AI in development
Understand, implement, review.
AI can help explore existing code, prepare implementations and complement tests and documentation. Adoption and approval remain professional decisions.
Services
From software to platform.
Designed in context.
Software development, Data & Integration, Cloud & Platforms, and Architecture & Consulting are focus areas of our work. Depending on the task, they overlap and are complemented by further expertise from our network and by AI where it provides meaningful support.
Software & Products
From the business idea
to a robust application.
New software must fit your business. Existing software must be able to evolve. We support you from concept through frontend and backend to integration and quality assurance.
- Tailored business applications and technical software
- Web applications, portals and digital product experiences
- Frontends, backends, APIs and data access
- Modernization and focused evolution of existing systems
AI in the product — as a possible use case
Assistance with a clear task.
Search, summarization or domain-specific assistance can complement applications. Whether this is useful depends on the use case, data quality, permissions and verifiable results.
The focus: understandable architecture, traceable changes and software that works in day-to-day use.
Data & Integration
Connect systems.
Make data usable.
Many solutions do not start on a blank slate. We connect applications, data sources, enterprise systems and technical interfaces so that information flows reliably and can be processed further.
- REST, SOAP and application-specific interfaces
- SAP, MES and enterprise integration
- OPC UA, MQTT and messaging for technical systems
- Databases, traceability and technical archiving
AI needs reliable context
Good data first.
For AI functionality, traceable data sources, suitable permissions and reliable interfaces matter more than the largest possible model toolbox.
Choose the right automation
Conventional, AI-assisted or combined.
Many workflows can be automated reliably with clear interfaces and rules. AI complements them where unstructured content or flexible assistance provides a concrete advantage.
The focus: robust data flows, clear responsibilities and systems that work together.
Cloud & Platforms
Deploy. Scale.
Evolve reliably.
Modern applications need a suitable runtime and deployment environment. We combine cloud services, containers and automation so that development and operations work together transparently.
- Cloud architectures and workloads in Microsoft Azure and AWS
- Containerization with Docker
- Orchestration with Kubernetes
- CI/CD, GitOps and deployment automation with suitable tools such as Argo CD
AI in engineering
Support configuration and analysis.
AI can help with clearly scoped tasks, for example understanding technical configurations, preparing changes or structuring information from logs and documentation. Operations and approvals remain controlled engineering tasks.
Platform instead of individual servers
Repeatable and traceable.
Containers, automated deployments and versioned configurations create a robust foundation for applications that can evolve in a controlled way.
The focus: a platform that fits the application, team, security requirements and operating model.
Architecture & Consulting
Understand the connections.
Make sound decisions.
We support solution architecture, technology selection and demanding project phases. Consulting should not end with slides; it should provide direction for concrete implementation.
- Solution and software architecture
- Technology selection and architecture decisions
- Modernization, integration and platform strategies
- Reviews, workshops and team enablement
Put AI into context
From buzzword to concrete use case.
Together, we can identify suitable tasks, required data, risks and domain-specific success criteria. The outcome may also be a deliberate decision not to use AI.
From concept to implementation
Architecture is not an end in itself.
Decisions should bring requirements, existing systems, team and operations together. We document them transparently and can also support implementation where needed.
The focus: sound decisions and a solution path that fits your company both technically and organizationally.
Across disciplines
Connect. Simplify.
Think ahead.
Automation, modernization, security and the use of AI cut across our focus areas. Depending on the task, further expertise from our network is added.
Automation & Processes
Simplify recurring work. Make decisions reliable.
We consider processes in context and assess where conventional automation is sufficient and where AI can help. Critical steps receive traceable checks and appropriate approvals.
Discuss your processTechnologies & Existing Landscape
Keep what works. Add new technology selectively.
Technology decisions start with the task and the existing landscape. Our overview shows building blocks from practice without treating them as a standard recipe for every initiative.
View technologiesThe connecting foundation
Good solutions emerge
through interaction.
Software, data, platforms, architecture and operations cannot be considered meaningfully in isolation. We connect the perspectives that matter for your task — with AI where it provides concrete value.
Explore our AI approachA good solution starts
with your challenge.
Tell us what you are planning. We will think it through with you.