Draw customers in
If you aren’t currently tracking the metrics that you need, get them set up and running before you deploy a new initiative. Once you’ve decided where to deploy AI and chatbots, how do you get from idea to action? There’s four more things to put in place before pressing the go button on your new smart chat assistant. If the AI is suggesting articles that aren’t relevant, you can remove them from the AI’s view. Using Freshdesk’s chatbot, you can choose which folders the chatbot reads and sends to customers. Artificial Intelligence is defined as a computer system that simulates a human’s ability to understand and learn.
![talk to ai chatbot](image/jpeg;base64,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)
It’s also twice as knowledgeable, while being factually incorrect 47% less often. We also found that only 0.16% of BlenderBot’s responses to people were flagged as rude or inappropriate. Many tech companies do not like to test their chatbox with the public because they think that it can severely damage the company’s image if it doesn’t work properly. But if they want to improve their bot’s working, it is best to open them to public use so the bots get an open environment to chat with people who can double trick them. This is solely for the betterment of the AI as the engineers who develop them couldn’t get to the depth of it, even if they try as hard as possible.
You have to put in time and care to design a strategic chatbot experience
Drift chatbots ask qualification questions and create leads in your CRM . Once a lead is qualified, the chatbot can automatically book meetings for sales teams by connecting to calendars to pull availability. Drift also allows companies to identify the highest-valued and intelligently send personalized welcome messages to VIPs. If other questions arise during the conversation, Drift can integrate with some of the best knowledge base tools like Zendesk, Help Scout, HelpDocs and others to surface relevant information. Artificial intelligence chatbots use machine learning and natural language processing to figure out what the user intent is and how to generate the right response. They have a number of questions provided and they are able to understand the user intent based on them.
![talk to ai chatbot](image/jpeg;base64,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)
In the next step, we will integrate the front-end code with the Web Speech API. Socket.IO is a library that enables us to use WebSocket easily with Node.js. Send the user’s message to a commercial natural-language-processing API as a text string.
Power up your marketing
If bots are unable to understand any query it will be routed to the best human representative. Bots easily interpret customer’s queries and offer quick replies that make them satisfied. Getting their basic questions answered immediately by a chatbot improves your customers’ satisfaction.
ServisBOT’s AI-Driven Chatbot Automation Solution is Now Available Through the Black Knight Servicing Digital Solution – Business Wire
ServisBOT’s AI-Driven Chatbot Automation Solution is Now Available Through the Black Knight Servicing Digital Solution.
Posted: Wed, 19 Oct 2022 11:00:00 GMT [source]
It mirrors the way humans communicate by understanding each other’s questions and giving appropriate responses. Kuki is a free AI chatbot to talk to about anything and everything. It tries to establish friendships with users through a chat and learns based on communication with people. This is a Google AI chatbot that can be integrated with multiple channels, such as websites, mobile applications, and Facebook Messenger. The visual flow builder reduces the time you need to spend on the development of the flow of the dialog because you see the changes in real-time. For instance, Answer Bot uses machine learning to learn from each customer interaction to get smarter and provide better answers over time.
Using a chatbot to gather this preliminary information before connecting the customer to a human can shorten the wait times for customers and make customer support agents more efficient. When chatbots don’t have the answer and agents are unavailable, customers can create help tickets that live agents will see when they come back online. Vergic offers an AI-powered chatbot that can serve as your businesses’ first line of customer support, handle transactional chats, and transfer more complicated problems to your actual customer service agents.
Why do AI chatbots so often become deplorable and racist? – Verdict
Why do AI chatbots so often become deplorable and racist?.
Posted: Tue, 18 Oct 2022 11:56:46 GMT [source]
For support teams in the ecommerce, SaaS, financial services, and health industries, Solvvy is an AI chatbot that’s worth your consideration. Zowie is a self-learning AI that uses data to learn how to respond to your customers’ questions, meaning it leverages machine learning to improve its responses over time. Based on G2 reviews, Zowie has an impressive overall rating of 4.9 out of 5 stars. And it’s especially popular among e-commerce companies focused on a variety of products including cosmetics, apparel, consumer goods, clothing, and more. With Zendesk, you can easily automate your customer conversations on their favorite channels like WhatsApp and Facebook Messenger in one service agent view – including Solvemate’s chatbot. Customer data is also mapped to the appropriate fields in Zendesk, or the bot can create a new customer record if it does not already exist.
It helps users with more than 20 languages around the globe and also offers smart ways to engage readers in learning language and vocabulary in a more native way. Watson Assistant can run on your website, messaging channels, customer service tools, and mobile app. The chatbot also comes with a visual dialog editor, so you don’t need any coding experience to develop it.
![talk to ai chatbot](image/jpeg;base64,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)
With all the things that artificial intelligence chatbots can do, there are times when they almost seem like magic. And that makes AI chatbots a source of confusion for the people who encounter them. Artificial intelligence chatbots are a fascinating advancement in today’s digital technology landscape. They can do it all — whether it’s helping you order a pizza, answering specific questions, or guiding you through a complex B2B sales process. Bots respond accurately to the inputs of the customers and deliver authentic conversational experience. Route chats to a human rep at the right time in order to deliver humanized support to the complex queries.
You’re spending more on hiring and staffing, and it’s not very efficient. Rohrer has tested Project December several times, modelling the chatbot on people from his own life who have passed away, including his grandparents, aunt, and childhood piano teacher. He said it gave him a chance to think about them, and relive old memories.
It also gives you space where you can safely share your thoughts, feelings, and beliefs. This AI bot has a team of doctors, data scientists, and medical researchers behind its origins. It can provide the patient with relevant information based on their health records to reduce the human factor. It then creates reports talk to ai chatbot with actionable insights for HR to improve employee engagement and well-being. It can also aid you in predicting attrition and measuring company culture in real-time with a personalized reach out to employees. Your bot will use NLP technology to support your shoppers better and engage with them more efficiently.
- With some platforms, like Dialpad Ai Contact Center, you can get chatbot functionality that’s fully integrated into your communications platform.
- But, studies show that by 2020, 85% of customer interactions were to be handled without a human.
- When chatbots don’t have the answer and agents are unavailable, customers can create help tickets that live agents will see when they come back online.
The advantages of using chatbots for customer interactions in banking include cost reduction, financial advice, and 24/7 support. This is where our chatbot technology can be of real use – in handling preliminary customer interaction and building a long-term relationship with your customers. Our chatbot technology can be used for automating internal business processes – you could use our AI bot to manage enterprise learning and people development or carry out corporate training.
And you’ll be available for your customers 24/7 so you don’t miss out on any sales opportunities. More sensitive or complex issues such as technical questions or billing or payment questions usually don’t make sense for a bot. But if a bank sees hundreds of calls about its routing number or an e-commerce company gets bogged down with questions about its return policy, those would be great inquiries to deflect to a bot. That way, agents don’t have to waste time responding to the same questions over and over.
![https://metadialog.com/](image/jpeg;base64,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)