In this Retail Technology Spotlight episode, Judah Berger, AI Product Manager at Unframe.ai, joins Omni Talk to unpack one of the biggest questions facing retail leaders today: how do you actually implement AI across an organization without creating total operational chaos?
At Unframe.ai, Judah works directly with enterprises to help turn AI from an exciting concept into scalable operational systems that solve real business problems. His role focuses on identifying inefficiencies, designing AI powered workflows, and helping organizations deploy AI solutions that employees can actually trust and use.
As companies rush to empower teams with tools like ChatGPT and Claude, Judah explains why simply letting everyone experiment freely can unintentionally create an “Excel on steroids” problem, where disconnected prompts, workflows, and AI logic multiply inconsistencies across the business instead of solving them.
The conversation explores the growing tension between bottom up AI experimentation and enterprise wide governance, and why retailers need to think of AI less as a moonshot transformation and more as an operational discipline.
From AI deployment strategy and product management principles to auditability, workflow orchestration, SKU intelligence, and predictive inventory management, Judah shares a practical roadmap for how organizations can scale AI responsibly while still encouraging innovation from their teams.
The episode also dives into a real world case study with a major footwear retailer that used AI powered inventory intelligence to improve sell through visibility, reduce costly inventory transfers, and generate a reported 40x ROI.
If you’re trying to understand how to operationalize AI, avoid fragmented workflows, improve inventory decision making, or build scalable AI systems inside your organization, this episode is for you.
Key Topics Covered:
• 00:01:56 – The four major approaches companies take toward AI implementation
• 00:05:21 – Why bottom up experimentation can be valuable and risky
• 00:07:30 – How AI can turn “Excel chaos” into a much bigger operational issue
• 00:10:14 – Why human variability becomes amplified inside AI systems
• 00:11:48 – The pros and cons of using consulting firms for AI strategy
• 00:14:59 – Why internal teams still play a critical role in AI deployment
• 00:17:40 – How organizations should scope and identify the right AI problems
• 00:21:26 – The technology stack needed for scalable enterprise AI
• 00:25:44 – Why auditability and traceability are essential for trust
• 00:26:58 – Case study: How a footwear retailer achieved a 40x ROI with AI inventory intelligence
• 00:30:31 – Building AI powered SKU insights, inventory forecasting, and store level analysis
• 00:35:58 – Judah’s advice for executives overwhelmed by AI adoption
🎧 Listen wherever you get your podcasts.
See our past 8 years of wonderful Spotlight Series podcast guests, featuring roughly 200 movers and shakers in retail, by clicking here.
Be careful out there,
Chris and the Omni Talk team
P.S. Judah’s line of the episode might’ve been: “Send us your messy data.” Honestly, fair.
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Omni Talk® is the retail blog for retailers, written by retailers. Chris Walton founded Omni Talk® in 2017 and have quickly turned it into one of the fastest growing blogs in retail.