoner CCVT is a computerized color vision test trusted by the U.S. Navy, FAA, and optometry clinics worldwide. It is one of three FAA-approved tests measuring both the presence and severity of color deficiency. Features include screening for Protan, Deutan, and Tritan deficiencies; SecureSync Cloud Backup; Send Test sharing; support for Windows, macOS, and iPadOS; and operation without extra hardware. SentriX SentriX is a smart construction safety management system currently described as a concept product under active development. It uses real-time IoT data and 3D digital-twin visualization. Planned capabilities include a live construction-site digital twin rendered at 60+ FPS with sub-250ms latency, smart helmet and fall detection, biometric sensor integration, SOS alerts, hazard evacuation routing, and on-premise, cloud, WebRTC streaming, and hybrid edge deployments. Source: https://dynamisch.co ## Engineering Capabilities and Industries Core Capabilities Dynamisch's broader engineering capabilities include: - AI Frontier and Data: Generative AI, agentic models, data pipelines, predictive insights, operational analytics, and data governance. - Product Engineering: Product strategy, legacy modernization, SaaS platforms, mobile apps, and enterprise software. - MLOps and Cloud Security: Cloud ecosystems across Azure and AWS, DevOps, MLOps, and security operations. - Edge Tech and IoT: Edge and embedded systems for real-time monitoring, IoT analytics, automation, and smart manufacturing. - Blockchain and Web3: Blockchain platforms using smart contracts, tokenization, and DeFi protocols. - XR and Gaming: AR/VR simulations, digital twins, interactive 3D environments, spatial data, and immersive experiences. Forward Deployed Engineering Forward Deployed Engineers work alongside client teams inside their actual environments. They can work across legacy systems, enterprise APIs, data pipelines, security reviews, and production infrastructure, taking ownership of the technical work required to move from prototype to measurable business outcomes. Typical activities include implementing agentic AI, modernizing legacy platforms, connecting complex enterprise systems, and maintaining team accountability. Industries Served Dynamisch serves healthcare and life sciences, manufacturing and automotive, banking and finance, retail and consumer, hi-tech, construction and architecture, and ed-tech. Examples of industry applications include HIPAA-compliant healthcare platforms and EHR interoperability; smart manufacturing, digital twins, and predictive maintenance; secure financial platforms, fraud detection, payment gateways, and compliance frameworks; omnichannel commerce and AI personalization; AR/VR walkthroughs and smart building systems; and adaptive learning with gamified learning-management platforms. Source: https://dynamisch.co