Skip to content
Search AI Powered

Latest Stories

Gartner: Companies should create digital twins of their customers as well as themselves

“Digital twin of the customer” can improve demand forecasting accuracy, customer experience, and the use of AI/ML tools, firm says.

gartner 2023-07-20-digital-twin-of-customer-csco.png

Most chief supply chain officers (CSCOs) could get more benefit from their digitalization plans if they also took their customers’ operations into account, according to a survey from the technology consulting firm Gartner Inc. 

While an increasing number of companies are creating digital twins of their own supply chains, they are missing an opportunity to also build a “digital twin of the customer” (DToC), mirroring conditions at retailers, consumers, patients, or machine customers, the firm said. That nascent technology has the potential to revolutionize demand forecasting accuracy, vastly improve customer experience, and serve as a critical input to enhance the use of AI/ML tools.


The analysis comes from a Gartner survey of 380 supply chain leaders conducted  in January 2023, which found that while 60% are piloting or plan to implement a digital supply chain twin (DSCT), just 27% were also planning to incorporate a DToC as part of their digital strategy.

Gartner defines DToC as a dynamic, virtual representation of a customer that simulates and learns to emulate and anticipate behavior. A DToC can and should complement a broader DSCT, helping to shift from a cost-centric and reactive posture to one that is instead proactive and growth-oriented.

Despite those potential gains, the barriers to adoption of DToCs include a lack of awareness of the transformational benefits, a lack of digitalization skills, and concerns about customer trust and data privacy regulations, Gartner said.

“Supply chain leaders understand the importance of the customer in their physical supply chains, but most have not yet translated this lesson to the digital realm,” Beth Coppinger, senior director analyst in Gartner’s Supply Chain Practice, said in a release. “The opportunity for transformational benefits from a digital twin of the customer far exceeds the potential that most supply chain leaders see today. A digital supply chain twin that includes a digital twin of the customer can account for changing customer behaviors under a variety of conditions and support the growth plans of the organization.”
 

 

Recent

More Stories

AI image of a dinosaur in teacup

Amazon to release new generation of AI models in 2025

Logistics and e-commerce giant Amazon says it will release a new collection of AI tools in 2025 that could “simplify the lives of shoppers, sellers, advertisers, enterprises, and everyone in between.”

The launch is based on “Amazon Nova,” the company’s new generation of foundation models, the company said in a blog post. Data scientists use foundation models (FMs) to develop machine learning (ML) platforms more quickly than starting from scratch, allowing them to create artificial intelligence applications capable of performing a wide variety of general tasks, since they were trained on a broad spectrum of generalized data, Amazon says.

Keep ReadingShow less

Featured

Logistics economy continues on solid footing
Logistics Managers' Index

Logistics economy continues on solid footing

Economic activity in the logistics industry expanded in November, continuing a steady growth pattern that began earlier this year and signaling a return to seasonality after several years of fluctuating conditions, according to the latest Logistics Managers’ Index report (LMI), released today.

The November LMI registered 58.4, down slightly from October’s reading of 58.9, which was the highest level in two years. The LMI is a monthly gauge of business conditions across warehousing and logistics markets; a reading above 50 indicates growth and a reading below 50 indicates contraction.

Keep ReadingShow less
chart of top business concerns from descartes

Descartes: businesses say top concern is tariff hikes

Business leaders at companies of every size say that rising tariffs and trade barriers are the most significant global trade challenge facing logistics and supply chain leaders today, according to a survey from supply chain software provider Descartes.

Specifically, 48% of respondents identified rising tariffs and trade barriers as their top concern, followed by supply chain disruptions at 45% and geopolitical instability at 41%. Moreover, tariffs and trade barriers ranked as the priority issue regardless of company size, as respondents at companies with less than 250 employees, 251-500, 501-1,000, 1,001-50,000 and 50,000+ employees all cited it as the most significant issue they are currently facing.

Keep ReadingShow less
diagram of blue yonder software platforms

Blue Yonder users see supply chains rocked by hack

Grocers and retailers are struggling to get their systems back online just before the winter holiday peak, following a software hack that hit the supply chain software provider Blue Yonder this week.

The ransomware attack is snarling inventory distribution patterns because of its impact on systems such as the employee scheduling system for coffee stalwart Starbucks, according to a published report. Scottsdale, Arizona-based Blue Yonder provides a wide range of supply chain software, including warehouse management system (WMS), transportation management system (TMS), order management and commerce, network and control tower, returns management, and others.

Keep ReadingShow less
drawing of person using AI

Amazon invests another $4 billion in AI-maker Anthropic

Amazon has deepened its collaboration with the artificial intelligence (AI) developer Anthropic, investing another $4 billion in the San Francisco-based firm and agreeing to establish Amazon Web Services (AWS) as its primary training partner and to collaborate on developing its specialized machine learning (ML) chip called AWS Trainium.

The new funding brings Amazon's total investment in Anthropic to $8 billion, while maintaining the e-commerce giant’s position as a minority investor, according to Anthropic. The partnership was launched in 2023, when Amazon invested its first $4 billion round in the firm.

Keep ReadingShow less