AI should not be applied to every business in the same manner, according to Chris Meyer, professor of practice and the director of undergraduate education at the Lally School of Management at Rensselaer Polytechnic Institute. He details his research on the subject in a new conceptual paper published today in a special issue of theJournal of Service Managementon "AI and Machine Learning in Service Management."

"AI has the potential to upend our ideas about what tasks are uniquely suited to humans, but poorly implemented or strategically inappropriate service automation can alienate customers, and that will hurt businesses in the long term," Meyer said.

According to Meyer's findings, the choice to use automation or AI needs to be a strategic decision. If a business competes by offering a substantial amount of human interaction, or has a range of service offerings that change from client to client, the company will have a lower success rate in replacing human professionals with AI technologies. Meyer also found that the opposite is true: Businesses that limit customer choice and interaction will see greater success if they choose to automate.

Business leaders considering a switch to automation must carefully examine their strategies for managing knowledge resources. Before companies invest in AI, they need to understand whether replacing human judgment and interaction with digital technologies and algorithms is a strategically sound idea.

"The ideas are of use to managers, as they suggest where and how to use automation or human service workers based on ideas that are both sound and practical," Meyer said. "Managers need guidance. Like any form of knowledge, AI and all forms of service automation have their place, but managers need good models to know where that place is."

Furthermore, Meyer determined that in businesses where trust and reputation are critical factors in building and maintaining a client base, people will be more likely to be effective than automated technologies. Conversely, in areas where human biases are particularly harmful to the service provision, AI will be a relatively better tool for companies to employ.

Meyer also asserts that many businesses will ultimately be using a mix of people skills and automation to effectively compete. Even AI, which can handle very sophisticated tasks, works best alongside humans -- and vice versa.

"Automation and human workers can and should be used together," Meyer said. "But the extent of automation must fit with the business's strategic approach to customers."