Case Study Background
Case Study

End of DayReports

Transforming end-of-day reporting for Real Time Technologies through intuitive data visualization, reducing report generation time by 75% and improving data accessibility across teams.

Dashboard DesignData VisualizationEnterprise UX
75%
Faster Reports
40%
Time Saved
4.9
User Rating
Project Overview

The Challenge

Real Time Technologies needed a comprehensive end-of-day reporting dashboard to help their business users access, analyze, and export critical daily metrics. The existing system was fragmented across multiple spreadsheets and legacy tools, making it difficult to get a unified view of daily operations.

The challenge was to create an intuitive, centralized dashboard that would consolidate all EOD data, provide powerful filtering capabilities, and enable users to generate custom reports quickly. The solution needed to handle large datasets while maintaining fast performance and a clean, easy-to-understand interface.

Fragmented Data Sources

Multiple spreadsheets and tools with no unified view

Time-Consuming Reports

Manual data compilation taking hours each day

Limited Filtering Options

No way to quickly drill down into specific data segments

Project Details

ClientReal Time Technologies
Timeline4 Months (Q2-Q3 2024)
My RoleUX/UI Designer
Team1 Designer, 2 Developers, 1 Data Analyst
Tools Used
FigmaVuetify.jsHTMLCSS
Final Design

End of Day Reports Interface

A sleek, data-rich reporting interface with advanced filtering, real-time status updates, and intuitive data visualization

EOD Reports

Real Time Technologies

Dec 1 - 15, 2024
All Regions
All Status
EOD Reports
3 filters active
Total Reports
247
+12%
Completed
231
93.5% rate
Processing
16
Avg. 15 min
Activations
18.4K
+8%
RPT-2024-1547

Dec 15, 2024

Done
Store IDSTR-4521
Activations1,247
Revenue$124.7K
RPT-2024-1546

Dec 14, 2024

Done
Store IDSTR-3847
Activations892
Revenue$89.2K
RPT-2024-1545

Dec 13, 2024

Processing
Store IDSTR-2956
Activations1,034
Revenue$103.4K
1-10 of 247
The Transformation

Before vs. After

Here's what I actually fixed. Not just prettier screens—a complete rethinking of how people get their work done.

The Daily Grind (Every. Single. Day.)

4:30 PM

Start gathering data from 3 different systems

"Where did I save yesterday's file again?"

5:15 PM

Copy-paste data into Excel, fix broken formulas

"Why is this showing #REF! again?"

6:00 PM

Cross-reference numbers, find discrepancies

"These totals don't match. Time to check everything again."

7:15 PM

Finally email the report to managers

"I've missed my kid's soccer games because of this report."

EOD_Report_FINAL_v3_UPDATED_USE_THIS_ONE.xlsx
Messy Excel spreadsheet with broken formulas and sticky notes

Actual user quote:

"I have 7 versions of this file on my desktop. I'm never sure which one is current."

Time Wasted

3+ hours

Every single day, manually compiling data

Error Rate

23%

Of reports had data entry mistakes

Data Delay

1 day

Managers got yesterday's numbers today

Team Morale

Low

"This is the worst part of my job"

What Actually Changed

MetricBeforeAfterImpact
Time per report3+ hours15 minutes95% faster
Error rate23%<1%96% reduction
Data freshness1 day oldReal-timeInstant access
Systems used3 separate tools1 dashboardUnified
Training time2 weeks30 minutes97% faster onboarding
User satisfaction2/109/10350% improvement
Methodology

Design Process

A data-driven approach combining stakeholder research, iterative design, and close collaboration with data analysts to deliver actionable insights.

Phase 01

Stakeholder Interviews

2 Weeks

Conducted in-depth interviews with key stakeholders to understand reporting needs and pain points.

  • Interviewed 12 business users across different departments
  • Analyzed existing reporting workflows and tools
  • Identified 6 critical data points needed daily
  • Documented user personas and use cases
Phase 02

Data Architecture

3 Weeks

Worked with data analysts to understand data sources and define the dashboard structure.

  • Mapped all data sources and relationships
  • Defined key metrics and KPIs for the dashboard
  • Created data flow diagrams
  • Established filtering and aggregation logic
Phase 03

Wireframing & Prototyping

3 Weeks

Designed low and high-fidelity wireframes focusing on data clarity and user efficiency.

  • Created 5 wireframe concepts for dashboard layout
  • Designed interactive Figma prototype
  • Tested 3 different chart visualization approaches
  • Iterated based on stakeholder feedback
Phase 04

Visual Design

4 Weeks

Developed the final UI with warm orange color scheme and clean data visualization.

  • Created comprehensive design system with orange palette
  • Designed responsive layouts for all screen sizes
  • Built reusable chart and table components
  • Ensured WCAG 2.1 AA accessibility compliance
Phase 05

Development & Testing

6 Weeks

Collaborated with developers to implement the dashboard and conducted thorough testing.

  • Implemented responsive React components
  • Integrated with backend data APIs
  • Conducted 2 rounds of usability testing with 10 users
  • Achieved 95% task completion rate in final testing
Interactive Demo

Try the Reports Interface

Experience the actual functionality of the EOD Reports system. Filter, sort, select, and export reports just like the real application.

EOD Reports

Real Time Technologies

Total Reports
8
Completed
6
Processing
1
Total Revenue
$202,500
Report ID
Date
Store ID
Status
Activations
Revenue
Actions
EOD-2024-0012024-12-15STR-4521Completed156$23,400
EOD-2024-0022024-12-15STR-3847Completed203$30,450
EOD-2024-0032024-12-15STR-2956Processing89$13,350
EOD-2024-0042024-12-14STR-1738Completed312$46,800
EOD-2024-0052024-12-14STR-6294Completed178$26,700
EOD-2024-0062024-12-14STR-8103Pending0$0
EOD-2024-0072024-12-13STR-5672Completed245$36,750
EOD-2024-0082024-12-13STR-9415Completed167$25,050
Showing 8 of 8 reports
Smart Filtering

Try filtering by region or status to narrow down results.

Column Sorting

Click any column header to sort data ascending or descending.

Bulk Selection

Select multiple reports for batch export operations.

Impact

Results & Outcomes

The new EOD Reports view delivered significant improvements in efficiency, accuracy, and user satisfaction across the organization.

Before4 hrs
After1 hr

Report Generation Time

75% faster
Before5+
After1

Data Sources to Check

Unified view
Before60%
After95%

Data Accuracy

35% increase
Before3.5
After4.9

User Satisfaction Score

40% increase

Key Learnings

Reports-First Approach

Designing a dedicated reports view instead of embedding in a dashboard allowed for more focused data exploration and better user workflows.

Powerful Filtering

Users needed flexible filtering options to drill down into specific data segments without overwhelming the interface.

Performance Matters

Optimizing data loading and rendering was crucial for handling large datasets while maintaining a responsive user experience.