Your First AI Win: Automate What You Hate

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In this episode, Esther Angell shares a grounded approach to adopting AI without hype or overwhelm. The conversation focuses on starting with real business problems, using the tools you already have, and improving efficiency without losing trust or human connection. Esther explains where AI delivers real value for small teams, the risks of misuse, and why culture matters as much as capability. The core message is simple: solve the work nobody wants to do, move fast, and stay purposeful as AI adoption accelerates.

👉 Full Show Notes
https://www.microsoftinnovationpodcast.com/808

🎙️ What you’ll learn   

• How to identify the right problems before introducing AI 
• Where small businesses can gain real efficiency with AI 
• Why overusing AI can damage trust and customer experience 
• How to reduce risk when using free and built-in AI tools 
• Practical ways to start small and fail fast with AI initiatives 

✅ Highlights 

• “You can't be in a state of curiosity and judgment at the same time.” 
• “AI shouldn’t be your decision-making platform.” 
• “We still have people making those buying decisions.” 
• “Most folks are using it, but at a preference level.” 
• “What tools do you own, and are you using them?” 
• “Content is great, but it can get you into trouble.” 
• “People are doing business with a small business because they feel connected.” 
• “Most AI projects are not successful.” 
• “Start with the thing nobody really wants to do.” 
• “Small businesses can be more nimble.” 

🧰 Mentioned 

• Microsoft Power Platform: https://www.microsoft.com/power-platform  
• Dynamics: https://www.microsoft.com/dynamics-365  
• Salesforce: https://www.salesforce.com  
• HubSpot: https://www.hubspot.com  
• Google Workspace: https://workspace.google.com  
• Gemini: https://gemini.google.com 

✅Keywords   
ai adoption, small business ai, automation, efficiency, digital transformation, crm, power platform, entrepreneurship, ai risk, ai culture, process improvement, human centred ai 

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Thanks for listening 🚀 - Mark Smith