Smart Categorization

Smart Categorization

Smart Categorization

Take Control of Your Spending with Automated Insights

Take Control of Your Spending with Automated Insights

UX/UI design

The Problem:

The Problem:

Access Bank customers using the mobile app find it difficult to track and manage their expenses.

The current UI lacks a smart expense categorization system, making it challenging for users to understand where their money is going.

Why It’s a Problem

  • Users must manually check transaction histories to analyze their spending.

  • No visual breakdown of expenses by category (e.g., food, transportation, shopping).

  • Competitor apps (e.g., Kuda, Opay) offer better financial tracking tools.

  • Many users rely on third-party budgeting apps, reducing engagement with Access Bank’s app.

Challenge

Here are some key impacts:

  • Keeping the interface clean while adding a new feature.

  • Ensuring expense categorization is accurate and automatic.

  • Encouraging users to adopt the new feature instead of external apps.

The Current App design

Possible Solutions:

Smart Expense Categorization: Automatically classifies transactions into categories like Food, Transport, Utilities, etc.

Budgeting Feature: Allows users to set monthly spending limits for each category.

Visual Dashboard: Introduces charts and graphs for easy financial insights.

Why We Chose Smart Expense Categorization

  • Automation & Simplicity: Users don’t need to manually label transactions.

  • Competitive Edge: Helps Access Bank compete with digital-first fintech apps.

  • Scalability: Can be enhanced with AI for personalized spending insights.

The Idea: A Smart Expense Categorization

Help users track and manage spending efficiently

Home Screen

✅ Clicks on “Transaction History”

Discover Smart Categorization

✅ On the Transactions History Page a Modal pop-up

✅ Introducing the feature

✅ Clicks "Explore Now."

Navigating to Smart Categorization

✅ An icon directs you to the filter icon—click on it

✅ Filter Card, Click on the (Yellow Icon). Smart Expense Categorization Displayed

View Expense Breakdown

✅ Pie Chart: Displays total spending categorized

✅ List View of Transactions: Each category expands to show individual transactions.

✅ Sort by week, month, or custom date range

Category Details & Transactions

✅ User Sees:

Breakdown into subcategories:

  • Restaurants – ₦20,000

  • Groceries – ₦10,000

  • Coffee & Snacks – ₦5,000

✅ View list of transactions with date, merchant & payment method

✅ Tap a transaction → View details, re-categorize, or add notes

Adjust & Give Feedback

✅ User Can:

Manually re-categorize transactions

Give feedback: "Did we categorize this right?" (Yes/No)

AI learns and improves future categorization

  • Manually re-categorize transactions

  • Give feedback: "Did we categorize this right?" (Yes/No)

  • AI learns and improves future categorization

Takeaways

Projected Outcome:

  • Users gain better financial awareness, improving their money management.

  • Reduced churn as customers rely more on the Access Bank app for budgeting.

  • Increased engagement, leading to higher usage of other banking services.

KPIs (Key Performance Indicators):

Feature Adoption Rate: Percentage of users utilizing the categorization tool.

Feature Adoption Rate: Percentage of users utilizing the categorization tool.

Engagement Rate: Track how often users check their spending insights.

Customer Feedback: Reviews and ratings mentioning the new feature.

Explore More Work