Effective AI-powered customer relationship management strategies combine automation and human expertise.

Industries have embraced artificial intelligence (AI) due to its ability to process more information and automate tasks. Businesses are now using AI to deliver more responsive customer experiences. Customer relationship management (CRM) depends on collecting customer information to help employees respond efficiently. AI is being integrated into CRM to use automation to interpret collected data, identify patterns, and interact with customers.

Context is Becoming a Core CRM Capability

As AI is integrated into customer relationship management (CRM), the goal is to reduce customer frustration and system friction. The most useful AI CRM tools improve service while leaving important decisions to people. Twilio is a technology company that provides communication software to businesses that is AI-powered and focused on improving customer support.

“AI is bringing intelligence and creating an intelligence layer and providing that to everyone. So that intelligence, which was sought after a decade back, is now going to get commoditized. What will differentiate a professional or company or person is the human judgment,” says Sidharth Ramsinghaney, the Director of Corporate Strategy at Twilio.

Using AI to Reduce Customer Friction

When a person is dealing with customer support, a major point of frustration is having to repeat information throughout the interaction. Traditional systems often have information about customers stored in different places depending on how the customer contacted the company. If a customer sends an email and later chats with an employee, the person handling the support call might not have access to the information that the customer sent previously. The Twilio system draws customer information from different sources, such as email, chats, and phone calls. 

“If you are frustrated, we will not make you wait 10 minutes from one agent to another or IVR (Interactive Voice Response). Removing human inefficiencies, pulling in AI to create contextual conversations with the end user, but also having the intelligence and ability to bring in a human in the loop as soon as it is needed,” says Ramsinghaney. 

AI Can Make Customer Interaction More Personalized

AI has made analytical capabilities available to all businesses, making it more common across industries. AI’s competitive advantage in the business space comes from knowing what to do with the information and analytics it gathers. 

“We are going to make every business seamless, as if they know their customers inside out. If you pick up the phone, the other organization will literally say, ‘Hey, John, I know you are at the airport. I know your flight got canceled. Here’s the option,’” says Ramsinghaney.

Using AI as a research and curation tool can help avoid generic communication with customers. With human expertise guiding the process, customers can experience a more personalized interaction. 

AI Makes Sales Outreach More Relevant

By using CRM AI, sales teams can prepare and strategize customer interactions. AI can help reduce preparation time by researching potential prospects and summarizing account information. The Sales-Led GTM Agency is a B2B (business-to-business) sales consulting and training firm. It helps companies build stronger sales strategies. 

“I think the primary way that I am seeing AI used right now is to give our customers more, and they don’t want more. They want curation. They don’t want seven emails. They want one exceptional email… I’d like to see it used more as a tool of curation,” says Leslie Venetz, founder of The Sales-Led GTM Agency.

AI can help companies sell more effectively, especially through outbound sales, by generating better communication. It’s about earning the customer’s attention through concise language. 

“Before you send that email, what have you put in the email that earns you the right to even ask for somebody’s attention? Before you show up to a discovery call, what have you done to earn the right to ask for that much of their time?” says Venetz. 

“LLMs are truly just statistical apps. And if we think about that in the context of customer relationship management, are we really saying that we think our customers are only worthy of average knowledge, average outreach, average information? The human-in-the-loop element remains essential because anything else without humans is going to be statistically average,” says Venetz. 

Why Human Judgment Still Matters

There is a misconception that AI eliminates the need for human expertise and oversight. Though AI can gather and analyze large amounts of data and give responses, it doesn’t know how to judge which response will have the most impact on a specific situation. Human judgment remains valuable even as AI is adopted by businesses.