The Total Economic Impact™ Of Everseen’s Evercheck Solution

Cost Savings And Business Benefits Enabled By Evercheck

A Forrester Total Economic Impact Study Commissioned By Everseen, September 2024

During the past several decades, retailers have made substantial investments to deploy self-checkout with an eye toward improving the customer experience, minimizing shrink, and creating operational efficiencies. However, as self-checkout usage increases, so does shrink. To combat this threat, retailers began adding weigh scales and increasing staff monitoring. Since then, errors and false alarms have led staff and customers alike to ignore weigh-scale alerts, defeating their purpose. Meanwhile shoppers are left with a bad customer experience. In response, Everseen developed Evercheck, an AI-powered computer-vision solution aimed at preventing loss and protecting retailers’ bottom lines.

Everseen is an AI-powered computer-vision software-as-a-service (SaaS) provider for retailers that offers a suite of shrink-reduction solutions on its Everseen AI platform, which is deployed at retailers around the globe. The primary solution on the platform is Evercheck, which detects potential shrink-related issues at self-checkouts and staffed lanes. It identifies anomalies such as unscanned items and product switching, which prompts shoppers and store associates to correct the detected issues. Evercheck’s settings can be configured for the specific needs of each retail location, balancing loss prevention with the overall customer experience. The Everseen AI platform includes other solutions including Evereagle, Evershelf, Everdoor, retailer-developed applications, and third-party applications.

Everseen commissioned Forrester Consulting to conduct a Total Economic Impact™ (TEI) study 1 and examine the potential return on investment (ROI) that enterprises may realize by deploying Evercheck. The purpose of this study is to provide readers with a framework to evaluate the potential financial impact of Evercheck on their organizations.

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Return on investment (ROI)

374%

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Net present value (NPV)

$31.3M

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Payback

6 mo.

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Percent annual revenues recovered with Evercheck

0.14%

The benefits ($39.7M over three years) versus the costs ($8.4M) adding up to the NPV and ROI above will be explained in detail here.

To better understand the benefits, costs, and risks associated with this investment, Forrester interviewed four representatives with experience using Evercheck. For the purposes of this study, Forrester aggregated the interviewees’ experiences and combined the results into a single composite organization that is a retail organization with $20 billion in annual revenue, a total employee base of 65,000, and a 50% rate of transactions going through self-checkout.

Interviewees said that prior to using Evercheck, their organizations leveraged limited technologies, but they did have weigh scales at all self-checkouts. The limitations imposed by this scenario led to an unacceptably high number of losses, a high labor burden to maintain weigh scale databases, poor customer experiences related to checkout interruptions from false positives, and a poor understanding of the actual losses the organizations were incurring due to both malicious activity and honest errors.

Interviewees said that after the investment in Evercheck, their organizations recouped substantial value by reducing shrink while improving their customer experiences. Key results from the investment include the added value of recouped losses, an increase in productivity by staff that could be deployed to higher value work, and a decrease in technology costs. Importantly, the organizations did all this while improving their customer experiences and with an eye toward deploying more Everseen solutions on the Everseen AI platform to cover other parts of their retail locations beyond the checkout.

Key Findings

Quantified benefits. Three-year, risk-adjusted present value (PV) quantified benefits for the composite organization include:

  • Loss reduction of 0.14% of revenues. After deploying Everseen, the composite experiences a reduction in its losses that amount to $88,000 per store annually, or 0.14% of revenues. This recovery is limited by strategic choices made by the composite in relation to maintaining a certain level of improved customer experience compared to its prior state, which only used weigh scales. Over three years, this loss reduction is worth $37.2 million to the composite organization.
  • Staff productivity improvements of 15%. By automating a certain portion of loss prevention and customer interaction and education, particularly at self-checkout, the composite organization saves 15% of the amount of time staff previously spent on these activities. It then reschedules and redeploys these same personnel to higher-value work that eventually provides an additional, unquantified impact to savings and the customer experience. Over three years, these improvements to staff productivity are worth $1.9 million to the composite organization.
  • Reduced technology costs of $300,000 annually. Before deploying Evercheck, the composite had limited technologies in place. But with Evercheck, it replaces a limited video technology solution at a savings of $1,500 per location. Importantly, the composite makes the strategic decision to keep its weigh scales at self-checkout, forgoing additional savings.

Unquantified benefits. Benefits that provide value for the composite organization but are not quantified for this study include:

  • Improved customer experience. The composite experiences improvements to its customer experience after deploying Evercheck, which reduces the number of false positives previously alerted by the weigh scales and ensuring interruptions from staff are more legitimate. Not only does this improve each interaction, but it also reduces wait times.
  • Use of ethical AI. The composite deploys Evercheck with confidence because it has an ethical approach to artificial intelligence. It masks identities, only captures specific scenes, does not have much longer recordings, and does not include facial recognition.
  • Strategic partnership with Everseen. Lastly, the composite enjoys an ongoing partnership with Everseen. Everseen representatives regularly meet with the composite, work to understand the company’s needs, and incorporate those needs into the composite’s product roadmap.

Costs. Three-year, risk-adjusted PV costs for the composite organization include:

  • Evercheck fees. Everseen charges fees based on each lane covered per week. The composite organization pays $4.7 million in fees over three years.
  • Cost of implementation and deployment. The cost of implementation and deployment for Evercheck includes the cost of hardware (e.g., servers, cameras) and the cost of internal and external labor. The composite pays $3.6 million for up-front implementation and deployment capital and labor expenses.
  • Time cost of training. Staff must be trained on Evercheck at an average time cost of 1.25 hours each. For the composite, training costs $161,000 over three years.

The representative interviews and financial analysis found that the composite organization experiences benefits of $39.7 million over three years versus costs of $8.4 million, adding up to a net present value (NPV) of $31.3 million and an ROI of 374%.

Average annual value recouped per store

$88,000

“If you don’t implement technology ideally some form of self-learning AI at self-checkout you’ll be taking a major hit to your profit margins.”

VP of AP and safety, US regional grocery retail

Key Statistics

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    Return on investment (ROI)

    374%
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    Net present Value

    $31.3 million
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    Payback

    <6 months
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    Percent annual revenues recovered with Evercheck

    0.14%
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    Benefits PV

    $39.7 million
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    Costs PV

    $8.4 million
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Benefits (Three-Year)

Loss reduction Improved productivity of staff Technology savings

Costs (Three-Year)

Evercheck fees Cost of implementation and development Time cost of training

The benefits ($39.7M over three years) versus the costs ($8.4M) adding up to the NPV and ROI above will be explained in detail here.

TEI Framework And Methodology

From the information provided in the interviews, Forrester constructed a Total Economic Impact™ framework for those organizations considering an investment in Evercheck.

The objective of the framework is to identify the cost, benefit, flexibility, and risk factors that affect the investment decision. Forrester took a multistep approach to evaluate the impact that Evercheck can have on an organization.

  1. Due Diligence

    Interviewed Everseen stakeholders and Forrester analysts to gather data relative to Evercheck.

  2. Interviews

    Interviewed four representatives at organizations using Evercheck to obtain data about costs, benefits, and risks.

  3. Composite Organization

    Designed a composite organization based on characteristics of the interviewees’ organizations.

  4. Financial Model Framework

    Constructed a financial model representative of the interviews using the TEI methodology and risk-adjusted the financial model based on issues and concerns of the interviewees.

  5. Case Study

    Employed four fundamental elements of TEI in modeling the investment impact: benefits, costs, flexibility, and risks. Given the increasing sophistication of ROI analyses related to IT investments, Forrester’s TEI methodology provides a complete picture of the total economic impact of purchase decisions. Please see Appendix A for additional information on the TEI methodology.

Disclosures

Readers should be aware of the following:

This study is commissioned by Everseen and delivered by Forrester Consulting. It is not meant to be used as a competitive analysis.

Forrester makes no assumptions as to the potential ROI that other organizations will receive. Forrester strongly advises that readers use their own estimates within the framework provided in the study to determine the appropriateness of an investment in Evercheck.

Everseen reviewed and provided feedback to Forrester, but Forrester maintains editorial control over the study and its findings and does not accept changes to the study that contradict Forrester’s findings or obscure the meaning of the study.

Everseen provided the customer names for the interviews but did not participate in the interviews.

Consulting Team:

Nick Mayberry

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