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#81 Avoid AI Failures: Build a Solid Data Foundation for Success
In this episode, Mariana Dalto explores common pitfalls in AI implementation, using business examples like a Swiss museum case study. She highlights the importance of a strong data foundation to enhance AI value and outlines ten ways to amplify its impact. By comparing successful and failed implementations, Mariana shares consulting insights and the benefits of AI in digital marketing. She provides a practical framework to assess data readiness and build an AI roadmap. The episode introduces an AI mini data assessment tool and clarifies the difference between AI and automation, offering actionable next steps for listeners.
ABOUT MARIANA
Mariana Dalto is a world-class Revenue Coach and AI Marketing Consultant known for transforming how service-based businesses grow, scale, and lead with purpose. With over two decades of corporate marketing experience and advanced certifications from Business Made Simple and the 10X Coaching Program, Mariana blends timeless strategy with cutting-edge AI to help business owners unlock new levels of revenue and visibility.
As the founder of The Dalto Revenue System™—a proprietary framework “Powered by AI. Driven by Strategy.”—Mariana has helped entrepreneurs clarify their message, optimize their marketing, and streamline their lead flow using automation and smart content systems. She is also the host of The Mariana Dalto Show, a top-rated podcast spotlighting growth strategies, high-performing entrepreneurs, and innovative marketing practices.
Her work is driven by one mission: to help small business owners stop spinning their wheels and start generating consistent, scalable income—without sacrificing their sanity or soul. Whether on stage, in a workshop, or behind the mic, Mariana delivers practical insights with infectious energy, always empowering her audience to take bold, strategic action.
ABOUT THE SHOW
In this episode, Mariana reveals why 73% of AI implementations fail to deliver ROI and explores the critical foundation that successful companies build before investing in AI tools. She shares real-world case studies that demonstrate how quality data preparation can transform AI outcomes, plus her proven 3-step framework for assessing whether your business is ready for AI success.
LINK MENTIONED IN THIS EPISODE:
Website: https://marianadalto.com/aireadiness
Rate, Review, & Follow on Apple or Spotify Podcasts
“I love The Mariana Dalto Show Podcast”. If that sounds like you, please consider rating and reviewing my show! This helps me support more business owners – just like you – move toward the online life and business that they desire. Click here, scroll to the bottom, tap the rate with five stars, and select “Write a Review.” Then be sure to let me know what you loved most about the episode!
Also, if you haven’t done so already, follow the podcast show. I’m planning to start adding bonus episode to the feed and, if you’re not following, there’s a good change you’ll miss out. Follow now!
CONNECT WITH ME:
WEBSITE: https://www.marianadalto.com/
YOUTUBE: https://www.youtube.com/@marianadalto?sub_confirmation=1
PINTEREST: https://www.pinterest.com/mariana_dalto/
INSTAGRAM: https://www.instagram.com/marianadalto10x/
FACEBOOK: https://www.facebook.com/mariandalto/
LINKEDIN: www.linkedin.com/comm/mynetwork/discovery-see-all?usecase=PEOPLE_FOLLOWS&followMember=marianadalto
X: https://x.com/DaltoRouai14857
Here are great Marketing and Sales trainings to get you going on your business journey:
https://marianadalto.com/programs
BOOK A MEETING WITH ME BELOW:
(0:00) AI implementation failures and their root cause
(2:22) Case study: AI implementation in a Swiss museum
(6:03) Business examples of failed AI implementations and how a solid data foundation enhances AI value
(10:20) 10 ways a solid data foundation multiplies AI value
(11:12) Comparing successful and failed AI implementations
(13:50) Insights from the consulting world on AI implementation
(16:28) Digital marketing agency's AI optimization and data quality benefits
(20:18) Practical framework to assess data readiness
(21:27) Steps to define data objectives and assess current state
(29:36) Building your AI implementation roadmap
(35:18) Introduction to AI mini data assessment and free AI readiness assessment tool
(36:41) Importance of data readiness for AI success and differentiating between AI and automation
(37:55) Closing remarks and next steps
View all episodes
By Mariana DaltoIn this episode, Mariana Dalto explores common pitfalls in AI implementation, using business examples like a Swiss museum case study. She highlights the importance of a strong data foundation to enhance AI value and outlines ten ways to amplify its impact. By comparing successful and failed implementations, Mariana shares consulting insights and the benefits of AI in digital marketing. She provides a practical framework to assess data readiness and build an AI roadmap. The episode introduces an AI mini data assessment tool and clarifies the difference between AI and automation, offering actionable next steps for listeners.
ABOUT MARIANA
Mariana Dalto is a world-class Revenue Coach and AI Marketing Consultant known for transforming how service-based businesses grow, scale, and lead with purpose. With over two decades of corporate marketing experience and advanced certifications from Business Made Simple and the 10X Coaching Program, Mariana blends timeless strategy with cutting-edge AI to help business owners unlock new levels of revenue and visibility.
As the founder of The Dalto Revenue System™—a proprietary framework “Powered by AI. Driven by Strategy.”—Mariana has helped entrepreneurs clarify their message, optimize their marketing, and streamline their lead flow using automation and smart content systems. She is also the host of The Mariana Dalto Show, a top-rated podcast spotlighting growth strategies, high-performing entrepreneurs, and innovative marketing practices.
Her work is driven by one mission: to help small business owners stop spinning their wheels and start generating consistent, scalable income—without sacrificing their sanity or soul. Whether on stage, in a workshop, or behind the mic, Mariana delivers practical insights with infectious energy, always empowering her audience to take bold, strategic action.
ABOUT THE SHOW
In this episode, Mariana reveals why 73% of AI implementations fail to deliver ROI and explores the critical foundation that successful companies build before investing in AI tools. She shares real-world case studies that demonstrate how quality data preparation can transform AI outcomes, plus her proven 3-step framework for assessing whether your business is ready for AI success.
LINK MENTIONED IN THIS EPISODE:
Website: https://marianadalto.com/aireadiness
Rate, Review, & Follow on Apple or Spotify Podcasts
“I love The Mariana Dalto Show Podcast”. If that sounds like you, please consider rating and reviewing my show! This helps me support more business owners – just like you – move toward the online life and business that they desire. Click here, scroll to the bottom, tap the rate with five stars, and select “Write a Review.” Then be sure to let me know what you loved most about the episode!
Also, if you haven’t done so already, follow the podcast show. I’m planning to start adding bonus episode to the feed and, if you’re not following, there’s a good change you’ll miss out. Follow now!
CONNECT WITH ME:
WEBSITE: https://www.marianadalto.com/
YOUTUBE: https://www.youtube.com/@marianadalto?sub_confirmation=1
PINTEREST: https://www.pinterest.com/mariana_dalto/
INSTAGRAM: https://www.instagram.com/marianadalto10x/
FACEBOOK: https://www.facebook.com/mariandalto/
LINKEDIN: www.linkedin.com/comm/mynetwork/discovery-see-all?usecase=PEOPLE_FOLLOWS&followMember=marianadalto
X: https://x.com/DaltoRouai14857
Here are great Marketing and Sales trainings to get you going on your business journey:
https://marianadalto.com/programs
BOOK A MEETING WITH ME BELOW:
(0:00) AI implementation failures and their root cause
(2:22) Case study: AI implementation in a Swiss museum
(6:03) Business examples of failed AI implementations and how a solid data foundation enhances AI value
(10:20) 10 ways a solid data foundation multiplies AI value
(11:12) Comparing successful and failed AI implementations
(13:50) Insights from the consulting world on AI implementation
(16:28) Digital marketing agency's AI optimization and data quality benefits
(20:18) Practical framework to assess data readiness
(21:27) Steps to define data objectives and assess current state
(29:36) Building your AI implementation roadmap
(35:18) Introduction to AI mini data assessment and free AI readiness assessment tool
(36:41) Importance of data readiness for AI success and differentiating between AI and automation
(37:55) Closing remarks and next steps