Humanoid robots are moving closer to entering mainstream business operations. That is the conclusion of a new McKinsey report in which the consulting firm outlines both the rapid progress being made and the reasons why large-scale deployment is not yet imminent. Around fifty companies worldwide are developing humanoids, and a smaller group is already running pilots in logistics, inspection and industrial environments. According to McKinsey, a combination of labour shortages, the need to automate human-designed workspaces and the rise of powerful AI models is accelerating interest in this robot type.
The consulting firm points out that the human-like form factor is a key advantage. Humanoids can navigate environments built entirely for people: stairs, ladders, tight passages and hand tools can be used without major adjustments. This makes them suitable for workplaces where traditional automation struggles to fit.
Still, the report stresses that it is too early to speak of a full commercial breakthrough. Safety remains one of the biggest challenges. Current generations of humanoids cannot yet operate freely next to humans without additional protective measures, as systems for fall detection, force limitation and predictable behaviour are still maturing. Practical uptime is another concern: many platforms run for only a few hours per battery charge, while companies expect robots to operate for shifts similar to human workers.
Fine manipulation also lags behind mobility. Humanoids can now walk, climb and handle stairs, but grasping, moving and manipulating varied objects in real-world settings remains a complex technical task. On top of that, costs are still high. McKinsey argues that lower prices and a mature supply chain are needed before broader adoption becomes viable.
Even so, the first practical applications are emerging. In logistics warehouses, humanoids are being tested for moving totes and performing simple inspections, especially in locations designed for human workflows. In sectors such as energy and petrochemicals, early trials focus on inspection tasks in hazardous or confined environments where the human-like body shape is beneficial.
The report also highlights stark regional differences. China is investing heavily in a broad ecosystem that enables rapid scaling and cost reduction. North America focuses on performance and vertically integrated technology stacks, while Europe prioritises safety, certification and trust. According to McKinsey, these divergent strategies will shape which players can scale fastest in the coming years.
A supplementary report on the construction sector shows how that industry is preparing for humanoids as well. Ongoing labour shortages and modest productivity growth are driving interest in tasks such as material handling, workspace preparation, finishing work and inspection. More complex activities, such as structural assembly, remain out of reach for now. McKinsey advises construction companies to decide early whether they want to position themselves as early adopters or wait until the technology matures.
The consulting firm concludes that humanoids are not meant to replace existing robot systems but to complement them, particularly in environments where automation is otherwise difficult or costly. The coming years will be decisive: companies will experiment, scale where possible and discover where humanoid robots actually add value in day-to-day operations.
