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Writings from Dr. Perry D. Drake, Chair Marketing and Entrepreneurship

Writings from the Desk of Dr. Perry D. Drake, Chair Marketing and Entrepreneurship

Friday, November 14, 2025

AI Tools and Projects Every Business Students Should be Showcasing Now!

 

AI Tools & Projects Every Business Student Should Be Showcasing in 2025

Whether you're majoring in accounting, marketing, management, or supply chain, one thing is clear: AI fluency is no longer optional—it’s becoming a baseline skill for business professionals.


The good news? You don’t need to be a coder or data scientist to stand out. What employers want is simple:

  • You’ve actually used AI

  • You know its limitations

  • You can use it to work smarter, faster, and more strategically

This guide breaks down the best AI tools to learn and the exact types of projects you can showcase to make your resume, portfolio, or LinkedIn profile shine.


🌟 The Core AI Tools Every Business Student Should Know

1. ChatGPT or Claude (Conversational AI)

Think of these as your always-available research assistant, writing coach, and idea generator.

Projects Students Can Showcase

Accounting:

  • Built Excel formulas for variance analysis with AI guidance

  • Created a Python script (with AI assistance) to categorize journal entries

Marketing:

  • Designed three messaging angles for a mock product launch

  • Used AI to A/B test ad copy variations

Management:

  • Created a vendor selection decision tree with weighted criteria

  • Built an AI-assisted scorecard model for evaluating suppliers

Supply Chain:

  • Analyzed a supply chain disruption case and generated five contingency scenarios


2. Microsoft Copilot (AI inside Word, Excel, PowerPoint)

If your school uses Microsoft 365, you might already have access.

Projects Students Can Showcase

  • Analyzed three years of sales data to identify seasonal trends

  • Automated quarterly business review slide decks

  • Built meeting summaries that extract action items and owners


3. Google Gemini/Bard

Great for research, data organization, and strategic analysis.

Projects Students Can Showcase

  • Conducted competitive analysis across five retail companies

  • Connected Gemini to Google Sheets to auto-compile research data


🔧 AI Tools & Example Projects by Major


📊 Accounting & Finance

Tools to Learn:
ChatGPT/Claude, Excel with AI add-ins, Jasper.ai, Copy.ai

Portfolio-Worthy Projects:

  • Built a 3-statement model with AI-assisted formula validation

  • Simulated fraud detection by flagging unusual transactions

  • Automated bank reconciliation using Python with AI support

  • Generated MD&A narratives from raw financials


📣 Marketing

Tools to Learn:
ChatGPT/Claude, Midjourney or DALL·E, Jasper.ai, HubSpot AI

Portfolio-Worthy Projects:

  • Created a 15-post social media campaign with AI-generated visuals

  • Designed three customer personas using AI analysis of reviews

  • Built an email drip campaign and A/B tested subject lines

  • Produced SEO-optimized blogs and tracked keyword improvements


👥 Management & HR

Tools to Learn:
ChatGPT/Claude, Notion AI, Grammarly Business, Otter.ai

Portfolio-Worthy Projects:

  • Redesigned an onboarding process by identifying gaps with AI

  • Built a performance review framework with competency models

  • Created a communication plan for a mock merger

  • Developed a conflict resolution decision tree


🚚 Supply Chain & Operations

Tools to Learn:
ChatGPT/Claude, Python with AI assistance, Tableau with AI insights

Portfolio-Worthy Projects:

  • Built a demand forecasting model with AI-guided statistical methods

  • Optimized a warehouse layout and reduced picker travel time

  • Developed a supplier risk matrix using 20+ AI-researched factors

  • Simulated transportation problems and compared optimization methods


⚡ Universal “Power Projects” That Impress Any Employer

1. AI-Assisted Case Study Analysis

Take a case (HBR, Ivey, coursework) and use AI to:

  • Extract key issues

  • Evaluate alternatives

  • Build a recommendation framework

  • Show your prompts and validation steps


2. Mini Process Automation Portfolio

Example:

“I identified three repetitive tasks in my internship and automated them using AI + no-code tools, saving 4 hours per week.”


3. Data Analysis Showcase

  • Pull real datasets (Kaggle or government data)

  • Use AI to guide analysis and visualization

  • Present business insights


4. Personal AI Learning Blog or LinkedIn Series

Demonstrate your growth mindset:

  • Share “Before AI vs. After AI” examples

  • Post prompts you’ve tested

  • Reflect on what worked and what didn’t


🎤 How to Talk About AI in Interviews

Say This:

✔️ “I use AI as a thought partner, but I always validate outputs.”
✔️ “I built a project where AI handled routine tasks so I could focus on analysis.”
✔️ “I experiment with AI tools to increase productivity by X%.”

Avoid Saying:

❌ “AI does my work for me.”
❌ “I just used whatever ChatGPT gave me.”
❌ “I don’t understand AI, but it’s cool.”


🌈 The Project That Gets Recruiters’ Attention

The “Before AI vs. With AI” Comparison Project

  1. Choose a real assignment

  2. Document your traditional approach

  3. Show how AI made it faster or better

  4. Reflect honestly on the limitations

Example:

“A competitor analysis used to take me 8 hours. Using AI-assisted research, I delivered a deeper analysis in 2.5 hours and spent more time on strategic insights instead of data gathering.”


🧭 A Simple Message for Every Business Student

Employers aren’t expecting AI experts.
They’re expecting curious, adaptable problem-solvers.

Show that you:

  1. Know how to use AI

  2. Understand how to check its work

  3. Can apply it to real business problems

If you can do that—even at a basic level—you’re already ahead of 90% of job applicants.


🎒 Final Thought for Students

AI isn’t here to replace you.
It’s here to supercharge you.

“AI is like a calculator. You still need to understand the math—AI just makes you faster. It’s the same in business: you still need to think. AI simply helps you think better.”

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