EPISODE · Apr 8, 2026 · 41 MIN
Tim Shea, CEO of Latticework Insights: Why Human Expertise Trumps Hype in an AI World
from The Entrepreneur's Logbook: Lessons from Growing Businesses · host Zachary Bernard
In this episode of The Entrepreneur’s Logbook, Zachary speaks with Tim Shea, founder and CEO of LatticeWork Insights, a data science and analytics firm that helps retail and DTC brands turn fragmented data into actionable business intelligence. Tim walks us through his journey from 25+ years at agencies like Razorfish to three startup launches and raising over a million dollars, culminating in LatticeWork’s mission to stitch together every piece of a company’s technology stack. When prospects in 2018 told him they already had 20 data platforms, Shea doubled down on a managed-services model: building a custom “latticework” of pipelines, warehouses and dashboards that bring one true-north metric into focus (think LTV/CAC, churn, retention, margin) and allow brands to ask follow-up questions in real time. Throughout the conversation, Tim emphasizes that despite the explosion of AI tools promising code-free solutions, nothing replaces experienced human specialists who understand both data engineering and marketing strategy. He explains why companies still waste hours each week in “spreadsheet hell” or roll out half-baked AI pilots that never reach production, and he shares best practices for entrepreneurs at every stage: build a unified data pipeline early, upskill teams to speak a common analytics language, and structure experiments with statistical rigor (not just spaghetti-at-the-wall influencer stunts). If your growth feels stuck, this episode offers a path forward, invest smartly in your data culture, align stakeholders around an intelligence layer, and watch your ROAS (or should we say ROAnalytics?) multiply. Timestamps Guest Introduction & Tim Shea’s Background – 01:45 The Fragmented Data Problem & Company Pivot to Managed Services – 05:12 LatticeWork Insights’ Data Pipeline, Warehouse & Intelligence-Layer Process – 08:30 AI Hype vs. Reality in Analytics & Why Human Expertise Still Matters – 17:49 Measuring the ROI of Analytics Spend & Building a Data-Driven Culture – 22:56 Connect with Tim https://www.latticeworkinsights.com/ https://www.linkedin.com/in/sheanineseven/ Sponsored by We Feature You PR - Helping entrepreneurs build thought leadership through strategic podcast placements and launching their own shows. Ready to amplify your voice? Get in touch today. Subscribe & Review: If you enjoyed this episode, please subscribe and leave a review on your favorite podcast platform! Chapters (00:00:00) - The Entrepreneurs Logbook Podcast(00:00:47) - Data Science In the Marketing World(00:01:45) - Double Down, Triple Down & Quadruple Down(00:06:53) - How To Build a Data-Driven Company.(00:14:58) - Big Data unlocks the company's culture(00:15:56) - Will AI Replace Jobs in the Future?(00:21:03) - The Real ROI of Analytics Spend(00:22:59) - In the Elevator With Tim Cook(00:25:45) - What Do Startups Need to Know About Networking(00:27:45) - How to Build a Data Culture at Bigger Companies(00:34:37) - FOMO: The Influencer Problem(00:37:39) - Tim LaNeef on Standards & How They Affect Marketing
What this episode covers
In this episode of The Entrepreneur’s Logbook, Zachary speaks with Tim Shea, founder and CEO of LatticeWork Insights, a data science and analytics firm that helps retail and DTC brands turn fragmented data into actionable business intelligence. Tim walks us through his journey from 25+ years at agencies like Razorfish to three startup launches and raising over a million dollars, culminating in LatticeWork’s mission to stitch together every piece of a company’s technology stack. When prospects in 2018 told him they already had 20 data platforms, Shea doubled down on a managed-services model: building a custom “latticework” of pipelines, warehouses and dashboards that bring one true-north metric into focus (think LTV/CAC, churn, retention, margin) and allow brands to ask follow-up questions in real time. Throughout the conversation, Tim emphasizes that despite the explosion of AI tools promising code-free solutions, nothing replaces experienced human specialists who understand both data engineering and marketing strategy. He explains why companies still waste hours each week in “spreadsheet hell” or roll out half-baked AI pilots that never reach production, and he shares best practices for entrepreneurs at every stage: build a unified data pipeline early, upskill teams to speak a common analytics language, and structure experiments with statistical rigor (not just spaghetti-at-the-wall influencer stunts). If your growth feels stuck, this episode offers a path forward, invest smartly in your data culture, align stakeholders around an intelligence layer, and watch your ROAS (or should we say ROAnalytics?) multiply. Timestamps Guest Introduction & Tim Shea’s Background – 01:45 The Fragmented Data Problem & Company Pivot to Managed Services – 05:12 LatticeWork Insights’ Data Pipeline, Warehouse & Intelligence-Layer Process – 08:30 AI Hype vs. Reality in Analytics & Why Human Expertise Still Matters – 17:49 Measuring the ROI of Analytics Spend & Building a Data-Driven Culture – 22:56 Connect with Tim https://www.latticeworkinsights.com/ https://www.linkedin.com/in/sheanineseven/ Sponsored by We Feature You PR - Helping entrepreneurs build thought leadership through strategic podcast placements and launching their own shows. Ready to amplify your voice? Get in touch today. Subscribe & Review: If you enjoyed this episode, please subscribe and leave a review on your favorite podcast platform!
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Tim Shea, CEO of Latticework Insights: Why Human Expertise Trumps Hype in an AI World
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