Can it work?
Architecture tests the data, integrations, operating constraints and implementation path.
How I work
Understand. Design. Build. Deliver.
The same four phases apply whether the system is an ERP, an operational platform or an AI workflow. Timing depends on the work.
Four phases
One line from problem to handover.
- 01
Phase 1
Understand
I start by naming the operational problem, who it affects and why it matters now. I talk to the people doing the work and look at the tools and data they use today. Operational reality becomes clear, testable requirements. We decide what to build first and what can wait.
- Business Problem
- Discovery
- Requirements
- Product Strategy
- 02
Phase 2
Design
I design the data, integrations and workflows before code begins. Screens are shaped around the tasks people repeat every day.
- Architecture
- UI/UX
- 03
Phase 3
Build
The application, integrations and business logic are built and tested. Where it helps, AI is added with a human review step.
- Development
- AI Integration
- 04
Phase 4
Deliver
The system is released with care for existing data and continuity. The team receives a system they can run, with documentation and handover.
- Deployment
- Delivery
Behind the method
Two questions, one system.
Will it work for people?
Product and UI/UX decisions follow the real tasks, reviews and handovers of daily operations.
