Blue Yonder and WMG, University of Warwick Study: Only 15% of Global Retailers’ Supply Chains are Prescriptive or Autonomous

Retailers are overly reliant on spreadsheets and legacy processes, but plan to embrace AI and Machine Learning to drive real-time pricing, planning and strategy

SCOTTSDALE, Ariz. & BRACKNELL, England–(BUSINESS WIRE)–#AI–Most global retailers are only at an early stage of digital supply chain adoption, according to a new report from Blue Yonder and WMG, University of Warwick. The Retail Supply Chain Digital Readiness report benchmarked the digital supply chain readiness of 104 global retailers, revealing that only 15% currently have prescriptive or autonomous supply chains (Level 3 and Level 4 on a scale of 1-4). However, the report also reveals that retailers harbour digital transformation ambitions, with more than half (61%) of retailers saying they want to achieve a prescriptive or autonomous supply chain by 2025.

Manual demand and replenishment planning processes slowing retailers down

The report shows retailers are not able to react to changes in demand in real-time, with only 8% refreshing demand planning processes on a real-time basis. More than one fifth (22%) of retailers currently use spreadsheets for this process, but almost three quarters (74%) want to switch to prescriptive or autonomous technology in the next five years.

At present, more than half (61%) of retailers manage omnichannel inventory as separate channels. However, three quarters (75%) wish to achieve full omnichannel capability in the next five years, with 41% aiming to use AI to evaluate optimum inventory locations for each customer transaction. One quarter (25%) currently still use spreadsheets to manage replenishment analytics, but retailers know they need a more intelligent approach, with nearly half (46%) planning a fully autonomous approach in five years’ time.

Pricing strategies are too static

The report reveals that when it comes to pricing, the majority of retailers work from a static promotional calendar, with only 13% continually optimising prices dynamically. At present, just 11% of retailers assess multiple factors, such as inventory, margin, and waste, for promotions, but nearly half (46%) expect to be doing this in five years’ time. Currently just a small number use AI (11%) for markdown and promotion; however, in five years’ time they say this will have increased to 43%.

Financial planning and strategy needs to become more cross functional and real-time

Retailers know they need to include key metrics such as stock and margin for financial planning and strategy: only 11% currently do this, but 40% want to be doing so by 2025. Retailers also want to move financial planning and strategy away from a static to real-time approach. Today, only 7% have this capability, but 36% have set themselves this ambitious objective for the next five years.

Jan Godsell, Professor of Operations and Supply Chain Strategy at WMG, University of Warwick, said: “The retail industry never stands still for long, and the impact of COVID-19 means it is currently going through a particularly disruptive period. At this time, it’s crucial for retailers to be able to manage multiple factors and complications across their supply chain in real-time. At the moment, however, an over-reliance on manual processes means too many retailers are taking time to adapt in line with this unique set of challenges.

“As the research reveals, retailers know they need to get their supply chains digital-ready. This will enable them to evolve and make adjustments, both in line with internal factors, such as changing organisational goals, and external ones, such as changing customer desires.”

Wayne Snyder, vice president of retail strategy EMEA at Blue Yonder, added: “Retailers recognise now is the time to significantly step up their supply chains, as many of the tools and processes currently used are no longer fit for purpose. They need to jump the digital gap, recognising that managing their supply chains ineffectively is costing them and not meeting their customers’ needs. By introducing greater analytics and automation capabilities, retailers will be able to connect across their organization to create optimized processes and be able to more accurately sense, predict and plan than ever before.”

Research Methodology

This research was conducted by WMG between March and April 2020, and includes 104 respondents from Asia (China and Turkey), Europe (France and UK), Latin America (Argentina, Brazil, Colombia, Suriname and Uruguay), North America (Bahamas and USA) and Oceania (Australia, Tuvalu).

To conduct the survey, the supply chain was broken down into 9 core processes, from which a mission-specific maturity grid was developed for each. Participants were asked to identify their current maturity levels and their ambitions for five years’ time, and from those parameters an overall aggregate score was calculated. This methodology enabled patterns in digital maturity to be identified in correlation with ambition and strategic gap analysis.

Additional Resources:

About WMG, University of Warwick:

WMG is a world leading research and education group, transforming organisations and driving innovation through a unique combination of collaborative research and development, and pioneering education programmes. As an international role model for successful partnerships between academia and the private and public sectors, WMG develops advancements nationally and globally, in applied science, technology and engineering, to deliver real impact to economic growth, society and the environment.

WMG’s education programmes focus on lifelong learning of the brightest talent, from the WMG Academies for Young Engineers, degree apprenticeships, undergraduate and postgraduate, through to professional programmes.

An academic department of the University of Warwick, and a centre for the HVM Catapult, WMG was founded by the late Professor Lord Kumar Bhattacharyya in 1980 to help reinvigorate UK manufacturing and improve competitiveness through innovation and skills development.

About Blue Yonder:

Blue Yonder (formerly JDA Software) provides seamless, friction-free commerce, empowering every organization and person on the planet to fulfill their potential. Blue Yonder’s machine learning-driven digital fulfillment platform enables clients to deliver to their customers when, how and where they want it. Applying over 35 years of domain expertise, contextual intelligence and data science, Blue Yonder is helping more than 3,000 of the world’s leading manufacturers, retailers and logistics companies create more autonomous, sustainable and profitable operations.

“Blue Yonder” is a trademark or registered trademark of Blue Yonder Group, Inc. Any trade, product or service name referenced in this document using the name “Blue Yonder” is a trademark and/or property of Blue Yonder Group, Inc.


Blue Yonder Public Relations Contacts:

Jolene Peixoto, Vice President, Digital and Corporate Communications

Tel: +1 978-475-0524,

Marina Renneke, APR, Corporate Communications Manager

Tel: +1 480.308.3037,

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