Practical AI Use Cases for Businesses

03/28/25 • 50 min

3 Listeners

Start Small, Think Big - A podcast and newsletter that guides you on your AI and Automation journey.

Start Small, Think Big: Episode 0003 - Show Notes

Follow the SSTB Newsletter - ⁠⁠⁠⁠https://www.linkedin.com/newsletters/7305986878653022210/⁠⁠

Welcome to this edition of Start Small, Think Big, your essential companion on the journey to practical AI adoption. In Episode 0003, we're cutting through the buzz to explore real-world, practical AI use cases across industries such as construction management, manufacturing, and more. Our hosts highlight critical considerations in data privacy, security, and governance, while sharing actionable insights from the recent Microsoft AI Tour. Discover how starting small, fostering cross-departmental collaboration, and focusing on practical implementations can lead to meaningful results and help democratize technology.

Ready to unlock AI’s potential for your business? Let's dive in!

Keywords

AI, practical use cases, data privacy, Microsoft AI Tour, automation, construction management, manufacturing, safety, governance, collaboration

Summary

In this episode of the Start Small Think Big podcast, the hosts discuss practical AI use cases in business, emphasizing the importance of data privacy, security, and foundational steps for implementing AI solutions. They share insights from the Microsoft AI Tour, explore automation in various industries, and highlight the significance of cross-departmental collaboration. The conversation also touches on governance and security in AI, encouraging listeners to start small and scale their AI initiatives effectively.

Takeaways

AI is a buzzword, but practical use cases are essential.
Data privacy and security are critical concerns in AI.
Microsoft's Copilot can significantly boost productivity.
Starting small with AI can lead to larger implementations.
Automation can save significant time in business processes.
Effective data collection is crucial for AI success.
AI can enhance safety measures in manufacturing.
Cross-departmental collaboration is vital for AI projects.
Governance should not hinder AI implementation.
Democratizing technology allows smaller businesses to compete.
Unlocking Practical AI Use Cases
Navigating Data Privacy in AI
"AI is everywhere, but how do we use it?"
"Start small, measure, and scale it."
"Democratizing technology is our goal."

Titles

Unlocking Practical AI Use Cases
Navigating Data Privacy in AI

Sound Bites

"AI is everywhere, but how do we use it?"
"Start small, measure, and scale it."
"Democratizing technology is our goal."

Chapters

00:00 Introduction to Practical AI Use Cases

02:34 Data Privacy and Security Concerns

05:35 Microsoft AI Tour Insights

08:29 Understanding Agentic AI

11:22 Practical AI Implementations for Business

13:55 Real-World AI Use Case in Construction Management

20:52 The Importance of Accurate Data Collection

22:13 Automation and AI in Data Management

24:55 Streamlining Data Entry with AI Agents

26:11 Calculating ROI in Project Management

27:25 Identifying Pain Points in Technology Adoption

30:14 Cross-Departmental Collaboration for Effective Solutions

32:28 AI Applications in Health and Safety

36:09 Vision Learning in Manufacturing Processes

38:33 Proactive Safety Measures with AI

41:44 Understanding AI Model Training Costs

44:48 Governance and Security in AI Implementation

46:52 Building an MVP for AI Solutions

https://lintr.ee/digitalmeld

We build tools that save businesses time and money by helping them unlock their greatest potential and achieve growth through data, automation, and AI-powered solutions.

Start Small, Think Big: Episode 0003 - Show Notes

Follow the SSTB Newsletter - ⁠⁠⁠⁠https://www.linkedin.com/newsletters/7305986878653022210/⁠⁠

Ready to unlock AI’s potential for your business? Let's dive in!

Keywords

AI, practical use cases, data privacy, Microsoft AI Tour, automation, construction management, manufacturing, safety, governance, collaboration

Summary

Takeaways

AI is a buzzword, but practical use cases are essential.
Data privacy and security are critical concerns in AI.
Microsoft's Copilot can significantly boost productivity.
Starting small with AI can lead to larger implementations.
Automation can save significant time in business processes.
Effective data collection is crucial for AI success.
AI can enhance safety measures in manufacturing.
Cross-departmental collaboration is vital for AI projects.
Governance should not hinder AI implementation.
Democratizing technology allows smaller businesses to compete.
Unlocking Practical AI Use Cases
Navigating Data Privacy in AI
"AI is everywhere, but how do we use it?"
"Start small, measure, and scale it."
"Democratizing technology is our goal."

Titles

Unlocking Practical AI Use Cases
Navigating Data Privacy in AI

Sound Bites

"AI is everywhere, but how do we use it?"
"Start small, measure, and scale it."
"Democratizing technology is our goal."

Chapters

00:00 Introduction to Practical AI Use Cases

02:34 Data Privacy and Security Concerns

05:35 Microsoft AI Tour Insights

08:29 Understanding Agentic AI

11:22 Practical AI Implementations for Business

13:55 Real-World AI Use Case in Construction Management

20:52 The Importance of Accurate Data Collection

22:13 Automation and AI in Data Management

24:55 Streamlining Data Entry with AI Agents

26:11 Calculating ROI in Project Management

27:25 Identifying Pain Points in Technology Adoption

30:14 Cross-Departmental Collaboration for Effective Solutions

32:28 AI Applications in Health and Safety

36:09 Vision Learning in Manufacturing Processes

38:33 Proactive Safety Measures with AI

41:44 Understanding AI Model Training Costs

44:48 Governance and Security in AI Implementation

46:52 Building an MVP for AI Solutions

https://lintr.ee/digitalmeld

We build tools that save businesses time and money by helping them unlock their greatest potential and achieve growth through data, automation, and AI-powered solutions.

Previous Episode

Mastering Your Data for Effective Automation and AI

3 Recommendations

Start Small, Think Big: Episode 0002 - Show Notes

Follow the SSTB Newsletter - ⁠⁠⁠⁠⁠https://www.linkedin.com/newsletters/7305986878653022210/⁠⁠⁠

Summary

In this episode of Start Small Think Big, the hosts discuss the critical role of data mastery in leveraging AI and automation for business growth. They explore the foundational aspects of AI, the current trends in the industry, and practical applications of automation tools. The conversation emphasizes the importance of data governance and the need for businesses to treat data as a strategic asset. The hosts encourage listeners to start small with automation and to recognize the value of their data in driving efficiency and innovation.

Keywords

data mastery, AI automation, OpenAI tools, energy solutions, predictive analytics, business growth, automation strategies, data insights, technology trends, small business innovation, technology, automation, data integration, AI, open source, data governance, communication, continuous learning, CQRS, Microsoft 365

Takeaways

Data is the foundation of everything for AI and automation.
Mastering your data is essential for effective automation.
AI is not going away; it's a matter of time before it's figured out.
Nuclear energy is seen as a bridge to renewable energy solutions.
Small businesses can leverage AI tools to compete with larger enterprises.
Data governance is crucial for ensuring data integrity and security.
Start small with automation to build confidence and exposure.
Communication within organizations is key to understanding data needs.
Your data is an asset that can drive growth and efficiency.
The future of AI will require a blend of technology and human insight.

Titles

Mastering Data for AI Success
The Power of Data in Automation

Sound Bites

"Data is the new oil, the new gold."
"Start small, think big."
"You can automate your inbox easily."

Chapters

00:00 Introduction to Data Mastery and AI

01:30 Foundations of AI and Current Trends

06:56 The Power Problem and Energy Solutions

09:53 OpenAI's New Tools and Their Impact

12:27 Mastering Data for Effective Automation

19:24 Practical Automation Strategies for Businesses

23:04 Leveling the Playing Field in Technology

23:30 Understanding CQRS and Data Integration

25:05 Starting Small: Automating Everyday Tasks

26:08 Consolidating Data: Practical Approaches

27:16 Open-Source Solutions in Data Management

28:17 The Future of AI and User-Friendly Interfaces

30:32 Learning and Adapting in a Rapidly Changing Tech Landscape

34:07 The Importance of Communication in Organizations

35:34 Data as a Strategic Asset

41:10 Data Governance and Security

42:49 Embracing Change and Continuous Learning

45:54 Challenges and Opportunities in Automation

https://lintr.ee/digitalmeld

We build tools that save businesses time and money by helping them unlock their greatest potential and achieve growth through data, automation, and AI-powered solutions.

Next Episode

AI in Education with Texas A&M Mays Business School Assistant Dean of AI, Arnold Castro

2 Recommendations

Start Small, Think Big: Episode 0004 - Show Notes

Follow the SSTB Newsletter - ⁠⁠https://www.linkedin.com/newsletters/7305986878653022210/⁠

In this episode of Start Small, Think Big, we explore the transformative power of AI in education and business with special guest Arnold Castro, Assistant Dean of AI at Texas A&M’s Mays Business School. Arnold shares exciting insights about Texas A&M's groundbreaking initiatives designed to prepare students for an AI-driven workforce. Discover how embracing AI, improving data quality, and understanding emerging technologies like agentic AI can position educational institutions and businesses alike for future success.Dive into the conversation and learn why now is the time to adapt and thrive in an increasingly AI-focused world!

Summary

In this episode of the Start Small Think Big podcast, host Brad Groux and guests Robert Groux, Carrie Hundley, and Arnold Castro discuss the transformative role of AI in education and business. Arnold, the Assistant Dean of AI at Texas A&M's Mays Business School, shares insights on the initiatives being launched to prepare students for an AI-driven workforce. The conversation covers the importance of data, the concept of agentic AI, and the unique position of Texas A&M in leading AI education. The guests emphasize the need for businesses and educational institutions to embrace AI, train their workforce, and adapt to the changing landscape to remain competitive.

Keywords

AI, education, business, automation, data science, agentic AI, Texas A&M, Mays Business School, technology adoption, workforce development

Takeaways

AI is transforming education and business processes.
Texas A&M is leading in AI education initiatives.
Data quality is crucial for effective AI implementation.
Agentic AI represents a new frontier in automation.
Training existing employees on AI is essential for success.
The youth are eager to learn and adapt to AI technologies.
Businesses must embrace change to stay competitive.
Integrators will be key in the future workforce.
AI can enhance productivity and efficiency in various roles.
Collaboration between IT and business leaders is vital for AI adoption.
Harnessing AI in Education and Business
The Future of AI: Insights from Texas A&M
"Don't be afraid of AI, embrace it."
"AI can help you do more with less."
"Embrace change, don't resist it."

Titles

Harnessing AI in Education and Business
The Future of AI: Insights from Texas A&M

Sound Bites

"Don't be afraid of AI, embrace it."
"AI can help you do more with less."
"Embrace change, don't resist it."

Chapters

00:00 Introduction to the Podcast and Guests

00:52 Arnold Castro's Background and Role at Texas A&M

04:42 AI Initiatives and Competitions at Mays Business School

14:01 The Impact of AI on Education and Business

21:02 Understanding Agentic AI and Its Implications

26:08 Texas A&M's Unique Position in AI Education

28:28 Elevating Mesa Business School and A&M's Initiatives

35:37 Embracing AI in Education

39:23 The ROI of Automation and AI

49:20 Bridging the Gap: Leadership and Ground-Level Perspectives

01:00:34 Preparing the Next Generation for an AI-Driven Future

01:05:36 Reflections on the Conversation with Arnold

01:06:19 Looking Ahead: Future Collaborations and Events

01:06:45 Embracing AI: Insights from Arnold Castro

01:07:08 Closing Thoughts and Next Week's Topic

https://lintr.ee/digitalmeld

We build tools that save businesses time and money by helping them unlock their greatest potential and achieve growth through data, automation, and AI-powered solutions.