Robotics presents a potential avenue for a US manufacturing renaissance, particularly in specialized areas where high wages and skills shortages make human labor less competitive. Companies like Agility Robotics are establishing factories, such as the 70,000 square foot RoboFab in Salem, Oregon, to produce human-like robots designed for warehouse and logistics tasks. Agility plans to start building its Digit model bipedal robots within 12 months, with an initial capacity of hundreds, eventually scaling to 10,000 units annually for Fortune 100 companies. This approach leverages automation and software to enable manufacturing in various US locations, supported by government initiatives like President Joe Biden's $1 trillion infrastructure bill and the Department of Energy's $400 billion clean technology loan program. However, venture capital disproportionately favors software, IT, and fintech, with only 2% of the $44 billion raised by VCs in Q1 2023 going to industrial sectors.

The integration of AI-powered humanoid robots is expected to transform production lines, offering increased precision and consistency in tasks like picking, sorting, and quality control. Experts predict that AI will lead to further job cuts in manufacturing, following the replacement of 6 million to 9 million global manufacturing jobs by non-AI robots since the 1980s, including approximately 500,000 in the US. A survey by Nash Squared indicated that 14% of jobs in manufacturing and automotive could be lost to automation technologies, including AI, within five years. While some believe AI will create more jobs than it eliminates, addressing the global shortage of manufacturing skills remains crucial for maximizing the benefits of these advancements.

Despite the potential, significant obstacles challenge the widespread adoption of robots in US manufacturing. The cost of integrating automation is substantial; a "cobot" costs between $25,000 and $50,000, but a full installation, including sensors and infrastructure, can reach $150,000 for a single robot. This cost deters many small to medium-sized manufacturers, with only 20% of factories employing 50-150 people using robots, compared to half of those with over 1,000 staff. Furthermore, robots are less economical in sectors with frequently changing products due to the need for reprogramming. The US also faces reliance on imported robots and components, with leading manufacturers based outside the country, and tariffs could burden US companies. A lack of skilled workers to install, program, and maintain robotics, alongside a shortage of expertise to utilize existing equipment, also poses a significant hurdle, as evidenced by common "robot graveyards" in factories. Union opposition to automation also represents a challenge, as seen in the International Longshoremen’s Association strike over automation, which cost the US economy billions.