Every project begins with structure. I define user flows, operational logic, system boundaries, and data handling before development starts. Clear definition prevents scope drift, rework, and unpredictable costs.
For businesses that already have a system in place, I do not immediately rebuild. I study the existing structure to identify what breaks, why it breaks, and where logic or workflow failures originate. Only after that analysis do we determine whether restructuring, refactoring, or rebuilding is required.