An original game world with base building, missions and social systems. The browser interface and server services work together as a playable system.
Ideas become
systems.
I use AI to build digital products, automations and interactive experiences. From the first idea to an application you can test.
AI Solutions Engineer · Automation & Applied AI
Built. Tested. Developed further.
A look inside my workshop — from interactive worlds to traceable AI workflows.
Research, sales processes and a visual customer journey in one workspace. Recurring steps are structured, data is checked and results are prepared for people to use.
A workshop for prompts, skills and the ways AI systems work. Versions, learning steps and comparisons make changes traceable.
Around twenty compact web projects for specific everyday tasks. From microphone testing to speaking-time estimates, with direct functions and visual guides.
What I can
build for you.
A clear problem, a benefit you can verify and a solution that fits your working day.
01What can you build for me?EVERYTHING!
Digital products & web applications
From the first idea to a usable product: prototypes, dashboards and custom applications with a lean technical foundation.
Interactive websites
Websites that do more than inform. With considered interaction design, product configurators and experiences that bring your idea to life.
Browser tools
Calculators, data helpers and small applications for specific tasks. Ready to use in your browser, with local processing where it makes sense.
Browser games
Interactive game worlds with base building, missions and connected systems. Narbenkrieg shows how interfaces, game logic and server-side services work together.
Company workshops & staff training
Explore AI, automation and digital applications through concrete tasks from your business and try them yourself. We adapt content and exercises to your team and their prior knowledge.
Integration with existing business systems
Connect new applications and AI workflows with your existing data, documents and tools. We clarify which connections are useful and feasible based on the interfaces and your requirements.
And probably just about everything else.
02When?RIGHT AWAY!
Automations & internal tools
The first step can start right away: understand your process and agree on a useful first implementation.
Get data into shape
Clean up customer lists, combine information and prepare recurring reports.
Connect processes
Simplify manual tasks and connect existing tools. With traceable results and approval at the points that matter. Existing business systems can also be included. We clarify interfaces, access and requirements before implementation.
Tools for your working day
An interface that fits your team and your task, from a small helper to a shared workspace.
Bring your team along
In a workshop or staff training session, your staff use AI, automation and suitable applications themselves on concrete tasks. Exercises and clear workflows provide a starting point for their everyday work.
03How long until it is ready?IT DEPENDS!
AI workflows & evaluation
A good solution needs the right scope. The timeline follows your requirements, the integrations and the checks the application needs.
AI for specific tasks
Prompts, reusable skills and practical workflows: for example, traceable research or an internal assistant for existing documents.
See something useful early
We agree on a manageable first step. Further features build on it, keeping the starting point practical.
Checking is part of finishing
Test improvements against suitable tasks, compare results and document known limits. We agree on the scope and milestones in advance.
04What does it cost?MONEY!
You get a concrete solution.
Planning, implementation, checks and a clear handover are part of the agreed project. The focus is what the application should do for you and the effort that makes sense for it.
Project work
A clearly agreed scope and a suitable proposal, matched to your goal.
Ongoing operation
We discuss hosting, external services and maintenance separately. Lean solutions and avoidable ongoing costs are part of that conversation.
05And how much?IT DEPENDS!
Your project first. Then the proposal.
A small browser tool and a connected system have different requirements. We clarify what you need, what already exists and which first version will help you.
What should it do?
Features, users and a concrete goal make the scope clear.
What needs connecting?
Existing systems, data, privacy requirements and necessary access shape the implementation.
What fits your constraints?
Effort, budget and future maintenance lead to an individual proposal with clear deliverables.
For small businesses, agencies, retail, education providers and creative teams.
We clarify scope, integrations, data protection and ongoing costs before the project starts. External services and your own systems may have specific requirements.
Working together
Project work with a clearly agreed scope. For suitable projects, revenue sharing may also be an option after reviewing the effort, value and business model.
Discuss your ideaCompany workshops & staff training
Put AI to work in your daily tasks.
Company workshops and staff training on AI, automation and digital applications. We work on concrete tasks from your business, from a useful first prompt to a workflow that fits your existing systems.
01Apply AI in practice
Work with texts and documents, research information and check outputs. Your staff try the tools themselves on suitable tasks from their working day.
02Build automation workflows
Identify recurring steps, structure a process and build a first workflow together. We clarify where approval and human review are still needed.
03Use applications as a team
Try browser tools, internal assistants and existing AI applications in practice. We develop clear working steps and examples that your team can continue using in their daily tasks.
04Connect existing business systems
Connect suitable workflows with existing documents, data and applications. We check interfaces, access and your company's requirements before implementing a specific integration.
Content and exercises follow your team's tasks, prior knowledge and available tools. Whether a single workshop, staff training or a supported introduction, we agree on a suitable scope together.
Discuss a workshopFrom a problem
to an application.
AI speeds up development. Requirements, testing and responsibility remain concrete.
- 01
Understand
Agree on the goal, users and a manageable initial scope together.
- 02
Build
Show a usable version early and implement the most important flows.
- 03
Test
Test functionality, usability and relevant risks in the actual result.
- 04
Hand over
Document source files, instructions and known limitations for ongoing use.
The path here
The path so far
- Crypto SpaceEarly AI onboarding concept
- LLM experimentsApproaches, mistakes, insights
- NarbenkriegInteractive systems
- LeadPilotPractical automation
- Skill LaborMethods & evaluation
- Web ToolsPublic applications
Personal retrospective: Crypto Space was an early crypto onboarding concept using GPT-3. The subsequent LLM approaches, including unsuccessful attempts, are part of this development history.
What would you like
to make possible?
Describe your idea or a process that takes time today. Together, we can find a sensible first step.
Contact me directly by emailDirk Ohlmann · Neuwied, Germany
Remote collaboration is available.