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UX Design | Agentic AI with Agentforce

Year

2025

Role

UX Researcher

UX Writer

UX Designer

Tools

Figma

Salesforce Lightning Design System

Google Docs

Methods

Co-Design

Interview

Introduction

In collaboration with Salesforce, our project explored how Agentic AI can help small business owners in Bloomington, Indiana manage unpredictability such as seasonal demand shifts, local events, and inventory challenges.

About Bloomington

Bloomington, Indiana is a small college town where many local businesses rely on Indiana University's student population for foot traffic and sales. These businesses face sharp fluctuations during school breaks and lack tools to adapt quickly.

Problem

Business owners deal with a lot of complexities on a daily basis. And that is not all. Bigger problems can hit them at any time. Many small business owners in Bloomington are older and prefer simple, familiar tools over complex technology. How we can address unpredictability for small business owners, allowing them to focus on what they love while getting intuitive and accessible information and analysis supported by Agentic AI?

Salesforce Agentforce Problem

How can we address unpredictability for small business owners, allowing them to focus on what they love while getting intuitive and accessible information and analysis supported by Agentic AI?

Persona

While these unpredictable events don't happen all the time, they still deal with unpredictability in their business. Meet Debbie, a small business owner in Bloomington. From fluctuating foot traffic to managing inventory and marketing, she must stay ahead of local events and weather while juggling daily operations.

Salesforce Agentforce Persona

Interview & Co-Design

We want to give Debbie her time back. Instead of asking for smarter dashboards or automation, business owners like her told us they trust their instincts—built over years of experience. What takes up most of their time isn't managing sales or inventory, but keeping up with unpredictable local events, and they want that information delivered in a simple, familiar way.

Salesforce Agentforce Initial Interview Insights
Salesforce Agentforce Co-Design

Why Agentforce?

Agentforce quietly handles mundane and repetitive tasks, delivering timely insights so owners can focus on what truly matters—serving their customers and merchandising.

Main Document

Main document from Salesforce interview

Sub Document

Sub document from Salesforce interview

Solution: Agentic Report

Our solution is a weekly AI-generated report that integrates POS data, event calendars, and local news into a clear, actionable summary. It can be delivered as a visual brief, a voice message, or a phone call—based on the owner's preferences.

 

The agentic report generate simple, customizable summaries that feel familiar—like a Google Doc, newspaper, or magazine—rather than like software.

01

Suggestions

Instead of going back to the POS and implement the suggestions, owners can directly implement these by approving it via the report.

Suggestions
02

Catalog Information

If there is one-off information that might be important to know in the future, we wanted to provide an easy way to save and catalog it.

Catalog Information
03

Pinning to save information

Information isn't the only thing someone might want to save for the future. Formatting, style, and language preferences will be maintained in future reports when pinned.

Pinning to save information
04

Feedback

SBOs emphasized the need for flexibility—by allowing quick edits, the system learns and adapts, creating a report tailored to their preferences over time.

Feedback
05

Flagging unwanted/irrelevant information

We wanted owners to have a quick way to report or flag information that they do not wish too see and provide reason (optional) to keep the system informed.

Flagging unwanted/irrelevant information
06

On the go calls

In the event of an urgent message, a business owner needs to know fast, getting a phone call lets them get all the information they need wherever they are.

On the go calls

Impact

This project empowers small business owners to stay informed and make timely decisions without relying on complex tools or constant monitoring. By turning unpredictable factors like local events, weather, and university activity into clear, personalized summaries, our solution gives owners back valuable time—allowing them to focus on what matters most: their customers and merchandising.

Salesforce Agentforce Storyboard

Reflection

This project taught me that effective design isn't always about adding more features—it's about listening closely and designing with empathy. Working with small business owners reminded me that simplicity, trust, and familiarity are often more valuable than innovation alone, especially when designing with AI for non-technical users.

Explored Concepts & Pivot

Throughout the project, we explored several directions before arriving at our final solution:

  • Store Heatmaps: Explored for midterm, but dismissed due to cost, privacy concerns, and limited benefit for small businesses.
  • Inventory Management Dashboard: Initially considered to support restocking decisions, but most businesses already use Square, making another analytics tool redundant.
  • Proactive AI Assistant (Voice/Call Interaction): Envisioned as a real-time consultant, but scaled back after learning SBOs in Bloomington are hesitant about AI and prefer familiar tools.

 

These explorations shaped our final solution by clarifying what small business owners truly needed—a simple, proactive summary that saves time and minimizes digital complexity.

Let's Chat

I'm always open to new opportunities, or just a friendly chat!