Your Privacy

This site uses cookies to enhance your browsing experience and deliver personalized content. By continuing to use this site, you consent to our use of cookies.
COOKIE POLICY

Retail

Leveraging Computer Vision (AI) to Optimize the Retail and Sales Experience

Leveraging Computer Vision (AI) to Optimize the Retail and Sales Experience

In today’s increasingly competitive retail landscape, our client, a Fortune 500 retailer, recognizes the importance of leveraging technology and innovation to build a strong foundation for future success. They wanted to leverage their existing resources and available technology to optimize the customer experience and increase daily sales conversion rates. When the existing product market didn’t fit their requirements, the retailer sought out UDig to create a custom solution that could accomplish their goals.

How We Went from Ideas to Impact

The Idea

Improve Business Outcomes Without a Huge Capital Investment

As one of the largest rural lifestyle retailers in the U.S. with more than 2,000 stores, they possess a strong market share in rural communities across the country. However, with increasing competition from online and other retailers, they were seeking innovative ways to better serve customers and increase conversion rates. Our client understood that these goals could be accomplished through the increased and optimized use of technology by mapping and reporting customer and sales associate activity inside the stores. 

When they tested potential solutions, they quickly identified pain points where existing products could not meet all of their requirements:

  • The technology could count people entering the stores, but could not differentiate between customers and employees.
  • The technology couldn’t capture dwell time.
  • As such, existing solutions could not provide the level of data they needed to accurately inform business decisions.

The Process

Create a Custom Solution Using Artificial Intelligence

To create the custom solution, UDig knew it must first understand the business goals, operations, and technological assets. Given the scope of the challenge and the actions that had been taken, UDig understood the task at hand as well as the need to demonstrate what ultimate success would look like.

First Priority: Deep Dive

To begin, UDig conducted in-depth discussions with the rural retailer to comprehensively understand the company’s needs and goals of analyzing customer traffic patterns and leveraging that intel to improve customer conversion rates, provide greater support to sales associates, and improve the overall customer experience.

Integrated Approach

UDig understood that they wanted to leverage its current technology as much as possible to reduce the need for further expensive IT investments. So, UDig audited the existing IT infrastructure in order to leverage the full capabilities of current assets and proposed a design that required little incremental investment.

Second Priority: Map a Solution

Built upon our understanding of the needs, goals, and existing infrastructure, UDig created a three-phased pilot aimed at proving the success of a custom solution that leverages computer vision, a field of artificial intelligence that enables computers and systems to derive useful information from digital images, videos, and other visual inputs. Ultimately, our approach was to incorporate computer vision to provide them with the intel needed to make informed decisions, without the need to purchase cameras with integrated AI or for a third party to process the data gathered.

Final Priority: Implement, Test, and Optimize Pilot

Once the strategy was built, UDig implemented the three-phased pilot to evaluate its performance and retool as necessary. The three phases included:

  1. Testing and proving the ability to count visitors accurately using analog cameras and existing in-store server configurations, while differentiating between customers and sales associates.
  2. Monitoring dwell time of customers in key areas and creating appropriate alert messages to notify sales associates of customers likely in need of assistance.
  3. Integrating those messages into useful feed outputs aligned to alert business actions. UDig conducted extensive testing and demos, including tracking an executive’s visit to a store, to ensure alignment of data gathering with business goals and outcomes.

The Impact

A Cost-Effective Pilot to Prove Business Value

UDig’s solution is helping drive sales, operational improvements, and enhance the customer experience by aligning intel gathered through computer vision technology with staff activation—all without the need to revamp or replace the current camera and in-store IT server investments. Specifically, the custom solution UDig created is helping analyze:

  • Traffic Data: Monitoring and separating customers from sales associates to accurately gauge store traffic.
  • Register Alert: Triggering alerts to sales associates when customer lines build up at registers.
  • Dwell Detection: Triggering alerts to sales associates when customers are waiting or browsing in high-value areas of the stores (particularly portions that generate greater revenue) for a given period of time.
  • Heat Maps: Each of the previous use cases corresponds with heat maps to monitor and report on customer traffic patterns to inform staffing and other key business decisions.

Ultimately, the custom solution has not only accomplished the initial goals, but it has also provided the client’s team with resources to develop additional use cases. The solution has positioned the rural retailer for future success and enabled the company to gain a competitive edge through the use of technology. 

  • How We Did It
    Artificial IntelligenceAI Video AnalyticsComputer Vision
  • Tech Stack
    API IntegrationsAzure Data LakeKubernetesOn-Premise & Virtual Machine ServersPythonYOLOv8

Digging In

  • Retail

    Transforming Legacy Systems: Application Modernization Drives Efficiency & Scalability

    The modernization effort not only resolved immediate inefficiencies but also positioned the organization to scale and adapt their systems with minimal disruption, ensuring long-term efficiency.

  • Retail

    UDig Named Tractor Supply Company’s Service Partner of the Year

    Nashville, TN – August 29, 2024 – UDig is proud to announce that it has been honored as Tractor Supply Company’s (TSC) Service Partner of the Year for 2024. This prestigious recognition highlights UDig’s innovative approach and successful partnership with TSC in developing and deploying cutting-edge technology solutions across the retailer’s network. The partnership between […]

  • Retail

    An AI-Enabled Customer Experience:  How Tractor Supply is Leveraging Generative AI

    During this 2024 Nashville Innovation Summit session, we will dive into a real-world example and technical demonstration highlighting Tractor Supply’s success with their “Hey GURA!” solution in partnership with UDig. Discover how a cutting-edge app uses Generative AI to empower employees to become product experts and deliver a great customer experience. Gain the inspiration to […]

  • Retail

    Empowering Store Associates with an AI-Enabled Customer Experience

    A cutting-edge app that uses AI to empower employees to become product experts and deliver a great customer experience that results in improved sales and business growth.

  • Retail

    AI Video Analytics is Revolutionizing Retail Operations

    In today’s fast-paced retail landscape, understanding customer behavior and optimizing store operations are crucial for staying competitive. Retailers constantly seek innovative solutions to enhance customer experiences and improve efficiency. Thanks to recent advancements in computer vision and AI, leveraging cutting-edge technologies has become pivotal for addressing various challenges in the retail industry. With the integration […]

  • Retail

    Visioning Success:  How Tractor Supply is Leveraging Computer Vision (AI)

    During this session, we will dive into a real-world example and technical demonstration highlighting Tractor Supply’s success with their “TractorVision” solution in partnership with UDig. Discover how computer vision solutions have enabled Tractor Supply to optimize team member productivity and create a personalized customer experience.

  • Retail

    Boosting Customer Insights and High-Quality Sales Leads for Clayton

    The "Home Designer," a customizable tool that enables homebuyers to design a home to fit their lifestyle, resulting in a 2.5x increase in serious buyers.

  • Healthcare

    Increasing Digital Buyers and Boosting Growth through a Creative Product Strategy

    A digital product concept that focuses on connecting buyers who do not interact with HPX on other channels. UDig took an understanding of their business strategy, analyzed their digital offerings, and delivered a creative product strategy to focus their digital efforts.

  • Retail

    Designing a Data Architecture to Move Business Forward

    Scalable and flexible architecture, automations, and dashboards that allow for data digestion, sharing, and visualization.