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Industrial service teams face rising equipment complexity, a retiring expert workforce, and scattered service data, driving up cost-to-serve, suppressing first-time fix rates, and forcing AI and remote diagnostics from optional to necessary faster than most organizations can deploy them well.
According to the U.S. Census Bureau, the share of manufacturing and wholesale trade employment concentrated at firms where at least a quarter of the workforce is over 55 nearly tripled between 2000 and 2022 — from 14% to over 40%. That aging base sits behind a projected talent shortfall that NAM, citing Deloitte and The Manufacturing Institute, puts at 2.1 million unfilled manufacturing jobs by 2030, with a potential economic cost of $1 trillion in that year alone. Specifically in technical and engineering-heavy trades, the U.S. Department of Energy has reported that 52% of skilled technicians and engineers may need to be replaced within the next 10 years.
