From Data to Decisions: Practical AI for Real Businesses - Catherine Lindner

In this episode of the Aligned on AI podcast, I talk to Catherine Lindner of Sagres Consulting, based in Evanston, Illinois, United States. This conversation focuses on how mid-sized organisations can approach AI adoption in a practical, controlled way. Rather than chasing tools, Catherine shares how businesses can use AI to process information faster, improve decision-making, and enhance marketing performance while managing risk. We explore how AI is being applied today across data analysis, marketing personalisation, and creative workflows, alongside the real challenges businesses face. These include information overload, lack of clarity on where to start, and the risks of over-reliance on AI outputs without proper verification. Catherine brings a strong data-led perspective, grounded in her experience from retail leadership through to strategy consulting, highlighting how the fundamentals of business transformation remain the same. AI is a powerful tool, but success still depends on human judgement, clear processes, and disciplined execution. We also discuss the future of work, the evolving role of skills, and how organisations can introduce AI without overwhelming their workforce or damaging trust. For leaders in land development businesses and professional services more broadly, this episode provides a grounded, realistic view of how to move forward with AI. If you are thinking about AI adoption but want to avoid common pitfalls, this is a practical starting point. Topics covered: Practical AI adoption, data-driven decision making, marketing personalisation, AI risks and verification, future of work. Chapters: 00:00 The Journey of Data-Driven Decision Making 02:48 Sagres Consulting: Bridging Gaps for Growth 05:17 AI in Business: Navigating Opportunities and Challenges 07:57 Understanding Consumer Behavior Through Data 10:31 The Role of Human Insight in Data Analysis 12:53 Adapting Marketing Strategies with Data 15:26 The Balance of Data Complexity and Simplicity 18:12 Mid-Sized vs. Large Corporations: A Comparative Insight 20:48 Safeguarding Data Analysis with AI 28:37 Provocative Questions and AI Confidence 30:02 The Business Plan Dilemma 32:08 The Art of Prompting AI 33:37 Choosing the Right AI Tools 35:39 Building Relationships with AI 37:15 Personalization in Marketing 39:07 Finding the Balance in AI Communication 41:40 AI in Creative Processes 44:01 Limitations of AI in Strategy 47:03 Lessons from the Internet Era Learn more at: https://www.alignedmindsai.com https://www.sagresconsulting.com Follow Aligned Minds AI on LinkedIn (  / aligned-minds-ai  ) for practical AI tips, episode clips, and updates on future episodes of Aligned on AI and if there’s a business leader you think I should invite onto the podcast, drop their name in the comments. #AIAdoption #BusinessTransformation #FutureOfWork #DataDriven #MarketingStrategy #DigitalTransformation #MidSizedBusiness #AIInMarketing #AlignedOnAI #AlignedMindsAI