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Automation · Active

Business process automation and customer dashboards

An umbrella project for simplifying workflows, improving visibility and building practical AI-supported tools.

Role: Builder and adviserPeriod: Current
Automation

The problem

Many companies try to add automation before clarifying ownership, decisions and the actual path of work.

The approach

The work starts with process mapping and simplification, then moves into dashboards, automation and narrow AI where they remove real friction.

The standard

A useful tool should make the next decision clearer or remove unnecessary work. Otherwise it is decoration.