Designing a Compliance-Critical Dashboard for High-Risk Data Operations
Project Overview :
This project involved designing an enterprise dashboard for compliance-critical workflows where users make high-risk, irreversible decisions based on large volumes of data and AI-assisted outputs.
Web Dashboard (Enterprise / B2B)
Timeline :
~4 months
Role :
Senior UI/UX Designer
Industry :
Product Management, Engineering, QA
Problem Statement :
The platform needed to support:
Compliance-sensitive workflows
High-risk approvals and escalations
Role-based access and visibility
AI-generated insights requiring human oversight
Any ambiguity could result in serious operational or legal risk.
Objectives, Constraints & Trade-offs :
Objectives :
Confident, defensible decision-making
Clear system states and progress
Multi-role support in a single dashboard
Constraints :
Strict security and compliance rules
Irreversible actions
Complex data state transitions
My Role & Responsibilities :
I led the end-to-end UX, including:
Information architecture for complex workflows
Role-based visibility and permissions
Scalable layout and component systems
High-fidelity UI and interaction states
Key UX Insights & Design Strategy :
Insights :
Confidence matters more than speed
High-risk actions require context and confirmation
AI outputs need clarity, not mystery
Strategy :
Operational (not reporting) dashboard design
Explicit confirmation patterns
Progressive disclosure for sensitive data
Design Execution :
Role-aware overview screens
Review-focused tables with state indicators
Confirmation flows for irreversible actions
Clear error and exception states
Impact & Learnings :
Impact :
Reduced cognitive load in high-risk workflows
Improved clarity at decision points
Enabled compliant, confident operations
Learnings :
In high-risk systems, UX is about responsibility, not richness.
Designing a Compliance-Critical Dashboard for High-Risk Data Operations
Project Overview :
This project involved designing an enterprise dashboard for compliance-critical workflows where users make high-risk, irreversible decisions based on large volumes of data and AI-assisted outputs.
Web Dashboard (Enterprise / B2B)
Timeline :
~4 months
Role :
Senior UI/UX Designer
Industry :
Product Management, Engineering, QA
Problem Statement :
The platform needed to support:
Compliance-sensitive workflows
High-risk approvals and escalations
Role-based access and visibility
AI-generated insights requiring human oversight
Any ambiguity could result in serious operational or legal risk.
Objectives, Constraints & Trade-offs :
Objectives :
Confident, defensible decision-making
Clear system states and progress
Multi-role support in a single dashboard
Constraints :
Strict security and compliance rules
Irreversible actions
Complex data state transitions
My Role & Responsibilities :
I led the end-to-end UX, including:
Information architecture for complex workflows
Role-based visibility and permissions
Scalable layout and component systems
High-fidelity UI and interaction states
Key UX Insights & Design Strategy :
Insights :
Confidence matters more than speed
High-risk actions require context and confirmation
AI outputs need clarity, not mystery
Strategy :
Operational (not reporting) dashboard design
Explicit confirmation patterns
Progressive disclosure for sensitive data
Design Execution :
Role-aware overview screens
Review-focused tables with state indicators
Confirmation flows for irreversible actions
Clear error and exception states
Impact & Learnings :
Impact :
Reduced cognitive load in high-risk workflows
Improved clarity at decision points
Enabled compliant, confident operations
Learnings :
In high-risk systems, UX is about responsibility, not richness.
Designing a Compliance-Critical Dashboard for High-Risk Data Operations
Project Overview :
This project involved designing an enterprise dashboard for compliance-critical workflows where users make high-risk, irreversible decisions based on large volumes of data and AI-assisted outputs.
Web Dashboard (Enterprise / B2B)
Timeline :
~4 months
Role :
Senior UI/UX Designer
Industry :
Product Management, Engineering, QA
Problem Statement :
The platform needed to support:
Compliance-sensitive workflows
High-risk approvals and escalations
Role-based access and visibility
AI-generated insights requiring human oversight
Any ambiguity could result in serious operational or legal risk.
Objectives, Constraints & Trade-offs :
Objectives :
Confident, defensible decision-making
Clear system states and progress
Multi-role support in a single dashboard
Constraints :
Strict security and compliance rules
Irreversible actions
Complex data state transitions
My Role & Responsibilities :
I led the end-to-end UX, including:
Information architecture for complex workflows
Role-based visibility and permissions
Scalable layout and component systems
High-fidelity UI and interaction states
Key UX Insights & Design Strategy :
Insights :
Confidence matters more than speed
High-risk actions require context and confirmation
AI outputs need clarity, not mystery
Strategy :
Operational (not reporting) dashboard design
Explicit confirmation patterns
Progressive disclosure for sensitive data
Design Execution :
Role-aware overview screens
Review-focused tables with state indicators
Confirmation flows for irreversible actions
Clear error and exception states
Impact & Learnings :
Impact :
Reduced cognitive load in high-risk workflows
Improved clarity at decision points
Enabled compliant, confident operations
Learnings :
In high-risk systems, UX is about responsibility, not richness.