How AI in Product Development Maximizes Portfolio ROI
Insights, Business Outcomes & ROI Andrei Dumitrescu Insights, Business Outcomes & ROI Andrei Dumitrescu

How AI in Product Development Maximizes Portfolio ROI

For executives, product development decisions are among the most consequential they make. Portfolio ROI, speed to market, and the ability to stay competitive all hinge on the quality and timing of these choices. Yet in most organizations, decision-making is slowed by incomplete data, outdated processes, and expensive reliance on consultants.

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Data Ownership and Trust in AI

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.

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