Enterprise-Ready from Assessment to Operations
End-to-End Data & AI Services for Every Project Phase
Our services are organized into four service clusters: Explore, Architect, Develop, and Deploy. They support companies from identifying opportunities and assessing feasibility to architecture, development, and operations.
From Concept to Production-Ready Solution
HMS combines architecture, software engineering, and regulatory expertise to create data and AI solutions that integrate into existing IT landscapes, remain traceable, and operate reliably.
- Documented architectural decisions
- Secure integration into existing IT systems
- Traceable and auditable results
- Controlled continuous development
- Knowledge transfer and team enablement
Specializing in Complex and Regulated Environments
HMS develops custom software for environments with high requirements for validation, data integrity, traceability, access control, change control, auditability, operational resilience, and regulatory compliance.
Depending on the industry and use case, relevant regulatory requirements, standards, and supervisory guidance may include:
- Life sciences: GxP, ICH E6(R3), 21 CFR Part 11, GAMP 5, EU GMP Annex 11
- Banking and insurance: BCBS 239, the ECB Guide on effective risk data aggregation and risk reporting, MaRisk, DORA, Solvency II, IFRS 17
- Data and AI: GDPR, the EU AI Act, SDMX, and sector-specific guidance from authorities such as EMA, EIOPA, ECB, EBA, and BaFin
HMS supports companies in the evaluation, architecture, development, and operation of data and AI solutions. Our range of services includes, among other things, AI consulting, software and data architecture, custom software development, data engineering, and services for production operations. Depending on your needs, we can handle individual tasks or provide support across multiple service areas.
Yes. Many clients start with a clearly defined scope, such as an assessment, architecture consulting, or a development project. Our services are structured so that they can be used independently of one another and expanded into a larger project as needed.
Yes. HMS supports both new and existing data platforms, applications, and AI systems. Our services include architecture reviews, extensions to existing systems, integrations, and improvements to operations, quality, and traceability.
Yes. HMS supports projects from technical design and development through production operations. Depending on the project, this can include software development, data engineering, DevOps, MLOps, monitoring, and continuous enhancement of existing solutions.
The goal is to create systems that remain maintainable and operable over time and can be adapted to changing requirements.
Our services are specifically designed for companies with complex industry-specific, technical, or regulatory requirements. These include, for example, the life sciences, medical technology, finance, manufacturing, and other regulated sectors. In these environments, we develop data and AI solutions designed for traceability, auditability, maintainability, and reliable operation.
