Manufacturing is entering a period of expansion.
Industrial space demand is rising, investment in model-based enterprise is accelerating, and manufacturers are pouring capital into data, simulation, and AI. But growth alone doesn’t guarantee performance.
As factories scale, the connection between design, data, and execution becomes the real determinant of productivity.
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Industry Signals
1. Model-Based Enterprise Market Growth
The global model-based enterprise market is projected to surpass $109 billion, driven largely by U.S. investment in advanced manufacturing infrastructure. As more companies move toward model-centric operations, the product model is becoming the organizing system for engineering, planning, and production.
2. Manufacturing’s Top Pain Points
Manufacturers continue to struggle with fragmented workflows, workforce gaps, and inefficient production processes. Many of these pain points trace back to inconsistent operational definitions, like when process knowledge lives in people, spreadsheets, or disconnected systems rather than structured models.
3. Industrial Recovery Gains Momentum
Manufacturing, fabrication, and materials processing firms occupied 66 million square feet of bulk space in 2025, up nearly 50% from the 44 million square feet recorded in 2024. Industrial expansion is accelerating, placing renewed pressure on production systems to scale efficiently.
4. The Data Revolution in Manufacturing
Investments in simulation software, machine learning, and advanced analytics only deliver value when the underlying data is reliable. Poor data hygiene and inconsistent production inputs quickly undermine even the most sophisticated digital tools.
Manufacturing is growing again.
Factories are expanding. Digital tools are advancing. Investment is rising.
The advantage will go to manufacturers who ensure that growth is supported by structured production systems where models, data, and execution remain aligned.
Thanks for reading this issue of The Model-Based Manufacturer.
See you in two weeks.
— The Dirac Team