Grounding AI

B2B companies are spending money on lead generation programs, receiving lists of names, and then discovering that many of those people were never a good fit in the first place.

After hearing this concern repeatedly during the fall trade show season, Donna Peterson takes a closer look at a question every marketing and sales leader should be asking:

Are we actually reaching the right people?

In this episode of Grounding AI, Donna explains why more leads do not necessarily mean better leads, why the source of your audience matters, and how AI can sometimes make the problem worse when it is used to cast a broad net instead of helping us think more carefully about who we are trying to reach.

She also shares a practical way to review your current lead generation programs before investing more money.

In This Episode You’ll hear Donna discuss:

• Why a large lead list can still produce very little business
• What to ask a lead generation provider before starting a campaign
• Why industry-specific publications, associations, and conferences can provide valuable B2B audience insight
• Why brand awareness still matters alongside lead generation
• How AI can help evaluate potential prospects without replacing human judgment
• Why titles and industries alone are often not enough to define a strong target audience
• What to examine when a lead generation campaign produces little or no response

A Practical Step to Take: Before committing to your next lead generation campaign, ask the provider for a small sample of potential leads.

Review 10 to 20 companies carefully.

Look at:

• Fit: Are these actually the types of companies that could use what you offer?
• Source: Where did these names come from, and how was the information collected?
• Relevance: Would your message address something these companies genuinely care about?
• Verification: How often is the audience information reviewed or updated?

Then use AI as a second set of eyes. Ask it to help evaluate which companies appear to be a high, medium, or low fit for your specific product or service.

But do not stop there. You know your customers, your market, and your business better than the AI does. Use that experience to make the final judgment.

About Grounding AI

Grounding AI is a conversation for business leaders trying to understand how AI fits into real-world business decisions, relationships, marketing, and communication. Hosted by Donna Peterson, President of World Innovators, each episode focuses on practical ways to use AI while keeping human experience and judgment at the center. If you are looking for practical conversations instead of AI hype, you are in the right place.

Need Help Reaching the Right B2B Audience?

At World Innovators, we have spent decades helping companies identify specialized B2B audiences and determine the right channels, lists, publications, and messaging to reach them.

*** Reach out to [email protected] if you’d like help building a marketing strategy that builds relationships and/or AI training for individuals or full teams.

*** Visit www.worldinnovators.com for more resources on building stronger marketing and leadership strategies.

*** Subscribe to the Grounding AI podcast for weekly insights into marketing, leadership, and the future of AI.

AI tools are being introduced into companies quickly. But before adding another platform, should B2B leaders first look at how AI is being governed inside the organization?

In this episode of Grounding AI, Donna Peterson speaks with Dr. Islam Gouda about the role AI governance can play in protecting a company's brand, improving decision-making, and helping teams use AI with more purpose.

They discuss why having a human involved does not automatically mean AI is being governed, why companies need shared guidelines, and why businesses should not adopt an AI tool simply because competitors are using it.

The conversation also looks at the balance between AI and human judgment. AI can help people organize ideas, communicate more clearly, and work through business problems, but the thinking and direction still need to come from people.

One practical question to take back to your team:

Before adding another AI tool, ask what specific business problem it solves, what decisions it will influence, and what guidelines should govern how your team uses it.

In this conversation:
• Why rapid AI adoption can create more decisions, not necessarily better decisions
• Why brand guidelines should be part of AI governance
• Why human involvement alone is not enough
• How AI can support brainstorming and business problem-solving
• Why companies should avoid copying another organization's AI strategy
• How to balance AI efficiency with human judgment and original thinking

Grounding AI is a World Innovators podcast for business leaders looking for practical conversations about AI, marketing, communication, trust, and better business decisions.

Subscribe for more grounded discussions about using AI without losing the human thinking behind the work.

*** Reach out to [email protected] if you’d like help building a marketing strategy that builds relationships and/or AI training for individuals or full teams.

*** Visit www.worldinnovators.com for more resources on building stronger marketing and leadership strategies.

*** Subscribe to the Grounding AI podcast for weekly insights into marketing, leadership, and the future of AI.

What would happen if the AI platform your team uses every day disappeared tomorrow?

Would you still have the instructions, messaging, research, ideas, processes, and other company knowledge you have built there?

In this episode of Grounding AI, Donna Peterson shares a simple reminder for B2B leaders: AI can be a useful place to work, but it should not become the only place your company's knowledge lives.

Donna explains why World Innovators has always believed in keeping important business assets in-house, whether that means your customer database, marketing information, company processes, or the knowledge your team is developing with AI.

She also shares a practical weekly backup habit you can use to review what you created with AI and determine what should be saved internally. The goal is not to stop using AI. It is to use AI responsibly while making sure your company can continue operating with confidence if a platform, feature, or tool changes.

In the episode instructions, you will also find a simple AI backup prompt you can adapt for your own company --> https://www.worldinnovators.com/hubfs/AI%20Worksheet%2c%20Give%20Aways/World_Innovators_Weekly_Business_Knowledge_Review.pdf

Grounding AI is a World Innovators podcast for B2B leaders who want practical conversations about AI, marketing, communication, relationships, and better business decisions.

*** Reach out to [email protected] if you’d like help building a marketing strategy that builds relationships and/or AI training for individuals or full teams.

*** Visit www.worldinnovators.com for more resources on building stronger marketing and leadership strategies.

*** Subscribe to the Grounding AI podcast for weekly insights into marketing, leadership, and the future of AI.

Why do AI answers sometimes seem less useful, even as AI tools keep getting better? Before blaming the AI, it may be time to look at the instructions you gave it.

In this episode of Grounding AI, Donna Peterson explains why custom instructions should not be something you set once and forget. Your business changes. Your communication changes. The way you use AI changes. And the AI tools themselves continue to add new capabilities.

Donna shares a practical exercise you can use to review how you've worked with AI over the last 30 days and identify where your custom instructions may need to catch up.

You'll hear how to look for:

• Instructions you find yourself repeating
• Corrections you continually make to AI responses
• Context you're adding to prompts over and over
• Changes in your business, audience, tone, or goals
• Guardrails that may need to be reconsidered as AI gains new features and integrations

Donna also explains why leaders should review permissions and access when AI tools are connected to other applications. The goal isn't to add more AI. It's to make sure the AI you're already using understands how you work today.

A simple place to start: Ask your AI tool to evaluate how you've used it over the last 30 days. What have you repeatedly corrected, added, or asked it to change? Then compare what it finds with your current custom instructions.

If your AI answers aren't as useful as they used to be, the problem may not be the tool. Your instructions may simply need an update.

Grounding AI is a World Innovators podcast for leaders looking for practical ways to use AI to improve communication, build trust, and make better business decisions without losing the human thinking behind the work.

*** Reach out to [email protected] if you’d like help building a marketing strategy that builds relationships and/or AI training for individuals or full teams.

*** Visit www.worldinnovators.com for more resources on building stronger marketing and leadership strategies.

*** Subscribe to the Grounding AI podcast for weekly insights into marketing, leadership, and the future of AI.

Buying AI tools does not mean your team will actually use them.

In this episode of Grounding AI, Donna Peterson talks with Dr. Gleb Tsipursky, CEO of Disaster Avoidance Experts and author of The Psychology of AI Adoption at Work: From Resistance to Results, about why AI adoption is often more of a people issue than a technology issue.

Why do some employees avoid AI? Why are others using it but hesitant to admit it? And what can leaders do to help their teams become more comfortable without forcing change too quickly?

Donna and Gleb discuss the psychology behind AI adoption, the role leadership plays in creating the right culture, and why starting with the right kind of task can make a real difference.

They also look at an important question for every business investing in AI: How do you know if AI is actually helping your company, rather than simply adding another tool?

If your company is introducing AI but struggling to get real participation from the team, this conversation will give you a different way to think about the problem.

In this episode:

• Why employees may resist AI even when the tools are easy to use

Grounding AI | World Innovators

Practical conversations for B2B leaders who want to use AI thoughtfully, improve communication, and keep people at the center of the process.

*** Reach out to [email protected] if you’d like help building a marketing strategy that builds relationships and/or AI training for individuals or full teams.

*** Visit www.worldinnovators.com for more resources on building stronger marketing and leadership strategies.

*** Subscribe to the Grounding AI podcast for weekly insights into marketing, leadership, and the future of AI.

With all the excitement around AI, are we forgetting some of the business lessons that helped us become successful leaders in the first place?

In this episode of the World Innovators Grounding AI Podcast, I talk about something I have been thinking about a lot lately. AI may not be what is creating confusion inside our companies. As leaders, we may be creating some of that confusion ourselves.

We have spent years learning how to lead, communicate, build trust, make decisions, and understand our people. Those lessons still matter when we introduce AI into our businesses.

I look back at lessons from four business books that have influenced how I work:

These books were not written about AI, but the leadership lessons apply.

Before asking your team to use AI, do they understand:

One of the most important things I learned as a swim coach was that you cannot coach everyone the same way. The same applies to AI. Some employees are excited to try every new technology. Others need more time, examples, and guidance. Good leadership means understanding the people on your team and helping each person move in the right direction.

In this episode, I discuss:

A Simple Action to Take at your next team meeting, ask: Why are we using AI in our company?

Then ask: What do we actually want AI to help us accomplish?

Listen to your team's answers. You may find that people are not as aligned as you thought.

AI should not make your business more confusing. Used with clear leadership, good judgment, and the business knowledge your team already has, it should help people work and communicate more effectively.

If your team is trying to determine how AI fits into your business, I would be happy to talk through it with you.

*** Reach out to [email protected] if you’d like help building a marketing strategy that builds relationships and/or AI training for individuals or full teams.

*** Visit www.worldinnovators.com for more resources on building stronger marketing and leadership strategies.

*** Subscribe to the Grounding AI podcast for weekly insights into marketing, leadership, and the future of AI.

Where should B2B leaders draw the line when using AI to create content?

In this episode of Grounding AI, Donna Peterson shares an ethical struggle she has been thinking about as AI makes it easier to generate entire podcasts, blogs, case studies, presentations, and other thought leadership.

Donna uses AI regularly. She trains companies on AI and believes it can be an extremely useful business tool. But there is an important distinction between using AI to organize and communicate your expertise and allowing AI to manufacture expertise that was never yours. For B2B companies with expensive products, complex services, and long sales cycles, that distinction matters. Buyers need to trust that the experience, opinions, case studies, and knowledge associated with your company are real.

Donna discusses how she uses AI for brainstorming, challenging her thinking, organizing ideas, and making her own knowledge easier to communicate without asking AI to do the thinking for her.

She also shares a simple question leaders can use when reviewing AI-assisted content:

Where did the thinking come from? Was it based on your company's actual experience? A real customer? Your research? A real project? Your team's expertise? Your own opinions?

AI should help your company communicate its expertise more effectively. It should not manufacture expertise your company does not have. If your team is using AI for B2B marketing, thought leadership, case studies, blogs, podcasts, or other business communications, this is an important conversation to have.

Grounding AI is presented by World Innovators, helping B2B companies reach the right audiences, communicate clearly, build trust, and use AI responsibly in their marketing and business strategy.

*** Reach out to [email protected] if you’d like help building a marketing strategy that builds relationships and/or AI training for individuals or full teams.

*** Visit www.worldinnovators.com for more resources on building stronger marketing and leadership strategies.

*** Subscribe to the Grounding AI podcast for weekly insights into marketing, leadership, and the future of AI.

AI becomes valuable when it helps people do their real work, not when it simply becomes another tool to manage.

In this episode of Grounding AI, Donna Peterson welcomes Aya Takase, Head of Global Marketing Communications at Rigaku and Vice President of AI Operations, for a practical conversation about helping employees adopt AI in ways that improve communication, decision making, and everyday work.

Instead of discussing the latest AI trends, Donna and Aya focus on real business challenges:

Whether you work in manufacturing, industrial marketing, an association, or another B2B industry, you'll leave with practical ideas you can begin using immediately.

At World Innovators, we believe AI should strengthen communication, support business strategy, and help companies build stronger relationships with their audiences. This conversation demonstrates exactly how thoughtful AI adoption can support those goals.

Subscribe for weekly conversations about practical AI for business leaders.

*** Reach out to [email protected] if you’d like help building a marketing strategy that builds relationships and/or AI training for individuals or full teams.

*** Visit www.worldinnovators.com for more resources on building stronger marketing and leadership strategies.

*** Subscribe to the Grounding AI podcast for weekly insights into marketing, leadership, and the future of AI.

AI is improving quickly. The way we use it should improve too.

In this episode of Grounding AI, Donna Peterson shares a simple weekly system that helps business leaders continuously improve how they use ChatGPT and other large language models.

Instead of chasing every new AI tool, Donna explains how spending just 10 minutes each week reviewing your conversations with AI can help you write better prompts, communicate more clearly, and receive more valuable business insights.

Using her simple Review, Learn, Test framework, you'll discover how AI can become a teacher instead of simply another productivity tool.

If you're a business leader, marketer, manufacturer, association executive, or B2B professional looking to improve your AI skills through real work instead of endless tutorials, this episode is for you.

In this episode you'll learn:

At World Innovators, we believe AI works best when it supports better communication, stronger relationships, and smarter business decisions. This episode demonstrates a practical process any leader can begin using immediately.

Subscribe for weekly conversations about practical AI for business leaders.

*** Reach out to [email protected] if you’d like help building a marketing strategy that builds relationships and/or AI training for individuals or full teams.

*** Visit www.worldinnovators.com for more resources on building stronger marketing and leadership strategies.

*** Subscribe to the Grounding AI podcast for weekly insights into marketing, leadership, and the future of AI.

Donna Peterson has spent more than three decades helping industrial companies communicate more effectively, build stronger relationships, and grow their businesses. Like many experienced professionals, she wondered whether learning AI was really necessary at this stage of her career.

In this episode of Grounding AI, Donna shares why her perspective changed.

Rather than replacing experience, AI can help experienced professionals organize their knowledge, communicate more clearly, create stronger content, and make decades of expertise easier to share with clients and the next generation of employees.

If you've been wondering whether AI is worth learning after years of building your career, this episode offers a practical, grounded perspective without the hype.

You'll learn practical ways to:

Experience still matters. AI simply helps you make more of it.

5 Key Takeaways:

Whether you're an executive, business owner, sales leader, marketer, or experienced professional, this conversation will help you see AI as a practical assistant instead of something that replaces your judgment.

This episode is part of the Grounding AI Podcast from World Innovators, where we explore practical AI strategies for B2B leaders who want to build stronger relationships, communicate more effectively, and grow their businesses.

*** Reach out to [email protected] if you’d like help building a marketing strategy that builds relationships and/or AI training for individuals or full teams.

*** Visit www.worldinnovators.com for more resources on building stronger marketing and leadership strategies.

*** Subscribe to the Grounding AI podcast for weekly insights into marketing, leadership, and the future of AI.