by Namita Shrivastava | Apr 14, 2023 | Uncategorized
AI has become a ubiquitous trend that can be seen everywhere, from homes and offices to roads. AI is omnipresent – wherever you go, you will notice its technology.
This is not the end. The AI industry is adapting to growth at a drastic speed. According to the latest statistics, the AI industry is expected to grow by more than 13 times over the next seven years.
A few years ago, artificial intelligence only existed in computers and mobile phones and performed only a few tasks. But now, it can talk to humans through assistant devices like Google Home or Alexa, just to name a few.
The AI-enabled chatbot is another fantastic innovation that is rapidly gaining popularity. This technology has become a key driver of innovation and growth. If you are wondering how AI-enabled chatbots contribute to growth and innovation, you must read this article to clear all your doubts.
This article will provide you with all the necessary information about chatbots, including an overview of their benefits and working model. You will also gain in-depth knowledge of how these AI-enabled chatbots are becoming the key driver of innovation and growth. So, let us dive into the world of AI-enabled chatbots.
What are AI chatbots?
AI chatbots are computer programs that simulate human conversation through natural language processing (NLP) technology. This technology enables the chatbot to understand written or spoken language, interpret it, and respond in a way that resembles human conversation.
What makes AI chatbots unique is that they are programmed to learn from conversations and adapt their responses accordingly. This means that they can improve their accuracy and efficiency over time.
Another key feature of AI chatbots is their ability to comprehend languages beyond pre-programmed commands. This allows users to communicate in their preferred language and express their intentions in a natural and intuitive way.
We hope this section has helped you get an understanding of AI-enabled chatbots. If you are thinking about how these chatbots work and how they can benefit you, you must read the next sections.
How do AI-enabled chatbots work?
AI-enabled chatbots are artificially intelligent technologies that act like humans and carry out programmed tasks based on specific triggers. They respond to a person in a way that a human would. These chatbots mainly depend on the following aspects:
- NLU Engines – NLU or natural language understanding engine is all about understanding users’ intent, classifying the intent, and extracting the entitles. This engine commonly understands the form of text. It uses Automated speech recognition to convert speech into the text if someone uses audio input.
- Dialogue Manager – Dialogue manager or DM handles the extracted context of users’ dialogue. It has two sub-component- dialogue state tracking (DST) and dialogue policy (DP). DST maintains the intent of the previous conversion and determines whether the new entity received should change the current value. DM consults with DP after DST updates the current conversation. DP help DM in taking the next best step to complete the task.
- NLG – NLG ends the chatbot’s architecture. This element contributes to the generated responses based on the output of the DM. It converts unstructured data into text.
We hope you have understood the three main components on which AI-enabled chatbots depend. The following are the crucial steps of AI-enabled chatbots-
- Input Generation
The working process of AI-enabled chatbots starts with input generation. The AI-enabled chatbots start working when a user types an input. These chatbots can collect such inputs when displayed on applications such as Whatsapp, Facebook, and more.
- Input Analysis
The AI-enabled chatbots analyze the input with the help of NLU after receiving it. By identifying intent, the tone of the natural utterance, and sentiment, NLU fragments text to find the precise meaning of the input. The machine learning engine matches the intent with the database to find the relevant information.
- Output Generation
After understanding what users mean, AI-enabled chatbots work to provide the best possible answer that matches customer queries. The AI-enabled chatbots produce a written response with the help of NLG, or natural language generation, which is then communicated to the user.
- Reinforcement Learning
The AI-enabled chatbots also focus on the learning process. Indeed, several conversations become successes or failures. But AI-enabled chatbots learn from these failures. These chatbots relearn and refine their responses based on users’ experiences. This data helps AI-enabled chatbots gather a variety of utterances and intent to act as a basis for their ongoing learning.
Benefits of AI-enabled chatbots
AI-enabled chatbots are becoming so popular throughout the world. Almost every internet user is fascinated by these chatbots. Below are the top benefits of AI-enabled chatbots-
- Gather Insightful Information
AI-enabled chatbots can help businesses gather insightful information from customer interactions. Companies can discover opportunities for improvement and enhance their processes for fulfilling their client requirements by analyzing these conversations. AI-powered chatbots also enable businesses to measure key performance metrics such as response times and conversion rates, as well as acquire insights about their consumers’ requirements, behaviors, and preferences.
- Personalization
AI-powered chatbots can be trained to personalize conversations depending on prior interactions and preferences of the user. This can assist businesses in providing a better user experience and strengthening connections with their customer base.
- Scalability
AI-driven chatbots can handle multiple queries at once, making them highly scalable. This can assist businesses in saving the expenses of hiring and training additional employees to answer customer support enquiries during busy hours.
AI-powered chatbots have so many advantages that it is impossible to list them all here. That is why AI-enabled chatbots are the key to growth and innovation. However, there are other factors behind the AI-enabled chatbot’s popularity as the key to growth and success, and the next section will help you understand these factors and how they can benefit your business.
How are AI-enabled chatbots driving innovation and growth?
AI-enabled chatbots come with a unique set of features that can allow you to drive growth and innovation in your business and other aspects of your life. AI-enabled chatbots are changing the way businesses interact with their customers. Below are the top ways in which AI-enabled chatbots are driving innovation and growth:
- Human Touch
AI-enabled chatbots can add a human touch to the way they interact with your customers. You might think it is impossible because AI is still far different from humans. However, chatbots can be trained to adopt a conversational tone, express sympathy, and personalize their replies to clients’ unique needs, producing a more personalized and human-like experience. The ability to mimic humans is among the top strengths of these chatbots.
This might sound odd, but sometimes AI-enabled chatbots can make communication easier than speaking to a human. This ability of AI-enabled chatbots is proof that these chatbots drive innovation.
- Check Symptoms and Book Appointments
Another innovation of AI-enabled chatbots is in the healthcare sector. AI-enabled chatbots in the medical industry can ask a series of questions to patients about their symptoms to provide medical advice. Based on the responses, the AI chatbot can identify whether the patient requires immediate care or not. Further, it can even book and schedule an appointment with a respective doctor and can also send reminders to patients about their appointment.
Additionally, the AI-enabled chatbot can transfer the information to the medical healthcare provider, eliminating the need for the patient to repeat themselves.
- Transforming Education System
AI-enabled chatbots are transforming how students access educational resources and helping schools, learning centers, and teachers with tasks related to administration. These AI chatbots may simplify and automate enrollment and registration procedures, provide simple access to educational content, and proactively share important information with parents and students.
- Revolutionise Insurance Processes
For insurance companies, processes like claims, applications, and verifications can be complex and time-consuming. However, AI-enabled chatbots have emerged as an efficient and secure option for insurers to handle these tasks with ease. Additionally, a recent poll indicated that 7 out of 10 customers prefer online chat or video options over in-office claim processes.
- Simplify Product Catalog Browsing
Extensive product catalogues are a common characteristic of eCommerce businesses, which can make manual browsing time-consuming and frustrating for users. By employing AI-enabled chatbots, eCommerce businesses can solve this problem and allow their users to converse Cross-Selling and Up-Selling an AI bot to assist them in finding what they are actually looking for.
- Cross-Selling and Up-Selling
Businesses belonging to the travel industry can recommend their additional services to customers during their interactions by leveraging AI-enabled chatbots, which can ultimately boost sales. Examples of these added services include providing a breakfast option with a room booking or advising upgrades such as first-class flights, or car rental services.
7. Product Recommendations and Improved Conversions
AI-enabled chatbots can observe your clients’ purchase habits and recommend related products that they might be interested in purchasing together. Additionally, you can train chatbots to promote your products and boost conversions. This innovation is helpful for e-commerce businesses.
The ways mentioned above are a few examples of the ability of AI chatbots to drive growth and innovation. There are a few other ways in which these chatbots are driving innovation and growth.
Conclusion
AI-enabled chatbots are the latest addition to the world of artificial intelligence. Most online users rely on them to get answers to their queries. Many businesses also use these chatbots to help customers with the most common problems. AI-enabled chatbots are also known as the key to innovation and growth. This article has covered information on how AI-enabled chatbots drive innovation and growth in different segments of businesses. We hope that the information provided in this article was helpful to you.
