Jen Vescio, President of Empiric Earth – Interview Series

Jen Vescio is President of Empiric Earth, overseeing product strategy, corporate development, and commercialization. She previously served as Chief Business Development Officer at Uber, where she led global business development and new partnerships in mobility and autonomy. Her experience also spans investing in and advising emerging technology companies, with a focus on helping physical AI…

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Crisp Launches Halo to Bring Retail AI Inside Enterprise Cloud Environments

Crisp has launched Halo, a retail AI platform that can run inside an enterprise’s own cloud environment, bringing sales and supply-chain analysis closer to the data and governance systems companies already operate. Announced on October 29, the platform targets consumer packaged goods (CPG) manufacturers, retailers, distributors and brokers. The launch addresses a familiar retail problem:…

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Sapan Pandya, Senior Software Engineer and IEEE Senior Member – Interview Series

Sapan Pandya is a Senior Software Engineer and IEEE Senior Member based in New Jersey, with more than ten years of experience in resilient distributed transaction systems. His work spans transaction integrity, integration between software and physical devices, production troubleshooting, and deployment validation in regulated environments. He holds a master’s degree in Computer Science from…

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AI Readiness Starts with Trusted Product Data

Manufacturers are investing heavily in AI, digital thread initiatives, automation and enterprise modernization to improve productivity and decision-making. Much of the conversation focuses on AI models, infrastructure and integration. But many organizations are overlooking a fundamental prerequisite for these efforts: confidence in the underlying product data and business rules that drive operational decisions. The challenge…

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AI Adoption Is Up. But Is Business Performance?

Companies are struggling to turn AI investment into meaningful returns. Usage is growing, yet only 13% of organizations report significant transformational value from AI. This gap should prompt leaders to take a step back and ask whether they are measuring activity or meaningful change. Under pressure to demonstrate clear AI ROI, organizations often turn to…

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