By: Esther Shein
The shift toward AI-informed sourcing is rapidly transforming how the industry forecasts demand, manages inventory and mitigates logistical risk.


Esther Shein is a freelance writer at various esteemed publications. She specializes in business, technology, and education, with a focus on themes such as AI, cloud computing, and consumer tech. Her work has been featured in notable outlets including VentureBeat, Security Boulevard, and TechRepublic.
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Esther Shein's articles primarily focus on technology, software and SaaS, as well as business-related topics. Her coverage often includes press releases and data citations.
To effectively reach Esther, consider providing insights or commentary related to digital transformation in businesses, IT strategy, cybersecurity trends including cyber insurance, AI ethics and implementation challenges faced by CIOs. Additionally, she may be interested in products for software supply chain security and strategies for building digital fluency within organizations.
Given her broad interest in global tech issues with no specific geographic focus mentioned, offering international perspectives or case studies could also capture her attention.
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