In principle, the larger the company, the greater the benefits that can be realized from internal knowledge sharing. In practice, knowledge management efforts have found it difficult to exploit valuable but scattered knowledge about customers, competitors, products, and techniques.
Artificial intelligence tools for product design have largely been sold to engineering leaders as a productivity story: faster renders, quicker iterations, fewer manual CAD operations. According to the latest market study by ABI Research, the market for artificial intelligence in product design is set to grow from $628 million in 2025 to $4.3 billion by 2035; that's a 21.3 percent compound annual growth rate. The trajectory reflects a market moving past assistive tools and into a phase where AI becomes structurally embedded in how products get engineered, simulated, and validated. For executives overseeing engineering, product development, and R&D organizations, this is no longer a tooling decision. It is a competitive positioning decision, and the window to shape it is narrower than most roadmaps assume. The Ten-Year Growth Outlook Mechanical product design and simulation is the AI beachhead within manufacturing. A full 62 percent of manufacturers are already running AI projec...