JOURNAL

Journal on practical AI

Research, limitations, and practical decisions without universal promises.

23 October 2026

Who helps a business implement AI and when that person is actually needed

An AI implementation partner can connect technology to real processes, test results and support further development. For a simple, low-risk task, an owner or employee may be enough.

23 October 2026

Which business tasks should you delegate to AI

Delegate bounded tasks with reliable inputs and results you can verify before use. Decisions affecting money, commitments and customer relationships require human oversight.

23 October 2026

How to build adaptable AI workflows and measure pilot value

Choose a repeatable task, measure its current cost and test a new workflow on comparable cases. Keep sources and tests separate from the model.