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Custom Software Development for Data and AI Applications

We develop software solutions that turn business requirements, data, and AI into production-ready applications.

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Develop. Test. Automate.

Make or Buy: When Off-the-Shelf Software Reaches Its Limits

When off-the-shelf software fails to adequately support business processes or existing systems need to be expanded, custom solutions are often the better fit.

HMS develops data-driven software solutions, analytical applications, and AI systems for complex requirements. We combine software engineering, data engineering, DevOps, and modern AI technologies to create integrated solutions that fit into existing architectures and can be maintained and extended over time.

91%

Re-engagement rate

AI-Assisted Development Is Changing the Role of IT

AI-powered development tools increasingly enable business users to build prototypes and applications themselves. As a result, software is developed faster and more closely aligned with business needs. This increases the need for clear IT governance that keeps applications secure, maintainable, and operable across the system landscape.

This transition requires a governed development framework. To address this, HMS combines an Agentic Development Lifecycle (ADLC) with spec-driven development. This allows existing applications to be brought into this framework in a controlled manner and new ones to be developed from the outset within defined technical guardrails.

Our customers often face the following challenges:

  • Business units require capabilities that standard software does not cover.
  • Data from multiple sources needs to be integrated into applications and processes.
  • Existing applications need to be extended, modernized, or replaced.
  • Data and AI capabilities need to be integrated into production systems.
  • Applications need to be maintainable, scalable, and reliable in operation.

From Architectural Decisions to Development

Our Services in Custom Software Development

HMS supports development projects with specialized services throughout the implementation process. Depending on the project, we handle individual components or provide agile support for software development in short iterations, with with regular feedback and flexible prioritization.

 

Software Engineering

Custom software solutions for business processes and data-driven applications

  • Development of line-of-business applications and enterprise software
  • Backend and API development for systems designed for integration
  • Implementation of web applications, portals, and user interfaces
  • Integration of existing systems and external services
  • Quality assurance through testing, code reviews, and defined development practices

Result: An application that meets business requirements and can be maintained and extended over time.

Data Engineering

Making data useful for applications, analyses, and AI solutions

  • Development of data pipelines and integration workflows
  • Connecting various data sources and target systems
  • Implementation of ETL and ELT processes
  • Building data models for analytical applications
  • Provision of quality-assured data for operational processes and AI applications

Result: A reliable data foundation for production applications and data-driven decisions.

AI & Agentic Engineering

Integrating AI features effectively into applications and processes

  • Development of LLM-based applications and assistants
  • Integrating AI Capabilities into Applications and Production Processes
  • Implementation of agentic workflows and automated process steps
  • Integration of data sources, tools, and interfaces
  • Testing, monitoring, and continuous improvement of AI capabilities in production

Result: An AI-powered application that supports business processes and is integrated in a controlled manner.

As your trusted partner, we’ll support you on your next project.

Schedule a free consultation

Whether you are developing a new business application, extending an existing software solution, or integrating AI, HMS supports you in building custom software and bringing it into production.

Why HMS Is the Right Development Partner

Custom Software Development Across the System Landscape

HMS combines expertise in software engineering, data engineering, DevOps, and AI.

We develop software as part of your existing system landscape. Our goal is to create solutions that meet business requirements, make data usable, and remain maintainable, extensible, and operable over time. We establish the technical and organizational foundations for controlled further development, including with agentic development approaches.

Trust that matters - as confirmed by BARC

Feedback from our customers shows that our solutions deliver impressive results in practice. This is confirmed by Europe’s largest independent user survey in the field of data and analytics (BARC)*.

 

35+

Years of experience

450+

Projects completed

100%

Customer recommendation rate

FAQ

Frequently Asked Questions About Custom Software Development

Answers to key questions about custom software development, data engineering, AI integration, DevOps, and production operations.

No. Many projects begin with a business requirement, an initial idea, or a specific problem that needs to be solved. Together, we define the requirements in detail, evaluate technical options, anddefine a structured approach to implementation.

Yes. Most projects are not built from scratch. We integrate existing applications, data sources, interfaces, and platforms into the solution, taking into account existing processes, security requirements, and operating models.

No. In addition to new developments, we also extend, modernize, or replace existing applications. This includes, for example, the integration of new features, the integration of AI components, or the phased enhancement of legacy systems.

Can't find your question here?

We’d be happy to answer your questions about our services and work with you to determine which option best suits your situation.

Prepare for Implementation

Together, we define how to turn your idea into a production-ready solution.

Bastian Heist
Bastian Heist
Senior Sales Manager

During a free, no-obligation initial consultation, we'll work with you to assess your project and determine the best next step.

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Next Steps and Further Study

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From Development to Deployment

If custom software is to be used in a production environment, it needs a stable foundation for deployment, operation, and further development.

About Deploy

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Our Focus Areas

Discover key areas of application, ranging from data platforms and AI to modernization and migration.

Our Focus Areas