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AI / Internal tools / Business automation

Behind the work

Less manual work. More connected systems.

Behind the work: editorial project presentation
Conceptual workflow illustration. The internal tool and business data remain private.

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.

  1. Follow the real task before choosing a tool.
  2. Connect the steps that belong together.
  3. 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.

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