In 2023, the global digital twin market was valued at USD 16.75 billion and is anticipated to expand at a compound annual growth rate (CAGR) of 35.7% from 2024 to 2030. Digital twin technology, which creates virtual replicas of physical systems, is gaining popularity as it bridges the gap between the digital and physical worlds. This technology's ability to streamline operations, optimize...

Cell Culture Industry Overview The global cell culture market was valued at approximately USD 16.59 billion in 2022 and is projected to experience a compound annual growth rate (CAGR) of 11.32% from 2023 to 2030. This growth is largely driven by the increasing adoption of cell culture methods aimed at developing substrates that ensure the safe production of viral vaccines, alongside a rising...

Predictive Maintenance Industry Overview The global predictive maintenance market was valued at USD 7.85 billion in 2022, with a projected compound annual growth rate (CAGR) of 29.5% from 2023 to 2030. The integration of artificial intelligence (AI) and machine learning (ML) into predictive maintenance solutions helps to prevent unplanned downtimes and asset failures. AI-driven maintenance...