NRF Nexus

What’s next in retail tech?

NRF Nexus 2026 spotlights how retailers are moving beyond pilots, scaling AI and using data to power real-time operations
April 17, 2026
Woman on her phone.

Retail technology is no longer defined by what companies have implemented. It is entering a phase defined by execution, as organizations focus on scaling AI, connecting systems and turning data into faster, more reliable decisions. 

As companies navigate these pressures amid rising demands for speed, accuracy and customer experience, fresh insights and collaborative opportunities to stay ahead are key. Events like NRF Nexus 2026, July 22 – 24 in Colorado Springs, Colo., offer a unique platform for senior executives in digital, marketing and technology to share perspectives on scaling AI and modernizing systems. 

Many retailers have already invested in commerce platforms, data infrastructure and omnichannel capabilities. The focus now is on making those investments work together in a way that improves margin, speeds up decision-making and supports a consistent customer experience. 


From pilots to operating systems 

Artificial intelligence is moving into core business functions. Retailers are using AI to adjust pricing, manage inventory, detect fraud and support customer service. In some organizations, these systems already influence decisions in real time. 

The challenge is consistency. Pilot programs often succeed in controlled environments but extending those capabilities across regions, channels and teams introduces friction: Data might not be structured the same way across systems, processes could vary or ownership could be unclear. 

Scaling AI requires more than technical capability. Businesses must align across the organization with clear governance and systems that can support continuous use without failure. 

Modernizing retail infrastructure 

Core systems still support merchandising, supply chain and store operations. They need to remain stable while new capabilities are introduced, which creates a practical constraint. Technology teams must improve systems without interrupting the business. 

Retail leaders are focusing on connecting new tools to existing systems without creating additional complexity, simplifying environments where multiple platforms perform overlapping functions, and designing architectures that can absorb change without requiring constant rework 

Progress tends to be incremental. The goal is to improve flexibility while maintaining reliability. 

Data that drives decisions 

Data is becoming part of the decision process, not just the reporting process. Retailers are connecting customer, operational and financial data so decisions can be made with current information rather than historical summaries. 

This shift shows up in several ways. Merchandising decisions can be informed by live demand signals. Pricing and promotion adjustments can be made based on real-time performance, and shared data environments reduce lag between teams. 

The advantage is speed. Organizations that can act on information quickly are better positioned to respond to changes in demand, supply and customer behavior. 

Technology closer to execution 

Retail technology is moving into the flow of daily work. Store associates use tools that provide inventory visibility and product information at the point of interaction. Supply chain systems adjust to real-time conditions. Digital and physical experiences are increasingly connected through shared data and systems. 

These changes place new demands on usability. Tools need to work in real conditions, not just in controlled environments. Adoption depends on whether systems make work easier, not more complex. 

Across organizations, several priorities are consistent: 

  • Linking technology investment to measurable business outcomes 

  • Aligning marketing, technology and operations around shared goals 

  • Reducing system complexity while increasing flexibility 

  • Establishing governance for how AI is deployed and managed 


These are operating decisions, not just technology decisions. They determine how quickly an organization can adapt as conditions change. 

Learn more and continue the conversation at NRF Nexus 2026, July 22–24 at The Broadmoor Hotel in Colorado Springs, Colo. Attendance is curated for senior retail executives responsible for technology strategy, digital growth and marketing transformation. 

For organizations evaluating how to improve performance across systems, teams and channels, the event provides an opportunity to compare approaches and gain perspective from peers facing similar decisions. 

Related Content