I explore specific business processes where AI could reduce repetitive work or make the next decision clearer. The goal is a useful workflow with the right information, checks and people in control.
01 / A WORKFLOW, NOT A SLOGANSTART SMALL AND MEASURE
Start with a process. Then test the tool.
AI can help draft, classify, retrieve or route information. But a useful business workflow also needs source data, boundaries, clear handoffs and a way to recognise mistakes.
01
Map the current work
We identify the trigger, inputs, repeated decisions and people involved. If a simpler rule or better interface solves the problem, that may be the right answer.
02
Design the safeguards
We decide what information the system may use, what it should never decide alone, when a person reviews the result and how exceptions are handled.
03
Try a bounded version
We agree a limited use case and a way to judge it: time saved, fewer manual steps, clearer handovers or another result that matters to your team.
02 / BEFORE ANY AUTOMATIONRELIABILITY IS PART OF THE WORK
Useful automation keeps people informed.
Do we actually need AI?
Maybe not. If the steps are predictable, ordinary automation can be simpler and more reliable. We choose the method after understanding the process.
Can the workflow make decisions on its own?
That depends on the risk. We identify which actions need approval, which can be suggested and what should happen when the system is uncertain.
What about private business data?
Data access, storage and external services belong in the first discussion. We define the constraints before choosing tools or connecting systems.