Computer Vision
OnDemand – Shelf Intelligence Report – Rebuilding Retail Relationships Through Automation
Overview While 65% of retailers classify inventory accuracy as either mission critical or a key priority, less than 22% achieve over 80% compliance in any of the fundamental metrics: On-Shelf…
OnDemand – Shelf Intelligence – Revenue Imperative for Modern Retail
Overview While digital transformation has dominated industry conversations for the past decade, a critical operational challenge continues to erode profitability with brutal efficiency: inventory accuracy and shelf availability. This research…
2026 Retail Intelligence Briefing: Trends, Tech, and Tactical Readiness
Which technologies moved the needle in 2025 and which ones are poised for the greatest growth in 2026. That is the subject of our latest webinar. This includes a first…
Adapt or be Outpaced: Tech Imperative for Retail’s Mid-Market
The mid-market retail sector stands at a critical inflection point. While the largest retailers double down on technologyinvestments - spending nearly twice their revenue percentage compared to just a few…
Was this the DeepSeek Moment for Computer Vision?
After 33 NRFs, few moments stand out to me as transformative milestones. Most were a mishmash of buzzword bingo with every vendor saying pretty much the same thing. NRF 2025,…
OnDemand – Rethinking Self-Checkout: Can New Computer Vision Tech Reduce Shrink?
As retailers struggle to identify new technologies that will help combat the ever-increasing rates of consumer theft and shrink, many have turned to or are considering computer vision as a…
RFID’s Striking Impact on Sales and Profits
We (IHL Group) recently released new research that sheds light on an old technology. After interviewing 209 major brands post pandemic, RFID is showing a massive impact on the financial…
OnDemand – Retail’s Hidden Advantage
As sales growth slows and a true new normal takes hold, operational excellence is all the more critical for retailers to increase sales and improve performance. IHL data shows massive…