AI / Internal tools / Business automation
Behind the work
Less manual work. More connected systems.

An internal tool I built and use across businesses I work with. It does not have a public product name.
The problem.
Repeated tasks and disconnected workflows take attention away from the actual business problem.
The approach.
Understand the workflow first. Then connect the tools and automate the steps that should not require manual work.
The decisions behind it.
- Follow the real task before choosing a tool.
- Connect the steps that belong together.
- Keep private business information out of the public case study.
What I built.
- Internal automation tooling
- Business-workflow integration
- AI-assisted systems
What came together.
A working internal tool, used in the businesses I work with. Private implementation details stay private.