AI Failure Rates, Vision Tech & Robots in the Warehouse | Zebra Technology's Mark Rogers

Frontline Mobility Edge

Frontline Mobility Edge
AI Failure Rates, Vision Tech & Robots in the Warehouse | Zebra Technology's Mark Rogers
Jul 13, 2026
BlueFletch

Brett Cooper talks with Mark Rogers, Director of Market Intelligence at Zebra Technologies, about where AI and frontline hardware are actually headed. Not the hype, but the data. 

Mark breaks down Zebra's research process, why AI project abandonment rates keep climbing, the healthcare divide between physicians and nurses on ambient AI, on-device AI co-processors, shadow IT, vision vs. RFID, and whether "robot management" becomes the frontline job of the future.

→ Inside Zebra's four-pillar market intelligence function: planning, customer experience, insights, and analyst relations
→ Why AI project abandonment rates are tracking higher than the 30% prediction from two years ago
→ Data governance and silo data remain the biggest blocker: 2 out of 3 retailers still operate with siloed data
→ Physicians are bullish on ambient AI scribes, but nurses are pushing back — same industry, different personas
→ On-device AI co-processors (Zebra's TC5-series, EM45) are unlocking local vision and audio models
→ Shadow IT is repeating itself with AI tools; employees reach for the better tool even without governance
→ Zebra says it's "more of a hardware company than ever" as physical devices show up everywhere from self-checkout to Dick's Sporting Goods
→ Vision technology vs. RFID: where each makes sense depends on the customer's tier and use case
→ Smaller companies may leapfrog larger ones by skipping legacy system baggage entirely
→ By 2030, 20% of managers will have at least one robot in their org structure

Episode Artwork AI Failure Rates, Vision Tech & Robots in the Warehouse | Zebra Technology's Mark Rogers 38:08 Episode Artwork Green Screens, RF Guns & AI Voice: The Modern Warehouse with Hardesty Technologies 35:18 Episode Artwork Why Frontline Devices Keep Failing (and the Downtime Cost Nobody Tracks) 32:08 Episode Artwork MDM vs. MTD: What Most Companies Get Wrong About Mobile Security 39:16 Episode Artwork The State of Enterprise MDM/UEM in 2026 (feat. Dipesh Hinduja, Stratix Corporation) 33:43 Episode Artwork AI in Healthcare: What's Ready, What's Next, & What's Not 27:14 Episode Artwork AI at the Edge: What's Working for Frontline Workers (and What's Not) | Justin Griffith, StayLinked 1:06:04 Episode Artwork MODEX 2026 Recap: What's Actually Changing in Warehouse Technology 17:20 Episode Artwork From Barcode to Digital Identity: The Future of Warehouse Tracking & RFID (feat. Dan Quagliana) 44:26 Episode Artwork AI in the Warehouse: What's Real, What's Hype, and Where to Start (feat. Wes Coleman from Zebra) 39:43 Episode Artwork Nurses Want Better Mobile Tech. Here's What 100s of Them Told Us 27:32 Episode Artwork 5 Phases of a Successful Clinical Mobility Deployment (feat. Tony Belisch from Zebra) 39:09 Episode Artwork The Top 8 Takeaways From NRF 2026 31:41 Episode Artwork NEW Survey Results Show How to Use Biometrics to Improve Retail Experiences 59:19 Episode Artwork Enterprise vs. Consumer Devices in Healthcare 19:02 Episode Artwork Mobile-First Healthcare: What Device Downtime Really Costs 27:11 Episode Artwork Is 40 Seconds Costing Lives? The Hidden UX Crisis in Healthcare 31:45 Episode Artwork 2025 Q1 Conference Roundup– NRF, HIMMS, and Partner SKOs 33:16 Episode Artwork Insights into Mobile Device Security Threats for Frontline Workers 24:43 Episode Artwork Best Practices for Deploying Technology on Existing Infrastructure - with Guest Jeff Brown, Lowry Solutions 33:00 Episode Artwork Managing Zebra Devices in 2024: Top MDM Options and Considerations 1:10:50 Episode Artwork Lessons Learned from Deploying Microsoft Intune, with Guest Brian Grant - Atea 39:13 Episode Artwork Why the Retail Industry is on the Leading Edge of Technology 17:20 Episode Artwork Cutting Edge Tech and How it Applies to the Enterprise Worker - Guest Justin Griffith, StayLinked 52:02 Episode Artwork Modex 2024 Recap and Takeaways 18:31