594: Be part of the 5% of organizations implementing AI effectively – with Maggie Nichols and Jon Adams
PRODUCT MANAGERS CATALYZE RADICAL TRANSFORMATION USING AI
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TLDR
Most AI initiatives in business are failing, not because of technology, but due to weak systems and leadership challenges. Maggie Nichols and Jon Adams join me in this episode to discuss why AI isn’t delivering on its promises and what product leaders can do to drive real transformation. Success hinges on system-level change, cross-functional collaboration, and a willingness to reimagine how your organization works. Tune in to uncover actionable insights and leadership moves to get your AI journey on the right track.
INTRODUCTION
There’s a number that keeps showing up in the research on AI in business. Depending on which study you read, somewhere between 80 and 95 percent of AI initiatives are either stalling, underperforming, or being quietly walked back. Meanwhile, the headlines keep telling us AI is transforming everything. So what’s actually going on? I’ve got two guests with me today who have seen what is happening inside hundreds of organizations and what is actually working.
Returning guest Maggie Nichols is the CEO of Eureka! Ranch, a firm that has spent 35 years turning innovation from a random gamble into a repeatable system, working with over 2,000 companies across 22 countries. Jon Adams is the CEO of SALIX Data, a 25-year old firm that makes data meaningful for their clients and has deployed over 125 AI models across some of the most demanding industries — banking, healthcare, insurance, manufacturing, and more.
Together they’ve identified five themes they believe every leader needs to understand about why AI is failing in organizations and how to fix it. None of it is what you’d expect.
SUMMARY OF CONCEPTS DISCUSSED FOR PRODUCT MANAGERS
AI is an Amplifier, Not a Rescue:
Maggie and Jon challenge the idea that AI is a “magic pill.” AI only amplifies what’s already in place — good systems become better, but broken systems spiral further out of control. If your processes are dysfunctional, AI just makes bad outcomes happen faster. Success is often blocked by poor foundational systems and low-quality data that can’t be trusted to drive autonomous decisions.
Systems Thinking:
When problems occur, they are usually not due to individual effort but to system failure. Strong leadership that fixes the system unlocks both human and AI potential.
Strategic Use of AI:
Maggie introduces a two-by-two matrix as a framework to help companies avoid the optimization trap (see the matrix [https://eurekaranch.com/ai/]). The vertical axis has two regions: eliminating waste and growth. The horizontal axis has two regions: incremental and transformational. Many companies focus their use of AI on incremental work that eliminates waste, which doesn’t provide much ROI. Using AI for growth and transformation can provide more value. Maggie recommends 85% of work on incremental optimization and 15% on transformational work.
Using AI to Reimagine Innovation:
Jon points out that most organizations lack the change management abilities to implement radical transformations using AI. Sustainable AI success depends on building an innovation culture and aligning strategy, people, data, technology, and risk.
AI Transformation Is a Journey, Not a Destination:
Both guests emphasize the need for a system-wide, leadership-driven approach. Key steps include ensuring data integrity, building AI fluency across teams, spotting high-leverage opportunities, and sustaining innovation momentum. Be prepared for a multi-year journey. Radical transformation doesn’t happen overnight.
Immediate Actions for Product Managers:
Product innovators are uniquely positioned to drive the journey to AI transformation. Maggie encourages PMs to rebrand themselves as partners or catalysts for transformation. Seek out internal allies, have conversations about radical transformation, and help create systems.
USEFUL LINKS
* Get more resources on AI from Eureka! Ranch [https://eurekaranch.com/ai/]
* Learn more about SALIX Data [https://salixdata.com/]
* Connect with Maggie [https://www.linkedin.com/in/maggie-e-nichols/] and Jon [https://www.linkedin.com/in/jonathanadamssalix/] on LinkedIn
INNOVATION QUOTE
“I wasn’t called to be successful. I was called to be faithful.” – Mother Teresa
“ The factory offers only 3% of the opportunity for systems thinking. The real opportunity, 97%, is in strategy, innovation, and how we work together.” – W. Edwards Deming
APPLICATION QUESTIONS
1. How does your organization currently use AI? What would it take to pursue more transformational AI projects?
2. How reliable is your team’s data (gold, silver, or bronze), and how does that impact your ability to leverage AI?
3. In what ways are workarounds and departmental silos undermining your organization’s potential for system-level improvement?
4. As a product manager, what can you do to foster cross-functional collaboration and leadership engagement around AI?
5. What one system or process in your organization is ripe for radical reinvention with AI? How would you begin that conversation with leadership?
BIO
Product Manager Interview - Maggie Nichols [https://productmasterynow.com/wp-content/uploads/2026/02/Maggie-Nichols_400.jpg]
Maggie Nichols is the CEO of the Eureka! Ranch. Throughout her career at Eureka! she’s worked with hundreds of leaders to innovate across B2B, B2C, Industrial, Services, Government and non-profit sectors with notable organizations like Humana, March of Dimes, Department of Commerce, Butterball, Ford, Schlumberger, Johnson & Johnson, Frito-Lay, GSK, Toyota and Chase Bank. Today she leads the Eureka! Ranch, a company founded by Doug Hall, and serves as an executive coach for leadership teams focused on innovation.
Product Manager Interview - Jon Adams [https://productmasterynow.com/wp-content/uploads/2026/05/JA-Headshot-2025_400.jpg]
Jon Adams is the Co-Founder and President of SALIX Data, an award-winning provider of Artificial Intelligence, Business Process Outsourcing, and Litigation Support Solutions. Since launching SALIX in 1999 with his brother, Jon has grown the company from a basement startup into a global operation with teams in the United States, India, and Kenya, serving more than 2,500 clients across industries such as healthcare, financial services, legal, and manufacturing. A recognized speaker, Jon has presented at over 200 conferences worldwide, advising leaders on leveraging AI, automation, and analytics to drive sustainable growth. His leadership is grounded in partnership, stewardship, and a commitment to long-term impact for clients, employees, and communities.
THANKS!
Thank you for taking the journey to product mastery and learning with me from the successes and failures of product innovators, managers, and developers. If you enjoyed the discussion, help out a fellow product manager by sharing it using the social media buttons you see below.
Source [https://productmasterynow.com/blog/594-be-part-of-the-5-of-organizations-implementing-ai-effectively-with-maggie-nichols-and-jon-adams/]