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AI & AUTOMATION / PRACTICAL BY DESIGN
Less copying.
More getting things done.
AI and automation should make everyday work easier. I turn specific business problems into useful tools that fit the way you work.
THE OPPORTUNITY
Start with the task
that slows you down.
01 / WORKFLOWS
Connect the steps.
Reduce repeated data entry, move information between systems and simplify routine administrative work.
02 / INTELLIGENT TOOLS
Give information a useful interface.
Focused tools for working with text, documents and business information, with review at the points where judgment matters.
03 / INTEGRATION
Keep the work moving.
Connect APIs and existing applications so information reaches the place where someone can use it.
HOW I APPROACH IT
One useful workflow.
Then the next.
Understand the actual job.
We identify the repeated task, the people involved and what a better result looks like. We decide what information the tool may use and which actions need a person’s review.
Build something you can try.
Start with a focused first version and test it against real examples. Refine the output before connecting it to more of the business.
Make it part of the work.
Connect it to the systems you use and improve the steps that save time. Running costs, data handling and maintainability are part of the design.
ENGINEERING JUDGMENT
Choose the simplest approach
that earns its place.
Some tasks need AI. Others need a straightforward integration or a few reliable rules. The problem determines the tools. I use AI-assisted development alongside experience, testing and clear requirements.