Overview:

This project focused on redesigning a cash flow forecasting experience to better support financial decision-making.

Many finance leaders rely on detailed tables to understand cash position, but these are often difficult to interpret quickly. The goal was to transform a complex forecast table into a clear, decision-focused experience that helps users understand their position, identify changes, and take action.

My Role:

Product Designer

  • Defined the problem and reframed the experience around decision-making
  • Designed an MVP focused on clarity and actionability
  • Created wireframes and structured layouts to improve hierarchy
  • Used AI tools (Google Stitch, ChatGPT) to explore solutions and accelerate ideation
  • Defined assumptions and a validation approach
Tools:
  • Stitch AI
  • Chat GPT
  • Figma
The Problem:

Finance leaders are often presented with detailed cash flow tables that are:

  • Difficult to scan and interpret
  • Lacking clear insights or summaries
  • Not designed for quick decision-making

As a result, key questions are not easily answered:

  • What is the current cash position?
  • What has changed?
  • What action should be taken next?

The Challenge:
  • Balancing detailed financial data with simplicity
  • Supporting fast, high-stakes decision-making
  • Maintaining trust and transparency
  • Reducing cognitive load without removing critical information

Approach:
  • Reframed the experience from a data table to a decision-support tool
  • Identified key user questions and priorities
  • Used AI tools (Google Stitch + prompting) to rapidly explore layout and hierarchy options
  • Generated multiple variations of summaries, groupings, and microcopy
  • Structured the experience around clarity, scannability, and action
  • Defined assumptions and a validation plan
Solution:

The MVP redesign shifts the experience from a static table to a decision-focused interface.

Key improvements:

  • Top-level summary
    • Clear view of current cash position
    • Immediate understanding in seconds
  • Change visibility
    • Highlights what has changed and why
  • Risk indicators
    • Surfaces potential issues early
  • Improved hierarchy
    • Prioritises key information above detailed data
  • Progressive disclosure
    • Allows users to drill into detail when needed
  • Action-oriented design
    • Suggests next steps based on financial context

Outcome:

The redesigned experience enables CFOs to:

  • Understand their financial position in under a minute
  • Identify risks and changes quickly
  • Take informed action with greater confidence

This project demonstrates how complex financial data can be transformed into a clear, actionable product experience by combining strong product thinking, structured design, and AI-assisted exploration.

My Design Process:

I approached this as a product problem, focusing on decision-making rather than UI.

1. Problem framing

  • Reframed the experience from “data table” → “decision-support tool”
  • Identified the key user questions:
    • What’s my current position?
    • What’s changed?
    • What should I do next?

2. Exploration using AI (Stitch + prompting)

To accelerate ideation and explore multiple directions quickly, I used AI tools including Stitch.

I used prompting to:

  • Generate alternative layout structures for financial dashboards
  • Explore different ways to summarise complex data
  • Test variations of hierarchy and grouping
  • Generate microcopy for clearer financial explanations

This allowed me to:

  • Rapidly compare multiple approaches
  • Identify stronger patterns early
  • Reduce time spent on low-value iterations

3. Structuring the experience

  • Defined a clear information hierarchy
  • Introduced summary layers before detailed data
  • Grouped related data for easier scanning
  • Highlighted key changes and risks

4. Assumptions & validation thinking

  • Identified gaps in available data and context
  • Defined key assumptions around user behaviour and priorities
  • Outlined a validation plan focused on:
    • CFO interviews
    • usability testing
    • measuring speed of understanding
Product:

An improved cash flow forecasting experience designed to support faster, more confident financial decision-making.

  • Improves clarity of financial data
  • Reduces time to insight
  • Supports proactive decision-making
  • Aligns with real-world CFO workflows
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