Driving Capacity Utilization for a Retail Client Through In-Depth Data Analytics

Driving Capacity Utilization for a Retail Client Through In-Depth Data Analytics

January 27, 2019
January 27, 2019

Share

THE SITUATION

  • The client—who had previously used Stax findings to increase member retention and service usage—required further study to drive value through optimization of its retail outlet capacity utilization.
  • We sought to help the client devise strategies to maximize the volume and frequency of member utilization across the client’s network of over 800 retail locations.


THE ASSIGNMENT

  • Stax set out to identify operational inefficiencies in the client's three main asset groups, through analytics of company-wide transactional data spanning four years. Stax conducted:
  • Comprehensive auditing and mining of large sets of client data—including sales, employee, outlet and appointment data.
  • Data de-duplication and creation of unique identifiers to ensure accuracy of merges and the creation of a robust data set that would yield reliable results.
  • In–depth analysis to identify under utilization and operational inefficiencies in services, agents and key assets.

THE BENEFITS

THE FINDING

  • Stax identified significant variations of franchisee (outlet) performance and utilization relative to one another for each asset group. This allowed the client to learn from well performing outlets and leverage successful ideas more broadly across the organization.
  • We provided a set of tools to help monitor and benchmark better performing outlets, identified gaps in agent and service utilization, and made recommendations on ways to improve operational efficiency across each asset group.

Read More

How Leading Events Organisers Ambitions Are Evolving Intelligence: Key Takeaways from Monetising B2B
By Florent Jarry & Bharath Venkatesh June 5, 2026
Florent Jarry and Bharath Venkatesh attended Monetising B2B a conference hosted in London in May 2026. Read their full report on their learnings here.
Feat. by ION Analytics: Hospice M&A Rebounds, Assets in Short Supply
June 4, 2026
Rob Larson was interviewed by ION Analytics to discuss the recent trends in hospice M&A and what is driving investors to make these moves. Read the full article here.
Featured by Wall Street Journal: Private Equity Looks to Consolidate HOA Management Companies
June 2, 2026
Tyler Veit was quoted in The Wall Street Journal's recent article, sharing his thoughts on the fragmentation challenges facing investors while also providing a positive outlook. Read more.
Feat. by Reuters: Ferrari's Luce leads bold leap into uncertain electric era
By Phil Dunne May 26, 2026
Phil Dunne was approached by Reuters to weigh in on Ferrari's first EV, Luce, and how this marks a shift for the luxury Italian supercar manufacturer. Read the full story here.
Stax Advises Orion Legal MSO on Partnership with Hughes & Coleman
May 26, 2026
Grant Thornton Stax congratulates Uplift Investors' Orion Legal MSO, a managed service organization, on its partnership with Hughes & Coleman Injury Lawyers. Read about the deal here.
AI Disruption in Education: Broad Framework for Risk & Defensibility
By Miriam El-Baz May 20, 2026
Artificial intelligence is reshaping education markets, potentially threatening the viability of entire product categories. Read what insights Miriam El-Baz has to share.
Show More