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Question 1: Which phase of the product development lifecycle in the chemical industry typically involves the most significant iteration and testing of formulations?

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Question 2: How does the integration of automation technologies impact technology adoption in chemical manufacturing?

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Question 3: In the adoption of artificial intelligence (AI) for process optimization, what is the biggest obstacle for chemical companies?

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Question 4: In market trend analysis, how can an Innovation Manager assess the impact of changing environmental regulations on chemical demand?

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Question 5: Which of the following best describes "open innovation" in the context of the chemical and petrochemical industries?

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Question 6: How does the integration of digital twins enhance the product development process in the chemical industry?

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