Unlocking Profit Potential: Lessons for Startups from RetailClub’s AI Pilot Success

The Significance of AI in Retail

AI is a top priority for executives in the retail industry, yet the returns on investment remain unclear. A Deloitte survey from June 2026 revealed that while 75% of retail and consumer products executives consider AI a strategic priority, only 16.5% were able to quantify its return.

This backdrop sets the stage for the RetailClub AI Festival, taking place this week in Huntington Beach, California. The event aims to move beyond AI experimentation in retail and address the need for tangible results.

The festival features an outdoor boardwalk with sponsor activations, attracting around 2,000 attendees and over 150 speakers. The focus is on pushing retail towards a more practical application of AI technology.

One of the key questions at the event is whether AI pilots in retail will survive budget reviews and transition into long-term strategies for growth.

While financial constraints are not currently a major issue, with 82% of surveyed executives planning to increase AI investment in the next year, the focus remains on IT and data infrastructure rather than revenue-generating use cases.

The challenge lies in determining who within a retail organization takes ownership of AI initiatives and ultimately decides on their continuation. Often, the decision-makers are not the same individuals who championed the initial pilot projects.

Addressing the Gap Between Intent and Execution

The Deloitte survey highlights a significant gap between the intention to invest in AI and actual implementation. Many companies invest less than 0.5% of revenue in AI, despite the potential for significant impact on business performance.

Ownership of AI strategy often rests with technology leaders rather than with the individuals responsible for driving business results. This disconnect can lead to challenges in translating AI initiatives into tangible outcomes.

Research indicates that a large number of AI pilots fail to deliver measurable profit-and-loss impact, emphasizing the need for a shift towards scalable AI solutions rather than isolated pilot projects.

Where Technology Vendors Are Focusing Their Efforts

Several technology providers at the RetailClub AI Festival are emphasizing the importance of demonstrating the financial viability of AI solutions. The focus is shifting from proving that AI works to showing that it delivers tangible business value.

Companies like Nisum are hosting sessions that explore why some AI pilots fail to progress beyond the testing phase and what distinguishes successful initiatives that drive real business impact.

The key for technology vendors is to align their AI offerings with specific business outcomes, such as margin growth and enhanced retail performance, rather than focusing solely on the technical aspects of AI implementation.

Retailers are increasingly demanding concrete evidence of the value generated by AI solutions, steering away from generic demonstrations towards solutions that can be quantified and validated.

Challenges and Opportunities in Agentic AI Adoption

The rise of agentic AI presents both challenges and opportunities for retailers. While the adoption of AI technologies is accelerating, there is a lack of clear strategies for implementation and a growing gap between strategy and execution.

Retailers face the dual challenge of earning consumer trust in AI-driven shopping experiences while navigating the complexities of selecting the right AI vendors and solutions.

Gartner estimates that only a small percentage of AI vendors truly deliver agentic capabilities, highlighting the need for careful evaluation and selection of AI solutions to avoid potential pitfalls.

Navigating the Path Forward

To succeed in the evolving landscape of AI in retail, companies must prioritize aligning AI strategies with tangible business outcomes and engaging key stakeholders early in the process.

By focusing on specific use cases, partnering strategically, and clearly defining success metrics, retailers can ensure that their AI initiatives translate into measurable business value.

The road ahead involves shifting from AI experimentation to scalable, results-driven AI implementations that deliver sustainable growth and competitive advantage in the retail sector.

Featured image: Zyanya Citlalli via Unsplash+