Medical Device and Pharmaceutical Product Development and Compliance

Cognition Blog

Our blog navigates product development and compliance for the life science industry. Our solutions save time and money, delivering products with less risk.

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Product Development | Structured Data | AI

Structured Data – The Foundation for Effective AI in Product Development

By: Dale Gallaher
October 21st, 2025

Artificial intelligence (AI) is reshaping how products are designed, built, and brought to market. From automating routine tasks to providing predictive insights, AI promises to accelerate engineering and improve outcomes across industries. But while the potential is enormous, the reality is clear: AI is only as effective as the data it’s built on.

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