Consulting, architecture and implementation.

Looking to put AI to practical use or complement or replace existing systems with open-source solutions? I help you assess benefits, feasibility and operational requirements and turn them into a realistic transformation plan.

AI consulting

• Identify and prioritise use cases for AI, assistants and automation
• Consider data availability, privacy, information security and human approval steps
• Compare local, self-hosted and external AI solutions against your requirements
• Define focused pilots with measurable success criteria and clear boundaries

Transformation to open source

• Assess existing applications, interfaces and vendor dependencies
• Evaluate open-source alternatives by functionality, licensing, maintenance, community and support
• Compare total costs, including hosting, migration, training and ongoing operations
• Plan phased migration, data transfer, parallel operation and fallback options

What you receive

Depending on the assignment: a current-state assessment, a reasoned decision paper, a prioritised AI use-case catalogue or an open-source transformation roadmap. Assumptions, risks and open questions are documented. Open source is assessed against your objectives; cost-free or effortless operation is not assumed.

A possible starting point: an AI opportunity workshop or a focused assessment of open-source alternatives for one area of your business.

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A sound architecture connects business objectives with development and operations. I help structure systems and interfaces so that responsibilities, dependencies and technical decisions remain understandable.

How I can help

• Develop target architectures for applications and existing IT landscapes
• Define system boundaries, interfaces and data flows
• Evaluate technology choices for maintainability, security and operations
• Review existing architectures and identify practical next steps

What you receive

An agreed architecture concept with system diagrams, interface descriptions and documented decisions. Where useful, a technical prototype or migration plan provides further evidence for your decision.

A possible starting point: an architecture review or the design of a clearly scoped new system.

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A concept should become a usable solution. Depending on the scope, I develop the solution myself or coordinate technical delivery with your team and external providers.

How I can help

• Design and develop custom software, apps and websites
• Implement interfaces and automate recurring workflows
• Coordinate work packages, technical dependencies and responsibilities
• Prepare testing, introduction, documentation and handover

What you receive

Agreed, verifiable results in manageable steps, such as a prototype, an implemented feature or a launched website. Source code, documentation and handover scope are agreed to suit the assignment.

Project examples: explore website work and my own software developments, including their current development status.

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