INTRO

INTRO

Integrating machine learning tools for better financial management

Chase, officially known as JPMorgan Chase Bank, is an American national bank and considered one of the largest banking institutions in the US. Chase has expanded its services to include retail banking, commercial banking, asset management, investment banking, and many more. Chase also brings a lot of innovative approaches to banking technology, particularly its mobile banking app. The aim of this project is to understand how Chase can leverage its banking app to provide services to its customers and improve the user experience.

Integrating machine learning tools for better financial management

Chase, officially known as JPMorgan Chase Bank, is an American national bank and considered one of the largest banking institutions in the US. Chase has expanded its services to include retail banking, commercial banking, asset management, investment banking, and many more. Chase also brings a lot of innovative approaches to banking technology, particularly its mobile banking app. The aim of this project is to understand how Chase can leverage its banking app to provide services to its customers and improve the user experience.

Role

Role

Role

Product Designer Researcher

Product Designer Researcher

Product Designer Researcher

Deliverables

Deliverables

Deliverables

Product Feature

Product Feature

Product Feature

Tools

Tools

Tools

Figma, Zoom, ChatGPT, Photoshop, Illustrator

Figma, Zoom, ChatGPT, Photoshop, Illustrator

Figma, Zoom, ChatGPT, Photoshop, Illustrator

Skills

Skills

Skills

User research, information Architecture, Wireframing, Branding, Prototyping, User testing

User research, information Architecture, Wireframing, Branding, Prototyping, User testing

User research, information Architecture, Wireframing, Branding, Prototyping, User testing

CHASE ICON
CHASE ICON
CHASE ICON

CHALLENGE

Traditional banking apps often lack the sophistication to efficiently handle complex customer inquiries and provide personal assistance.

Financial management looks different for everyone due to the variety of needs, goals, overall spending habits, and income. Thus, using a single type of tool to accommodate all these different users can create an experience that is tiresome, daunting, and forces them to go elsewhere to find what they need.

THE APPROACH

Do you like budgets? How many apps do you use for your finances?

The first step for this project was to understand how users go about managing their finances, what tools they use, and how they feel about financial management.

Organize, organize, organize

A study of the site map was conducted to understand how the current platform works, identify redundancies, and determine how a new feature would fit within the existing ecosystem.


THE SOLVE

Integrate machine learning and AI tools to help users get a better understanding of the finances

InSights, a new feature added to the Chase banking app, focuses on making financial management easier for users. A quick assessment creates an InSights tab where all queries about the user’s personal finances can be found. Here, users can use predictive analysis tools, machine learning, and an AI assistant to gain valuable insights into their spending habits, track their budgets effortlessly, and plan for a brighter financial future.