Transforming Complex Decision Systems
Transforming Complex Decision Systems
into No-Code Workflow Platforms
into No-Code Workflow Platforms
Embedded Files
Redesigned a complex internal decisioning ecosystem into a scalable no-code platform that enabled business teams to configure workflows independently, without engineering support.
Redesigned a complex internal decisioning ecosystem into a scalable no-code platform that enabled business teams to configure workflows independently, without engineering support.
Role
Role
Senior Product Designer (Lead Ownership)
Scope
Scope
Research, Information Architecture, UX Architecture, Workflow Design, Design System, Cross-team Alignment
Duration
Duration
Multi-phase Product Evolution
Stakeholders
Stakeholders
CEO, Product Owner, Solution Architect, Engineering & Frontend Teams, Cross-functional Product Teams
The Challenge
The Challenge
The platform originally functioned as an engineering-heavy internal decisioning system built primarily for technical users. Business teams were highly dependent on engineers to configure workflows, which limited scalability and slowed down operations.
The challenge was to transform this system into a user-friendly, no-code platform for building and managing decision workflows independently.
The challenge was to transform this system into a user-friendly, no-code platform for building and managing decision workflows independently.
Designing the System Around Real User Behavior
Designing the System Around Real User Behavior
Understanding user roles, workflows, and adoption barriers
Understanding user roles, workflows, and adoption barriers
I synthesized research insights into role-based personas representing key platform users: operational analysts, low-code builders, and business administrators.
These personas directly informed onboarding simplification, workflow customization patterns, reusable logic design, and predictable, confidence-building interactions for non-technical users.
Journey mapping from onboarding to scale
Journey mapping from onboarding to scale
To understand how users adopt and interact with the platform over time, I mapped the full journey from initial onboarding to workflow configuration, integrations, testing, and long-term usage. This helped identify key friction points, emotional drop-offs, and complexity peaks across the experience.
What the journey revealed
What the journey revealed
The journey revealed that complexity was not isolated to a single feature but accumulated across multiple stages of the experience. Users faced the highest friction during initial setup, integration with external systems, and configuring decision logic for the first time. These insights directly influenced the need for guided onboarding, reusable workflow patterns, clearer system structure, and improved support for non-technical users.
These findings led to a restructuring of the platform’s information architecture, navigation model, and reusable marketplace structure to better align with user mental models.
Restructuring information architecture for scale
Restructuring information architecture for scale
To reduce cognitive overload and align the platform with user mental models, I restructured the information architecture around clearer domains, reusable workflows, and a marketplace layer.
From card sorting to domain-based platform structure
From card sorting to domain-based platform structure
The workshop revealed how users naturally grouped workflows, reusable components, and collaboration spaces.
These insights shaped a clearer information architecture built around Marketplace, Organization, and Workspace domains, improving discoverability and reducing onboarding friction.
Key outcomes
faster navigation
clearer domain ownership
lower onboarding friction
Designing a scalable system: from architecture to real workflows
Designing a scalable system: from architecture to real workflows
I translated high-level information architecture into concrete user interactions, ensuring that structural decisions are reflected in real workflows.
Defining the system structure across organizations, solutions, and reusable components.
↓ From structure to interaction
The component system was designed to translate complex logic into structured, user-friendly interactions.
Translating structure into UI patterns
Translating structure into UI patterns
Based on the defined information architecture, I designed consistent UI patterns that make complex workflows easier to build and manage.
This structure enables scalable and predictable user flows.
Designing real workflows with the system
Designing real workflows with the system
I designed a system that translates complex business logic into clear and consistent user interactions. Using this system, I created real user workflows that reflect both business logic and technical constraints. The system components were structured to support real decision-making flows, not just individual UI elements.
Key elements of the system:
Key elements of the system:
Color system
Ensures visual consistency across all components and states.
Typography & iconography
Defines hierarchy and improves readability in complex workflows.
Applying the system in real scenarios
Applying the system in real scenarios
User interviews helped validate assumptions and identify opportunities to simplify flows and improve decision-making.
Based on these insights, I defined key user groups and their needs.
Different user groups required different levels of control, flexibility, and abstraction, which directly influenced the system design.
These differences directly shaped how workflows were structured.
Based on user needs and system constraints, workflows were structured into clear, step-by-step flows
From system to real product experience
From system to real product experience
The final interface brings together system logic, user needs, and business constraints into a clear and intuitive experience.
A unified product experience across web and mobile, built on a scalable system.
Flexible system for building workflows
Users can quickly assemble interfaces using reusable components, reducing complexity and increasing speed.
Consistent UI patterns across real scenarios
The system ensures a predictable and clear user experience across different flows and use cases.
From complexity to clarity. A system that scales with both business and user needs.
Designed to handle complex workflows. The system supports advanced logic, data structures, and integrations while maintaining clarity for users.
Impact
By introducing reusable components and structured workflows, the product became faster to scale, easier to maintain, and simpler for users to navigate.
Reduced design iteration time through reusable components
Increased consistency across the product experience
Simplified complex business flows for non-technical users
Enabled scalable and flexible workflow configuration
Strengthened collaboration between design and development teams
From complexity to clarity. A system designed to scale with both business and user needs.
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