Humanoid robots built for factory and warehouse work currently cost between $150,000 and $500,000 per unit, a price McKinsey researchers say needs to drop to somewhere between $20,000 and $50,000 before large scale adoption becomes economically realistic, according to the consulting firm's QuantumBlack report "The Symbiotic Enterprise." The same report tracked how companies that redesign work around AI agents see outsized returns compared with those that simply layer AI onto existing processes.

A European utility that rebuilt its customer service operation around AI voice agents now has more than 40 percent of inbound calls fully identified and verified by AI without human involvement, cutting the average cost of handling those calls by close to 50 percent. In financial services, one large firm built an AI agent factory to develop a new payment system from scratch and reported productivity gains of 40 percent or more.

Broader adoption numbers show the gap between experimentation and full deployment. More than 80 percent of companies now use AI in at least one business function, up from 50 percent in 2022, yet fewer than 10 percent of organizations report scaling AI agents within any single function. McKinsey's researchers frame the pattern as evidence that cost reduction and workflow redesign will determine how quickly automation spreads across physical and cognitive work, alongside continued gains in AI capability itself.

Source: McKinsey & Company - https://www.mckinsey.com/capabilities/quantumblack/our-insights/the-symbiotic-enterprise