
Data Ownership and Trust in AI
When enterprises consider AI, one concern rises above all others: what happens to our data?
Product development involves some of the most sensitive information a company holds from BOMs and material costs to design guides and supplier strategies. Without clear answers about storage, training, and control, AI adoption feels risky.

The Importance of Scope and Data Control: Why Generic AI Isn’t Enough for Product Development
AI is everywhere. Tools like ChatGPT have shown how quickly ideas can be generated, answers produced, and tasks accelerated. But in product development, speed alone is meaningless if the output isn’t precise, contextual, and actionable.