Ally Bank · 2024

    Customer Experience 360

    Big Data Enterprise

    Product Design
    Customer Experience 360 enterprise analytics dashboard preview

    Project

    Opportunity: Ally Bank Enterprise Big Data Customer360 Application

    Ally Bank's current data infrastructure was fragmented, preventing a unified view of customer experiences, data integrity, sales opportunities, product trends, and risk identification across the business. We architected, designed and built an Enterprise Big Data Customer360 Application that consolidated customer and business data into a unified platform. The project is an ongoing project.

    My Role

    As the Product Lead, I became a Product expert on Consumer banking by diving into industry research and best practices for the banking sector, interviewed Business Stakeholders, ideated on business metrics concepts, visual designs and prototypes while Partnering closely with Ally Product Management and Technical Stakeholders.

    Project Length
    6 Month – Ongoing
    Team
    Business Product Owners, Cross Functional Data Engineering, Development and Design Teams.

    My Process

    Design process: business research, user research, ideation, design prototype, and testing

    Pain Points

    • No Enterprise Business Reporting
    • Difficult to troubleshoot customer data
    • Master Data Repository Missing Data
    • Current Solution Does Not Scale
    • Need Decision Making KPI Tool

    How Might We (HMW)

    • HMW offer executives a centralized view of critical business data?
    • HMW enable customer service to access comprehensive customer data?
    • HMW streamline data integration and reporting for data analysts?
    • HMW design a smart search across multiple data use cases?

    Outcome

    Shipped a new custom enterprise customer 360 application that resolves the identified pain points during the first phase of the project. Our team provided Ground up Consulting from Banking KPI research, MVPs and working closely with Business Data Owners to identify and design valuable insights for the bank.

    What We Learned

    It was difficult to find quality references for Customer 360 applications in Large Financial companies due to the applications being behind the firewall and often custom built or architected using multiple tools. Our Competitive and Comparative research required a deeper dive into the business and the industry.

    Research

    5 Whys, User Research, Quantitative, Qualitative

    Banking Industry Research

    Customer Experience (CX) 360

    • What do we need to Discover and Learn?
    • What is Customer Experience 360?
    • How does it impact Banking?
    • Why is it important to Ally?
    • Who is doing it well?
    • What do our internal team experts know?

    Big Data Applications

    • What do we need to Discover and Learn?
    • Why are banks using it?
    • How does it impact Banking?
    • Why is it important to Ally?
    • Who is doing it well?
    • What do our internal team experts know?

    What's Important to Ally

    I didn't have access to C-Level executives to talk to them about what's important to Ally's business, what problems are their highest priority, what business lines are growing, so went to the next best source and studied the last several Annual Reports.

    • What data is important to the executive decision makers?
    • Where are potential risks that need to be tracked?
    • What suggestions can we make that Ally isn't thinking about?
    • What keeps them up at night?
    • What are they excited about?
    Ally 2023 annual report coverAlly 2023 annual report financial tables and definitions

    Archetype Personas – Understand the Users

    CEO

    CEO of Ally BankVisionary Strategist
    Background
    Rebecca has a strong background in finance and banking, having worked her way up through various leadership positions in the industry.
    Traits
    Visionary, strategic thinker, decisive, results-oriented.
    Needs
    1. Access to real-time data and insights to make informed strategic decisions for the overall growth and sustainability of Ally Bank.
    2. Comprehensive financial reports, real-time updates on key performance indicators, insights into market trends, and data-driven recommendations for strategic decision-making.
    Journey
    Rebecca requires a high-level overview of all divisions to assess performance, identify opportunities, and align the organization towards common goals.

    CFO

    CFO of Ally BankAnalytical Steward
    Background
    Michael is a seasoned finance professional with expertise in risk management and financial analysis.
    Traits
    Analytical, detail-oriented, risk-aware, cost-conscious.
    Needs
    1. Detailed financial data and forecasts to ensure fiscal responsibility and optimize resource allocation across all divisions.
    2. Accurate financial statements, forecasts, budget analyses, liquidity management tools, risk assessment reports, and insights into investment opportunities.
    Journey
    Michael seeks in-depth analytics on revenue, expenses, and profitability across different product lines and geographic regions to support budgeting and financial planning.

    EVP Home

    EVP of Ally HomeCustomer-Centric Innovator
    Background
    Jennifer has a background in mortgage lending and a passion for innovation in customer experience.
    Traits
    Customer-centric, innovative, empathetic, adaptable.
    Needs
    Insights into customer behaviors, preferences, and market trends to develop tailored mortgage solutions and enhance customer satisfaction.
    Journey
    Jennifer focuses on understanding the home buying journey, identifying pain points, and implementing technology-driven solutions to streamline processes and improve the customer experience.

    EVP Call Center

    EVP of Call Center OperationsA Pro in Human Relations
    Background
    Henry holds a pivotal role in overseeing the efficiency and effectiveness of the bank's call center operations.
    Traits
    Human Behaviour-centric, Communicator, empathetic, adaptable, Good Listener
    Needs
    Customer Satisfaction, Operational Efficiency, Employee Engagement, Quality Assurance and Continuous Improvement in the operations are some of the things Henry looks out for.
    Journey
    Henry focuses on the needs of different customers. Tries to address their pain points which helps in improving the brand identity of the organization. He also continuously monitors the key metrics for improvements in the operations for smooth functioning.

    EVP Credit

    EVP of Ally CreditRisk Management Pro
    Background
    Sarah has a background in credit risk management and regulatory compliance.
    Traits
    Risk-aware, compliance-oriented, data-driven, strategic.
    Needs
    Comprehensive credit risk analytics and regulatory insights to ensure sound lending practices and compliance with industry regulations.
    Journey
    Sarah focuses on monitoring credit quality, identifying emerging risks, and implementing strategies to mitigate losses while maintaining a balanced portfolio.

    EVP Auto

    EVP of Ally AutoIndustry Expert
    Background
    David has extensive experience in the automotive industry and a deep understanding of consumer trends and preferences.
    Traits
    Industry expertise, customer-focused, collaborative, forward-thinking.
    Needs
    Data on vehicle sales, financing trends, and competitor analysis to drive innovation and maintain a competitive edge in the auto finance market.
    Journey
    David follows the entire lifecycle of auto financing, from vehicle purchase to loan servicing, aiming to optimize processes and offerings to meet customer needs and market demands.

    EVP Deposits

    EVP of DepositsWealth Management Guru
    Background
    Kevin has a background in wealth management and a passion for helping clients achieve their financial goals.
    Traits
    Client-focused, investment-savvy, goal-oriented, ethical.
    Needs
    Data on customer savings habits, investment preferences, and market trends to develop personalized financial solutions and drive deposit growth.
    Journey
    Kevin aims to provide a seamless experience for customers looking to save and invest, leveraging data analytics to offer tailored products and services that align with their financial objectives.

    EVP Investments & Retirement

    EVP Investments & RetirementRetirement Planning Expert
    Background
    Emily has expertise in retirement planning and a commitment to helping clients achieve financial security in their golden years.
    Traits
    Retirement-focused, knowledgeable, empathetic, communicative.
    Needs
    Insights into retirement savings trends, investment performance, and regulatory changes to develop retirement planning strategies and educational resources for clients.
    Journey
    Emily guides clients through the retirement planning process, from setting goals to managing investments, leveraging data analytics to provide personalized advice and support at every stage of their journey.

    User Interviews

    Stakeholder Interviews

    Director Product Management

    • What are your primary business goals?
    • Tell me about your experience using your current solution?
    • How integral is this product in your day to day work?
    • How easy or difficult was it to perform this task?
    • Any challenges encountered while setting up existing tasks?
    • What challenges do you face with your current solution?
    • Complete this sentence: "The biggest challenge my team has with the existing solution is…"
    • How many people work at your current organization?
    • What other solutions have you tried?
    • Complete the following sentence: "With [PRODUCT], I hope that me/my team can…"
    • What are the most important tasks you need to perform when using the existing solution?
    • How often do you perform your tasks and data activities?
    Director Product Management
    Director Product Management

    Stakeholder Interviews

    Senior Director Product Management

    • What are your primary business goals?
    • Tell me about your experience using your current solution?
    • How integral is this product in your day to day work?
    • How easy or difficult was it to perform this task?
    • Any challenges encountered while setting up existing tasks?
    • What challenges do you face with your current solution?
    • Complete this sentence: "The biggest challenge my team has with the existing solution is…"
    • How many people work at your current organization?
    • What other solutions have you tried?
    • Complete the following sentence: "With [PRODUCT], I hope that me/my team can…"
    • What are the most important tasks you need to perform when using the existing solution?
    • How often do you perform your tasks and data activities?
    Senior Director Product Management
    Senior Director Product Management

    Competitor Research

    Functionality, Features, Use Cases and UI Design

    Competitors: Who is doing it right?

    Industry Leaders and Internal Knowledge

    • SAP
    • Informatica CX360
    • Internal Experience CX360
    • Consulting Agencies
    • Salesforce Customer 360
    • Master Data Management SaaS
    Healthcare customer 360 relationship view exampleInformatica Customer 360 solution briefB2B relationships diagramCity healthcare system 360 network visualization

    Deep Dive into Big Data

    Frameworks, Design, UX

    Chart Frameworks

    Review Chart Libraries, Interactions

    • What is our internal developer skillsets?
    • Review Popular Libraries: Recharts, D3, ChartJS, High Charts
    • Pull Ideas and Demo Chart Interactions.
    Recharts line chart documentation with reference linesChart.js stacked bar and line sampleHighcharts core line chart examplesHighcharts core area chart examples

    Design MVP

    Design Ideation

    • Alignment: MVP Designs with Assumptions
    • Align with Industry Best Practices.
    • Include Capabilities Concepts.
    • Identify Banking KPIs for MVP
    Hand-drawn customer insights dashboard sketchMain dashboard layoutMain dashboard layout variation

    High Fidelity Designs

    Analytics, CX360, Search, Data Management Tools (coming)

    Enterprise Analytics Dashboard

    01a. Executive Business KPIs
    Executive business KPIs dashboard
    01b. Individual Retirement KPIs
    Investment analytics dashboard
    01c. Customer Experience 360
    Customer Experience 360 dashboard

    Business Unit Intelligence

    03a. Auto Loans
    Auto loans business unit dashboard with loan volume, prepayment, retention and delinquency charts
    03b. Credit Cards
    Credit cards business unit dashboard with credit limits, sales, payments and collections charts

    Smart Open Search

    04a. Partial Search Results
    Customer search results with column matches panel
    04b. Active/Inactive Accounts
    Search results showing active and inactive customer accounts
    04c. Filters
    Search filters panel with no matches found state

    Customer 360

    05a. Customer 360 Dashboard
    Customer 360 dashboard
    05b. Customer 360 > Accounts
    Customer 360 accounts summary
    05c. Customer 360 > Related Accounts
    Customer 360 related accounts graph

    Figma

    No Figma link added yet