
Salesforce Agentforce
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?

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.

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.


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

Sub Document

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

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.

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.

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.

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.

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.

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.

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.