Dynamic Rules / Workflow Builder
A sanitized professional case study on designing and delivering a rules-driven workflow builder that handled complex client use cases without collapsing into a fragile UI.
Stack
Impact
- Covered 10 plus critical use cases that mattered for early product adoption.
- Turned complex workflow authoring into a more understandable product surface.
- Improved reuse by treating the module as a system, not a collection of edge-case screens.
Rules builders are where weak product structure becomes obvious. If the model is unclear, the UI becomes brittle. If the UI is too permissive, workflows become hard to reason about. If it is too rigid, important client use cases never make it through.
The problem
The product needed a workflow builder that could support a large number of meaningful cases without turning every new rule into custom UI work.
The approach
I pushed toward a systemized module rather than a narrow feature implementation. That meant thinking about the authoring model, the repeatable interaction patterns, and the points where complexity should be absorbed by the system instead of the user.
Outcome
The module supported 10+ critical use cases and became a stronger adoption lever for complex client workflows. More importantly, it reinforced the product direction toward configurable systems instead of hard-coded behavior.
Continue exploring
Tidbits
A featured personal product direction for lightweight note capture, retrieval, and calm information consumption. It anchors the portfolio as a future-facing project rather than a retrospective archive.
View projectProfessional case studySiteSOC
A sanitized case study about building the MVP and core frontend foundations for a monitoring-heavy operational product with multi-screen workflows and video context.
View project