Chatbot Development – Enterprise Mobility, Artificial Intelligence, Cloud, IoT, Blockchain Solutions & Services | Fusion Informatics Limited https://www.fusioninformatics.com/blog Lets Transform Business for Tomorrow Tue, 29 Dec 2020 11:21:39 +0000 en-US hourly 1 https://wordpress.org/?v=5.7.4 https://www.fusioninformatics.com/blog/wp-content/uploads/2014/02/favicon.png Chatbot Development – Enterprise Mobility, Artificial Intelligence, Cloud, IoT, Blockchain Solutions & Services | Fusion Informatics Limited https://www.fusioninformatics.com/blog 32 32 8 Best Frameworks for Chatbot Development in 2021 https://www.fusioninformatics.com/blog/8-best-frameworks-for-chatbot-development-in-2021/ https://www.fusioninformatics.com/blog/8-best-frameworks-for-chatbot-development-in-2021/#respond Tue, 29 Dec 2020 11:18:19 +0000 https://www.fusioninformatics.com/blog/?p=7017 8 Best Frameworks for Chatbot Development in 2021

Are you a business owner dealing with customers on a day-to-day basis? Are you very much dependent on your chatbots for your work? Are these chatbots suitably handling your customers, providing real value towards fulfilling your organization’s goal? Do you answer a ’Yes’? Then you are in the right place, doing the right thing for your business, for your customers. You need a virtual assistant in today’s digital world, and adopting digital technologies are the norms that you just can’t escape and elude! More and more chatbots are arriving, clad with AI and Machine Learning capabilities, changing the business landscape around. Let’s navigate through the eight best frameworks that will trend in the coming New Year 2021, for chatbot development –

1.IBM Watson  Assistant

This is a comprehensive, enterprise chatbot development framework, with Machine Learning capabilities and is a favorite among large companies for building some sophisticated AI chatbots serving internal needs. The very framework builds live, conversational types of chatbots compatible with varied devices, applications, and channels. If you wish to develop retail chatbots, or for banking or voice-powered chatbots exclusively for an Android application, this framework proves to be an ideal choice. IBM Watson Assistant uses the ML capabilities to build conversational models, GUI for non-technical users, supports around 13 languages, and having automated predictive analysis and a built-in translator, tone analyzer to distinguish between a positive and negative response, etc. The plus point is that it can be easily deployed in any environment, on-premise, or Cloud, with no hassle.

2.Chatfuel

Chatfuel is a leading framework for developing a Facebook Messenger Chatbot and does not require any coding. The framework helps build chatbots that are extensively used for personalized marketing, sales, and automating support in an organization. You just need to embed a Messenger chatbot to your website using Chatfuel’s Flows tab, or, Automate tabs. Just you got to go to your customer’s chat entry point or  Plugins, do a few selections, and add your chatbot to your website. The Chatfuel framework has plenty of preinstalled templates that can cater to multiple industries and use cases. It has an analytical dashboard, can integrate with multiple platforms, even a non-technical person can create, deploy a chatbot as per his requirement.

3.RASA

RASA is a leading name as an open-source framework that builds some amazing contextual chatbots. There may be many AI-driven chatbots that provide basic conversational functionalities like answering static FAQs, pre-defined queries, and so on, but the RASA framework has more capability than that and gives the feeling of human interaction due to its contextual chatbots feature.

RASA has two main componentsRASA NLU and RASA CORE.

RASA NLU helps in natural language understanding and RASA CORE helps in building some conversational( and intelligent, too)contextual chatbots.RASA is going to be a trendsetter in 2021 due to the said capabilities, however, this framework is not suitable for beginners but need experts with knowledge of the NLP, deep learning, python language to build contextual chatbots

4.DialogueFlow CX

Dialogueflow CX is an advanced level of the framework, development suite for creating conversational AI applications including Chatbots, IVR bots, and Voicebots. The very framework has extensive collaboration and versioning tools, an advanced level of IVR feature support, and is optimized for enterprise-scale and complexities. DialogueFlow CX is a cross-platform framework. You can connect this one with your chosen apps, existing digital platforms, or telephony platforms. As a user of DialogueCX, you can access Google Cloud Support, Service Level Agreement (SLA) for production deployments.

DialogueFlow CX has an amazing level of advanced natural language and speech capability that allows developers to take advantage of some 40 plus prebuilt templates. The speech-to-text and text-to-speech capability of this framework support real-time streaming as well as synchronous modes.

5.BOTPRESS

Botpress is an open-source AI-Conversational framework and offers modular architecture to build chatbots. A major advantage of this type of framework is that you can locally build a chatbot and deploy it on any chosen Cloud host. Now, if you have a limited technical resource but you need to automate some major chunks of your daily operations, Botpress comes as a handy solution. The underlying programming language of Botpress is Java script, and it supports NLP, and can easily integrate into FB Messenger, your website, Telegram, MS teams, Slack, and so on.

6.WIT.AI

Acquired by Facebook in the year 2015, Wit.ai is also an open-source chatbot framework that is going to rule 2021. Being open-source, Wit.ai  provides you with the facility of free browsing of its existing bots and apps and start your building process. Even a beginner can do this due to its well-documented API feature. Integral programming languages are Python and Ruby, and it supports NLP, too. This framework can easily integrate into  FB Messenger, home automation, wearable devices, Telegram, Slack, mobile apps, etc. Its SDK is readily available in Ruby, Python, NodeJS, iOS languages. It also supports over 80 languages around the world.

7.Microsoft Bot Framework

Microsoft Bot Framework is one of the most sophisticated frameworks for chatbot building and is extremely powerful if combined with other Microsoft tools like Azure Bot Service, Bot Builder, and varied cognitive services. If you want to build an intelligent, interactive chatbot for your organization, this framework can be useful in so many ways-  your developers can develop or build chatbots, publish as well as manage them, all in one place. Moreover, you will find multiple use cases for this type of framework because of its massive capabilities of providing seamless customer service and data retrieval features.LUIS is the keyword here. LUIS means Language Understanding Intelligent Service, which improves the innate quality of a bot conversational service. Access to LUIS is a major facility you can capitalize on for your business.

8.Amazon LEX

Amazon LEX is a popular chatbot building framework and is quite handy for building conversational interfaces using voice and text, both. Advanced Deep Learning capabilities such as Automatic Speech recognition(ASR) and Natural Language Understanding(NLU) can help you build bots giving life-like conversational interactions and greatly engaging user experiences. Some benefits of the Amazon LEX framework are –

  • Easy –to-Use
  • One-click deployment
  • Seamless AWS integrations feature
  • Cost-effective
  • Developing complex interactions into simple UI

Here you are!

As 2021 is just a few days away from now, it’s the unabated excitement that awaits all of the businesses worldwide, across industries. Be it an SMB to StartUps or Enterprises, all are gearing for big developments, big achievements, in their respective spectrums. They are looking for the most feasible and cost-effective virtual assistants in their possession to realizing their customer-centric, business-oriented goals through the medium of some terrific chatbot building frameworks that are also going to set trends in 2021.

We offer a range of personalized chatbot services to match your target audience. Deploy a Smart Digital Chatbot for your business today!

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Top 10 Chatbot Trends in 2019 to Grow Your Business https://www.fusioninformatics.com/blog/top-10-chatbot-trends-2019-grow-your-business/ https://www.fusioninformatics.com/blog/top-10-chatbot-trends-2019-grow-your-business/#respond Tue, 22 Oct 2019 06:23:24 +0000 https://www.fusioninformatics.com/blog/?p=5933 Top 10 Chatbot Trends in 2019

Chatbots are the new e-commerce phenomenon where these Chatbots are extremely helpful to companies looking to create a strong brand identity and provide the best customer service possible. Everyone is speaking about them, most Top Chatbot Development Companies want to provide chatbot services and solutions, and businesses want to figure out how to use one.

In recent years, chatbots have become more popular than ever thanks to advances in technology and machine learning. While time goes by, chatbots will continue to evolve, become even better, and ultimately play a central role for all types of businesses in customer service.

AI is no longer just a company for Fortune 500. Small businesses can now exploit AI tech to develop their processes, communicate more deeply with their customers, and eventually increase their revenues, on the back of a range of advances over the past few years.

The new chatbot developments will be explored in this blog to keep an eye on in 2019-2020.

What Exactly These Chatbots Are?

Chatbots are tiny programs that help replicate customer interactions automatically based on a set of predefined circumstances, prompts, and/or events or chatbots. These are computer programs that are capable of conducting human conversations via a messaging interface and chatbots help businesses improve customer service.

Today, AI power some of the more sophisticated chatbots, helping them solve problems, send personalized messages, and refine their interactions over time. The software may still be in its infancy, but without even knowing it, most people use chatbots on a daily basis.

Using chatbots has several advantages:

  • They can be proactive or reactive.
  • Various media such as SMS, live chat, or even social media can use them
  • Each time, their reactions are clear.
  • They will respond immediately to customers.
  • We will help you gather important data and learn from the collected data as well.

Originally, many people thought chatbots were nothing more than a novelty, but now they have really started to evolve. The chatbots ‘ possibilities are only beginning to be understood and there is still so much space for further development.

A chatbot’s basic definition is nothing new. They have only been around since the 1960s. Although they will not replace humans or devices in the near future, a number of companies are experimenting with different ways to get chatbots into the mainstream.

The Current State of the Chatbot Market

The Chatbot market is expected to hit about $1.2 billion worldwide in less than ten years, according to a recent Grand View Research report. However, experts predict that the market will grow more than 24% at a compound annual growth rate.

Chatbots became more AI-driven in 2019, able to handle complex human communication with ease, and now taking over conventional conversational services. Chatbots can work in a variety of fields, including storage, payment; marketing and even chatbots can be utilized in Human Resources. Customer Service though is where we stand out.  Around 45 percent of end users favor them, according to Grand View Research, as the primary mode of communication for customer service queries.

In 2017, the year they were most embrace, Chatbot had an incredible year helping to improve the customer service and brand image of many tech firms. Since then, chatbot have remained a dominant industry phenomenon, in addition, consumers are more interested than ever in learning how to complete exploit their business chatbots.

More and more companies will move from recognition to adoption in just a few years because they feel the pressure to keep up with the technology.

Explore the Top 10 Chatbot Development Trends for 2019 -2020

  1. Chatbots Becoming More Human-Like

Chatbots have taken over the number of business sectors and many businesses got Advantages of Adopting Chatbots for App Business. Beyond native bots–think Apple’s Siri–3rd-party, companies are now helping businesses connect with their customers. For example, through your Facebook Messenger app, you can now order a Uber or Ola ride.

One problem with chatbots is that some consumers feel too “unnatural.” Many customers would still prefer to talk to a real-life sales representative rather than a robot as they think that they will not be able to properly answer their questions.

However, while older customers often find it difficult to recognize the true value of chatbots, millennial have less software issues.

  1. Steady Adoption Of Chatbots

As human beings, we constantly try ways to adapt and change. This is, after all, how we succeeded in prospering as a species. Chatbots are a tool for doing this, providing a better way to connect companies with customers.

More than one-third of the marketer’s surveyed–36% to be precise–said they used chatbots to provide customer service. Because the big names have already embraced the software, it is only a matter of time before it spreads even more.

According to IBM-there estimated annual customer requests of 266 billion and companies, spend almost $1.4 trillion to answer them. Using chatbots could help save up to 32% of this price. Oracle surveyed the acceptance of chatbots by more than 800 marketing professionals and found that by 2020, 85% of brands plan to serve customers via chatbots.

  1. Chatbots Are More AI-Driven Now

AI-powered chatbots are now able to provide consumers and customers with a personalized experience. Bank of America’s is one of the best examples provided by the chatbot website. Their chatbot can answer any request from the customer. The bot will anticipate customer needs with Predictive Analytics and direct them through complicated banking processes–helping customers make payments, check accounts, save money, etc.

Insurance companies are also some of the earliest AI-based Chatbot Solution and Services adopters. Insurance companies use location-based technology automatically initiate the claims process, use chatbots and visual tools such as live chat to educate customers about adjustments to submissions, inspections and documentation claims, and update them on claim status.

  1. Chatbots & Business

Chatbots have become a popular tool for businesses in today’s tech-savvy world. Businesses, large and small, have come up with ways to use chatbots to support their customers. In 2017, Chatbots experienced tremendous growth, even earning it the title “Chatbots Year.” The good news is that this growth continues to help businesses deliver the best customer service and grow their business by connecting in real-time with consumers.

More and more organizations of all sizes for their enterprises should implement voice-assisted bots. According to Gartner, by 2020, 28% of customer service operations tech encounters will be using virtual assistants. In general, retailers are building voice-assisted bots to assist in order inspection and purchasing. It makes total sense because it creates a good brand image by delivering good products or services to consumers.

  1. Rich Customer Insights

Chatbots store valuable analytical customer data. Although there has been steady growth in the adoption of chatbot during 2018, reports indicate that by 2020, 85 percent of organizations will deploy more personalized chatbots powered by performance.

Artificial Intelligence helps automate the collection of data. Research requires proper attention from a dedicated team that can then concentrate on areas of change, process management, error minimization, and performance generation. Through learning over time, advanced chatbots can even better themselves.

  1. Voice Experiences Becoming Mainstream

Recently, industry giants like Google and Amazon have been driving the “smart speakers” market and the Technology that comes with it, according to eMarketer data, more than 110 million Americans use voice-activated personal assistants at least once a month. For example, Amazon has sold 100 million devices with Alexa built in, as reported by The Verge. In addition, the Alexa Store currently has over 20,000 skills.

Google is continuing this by trying to make voice-activated assistants accessible on all Android-powered devices, including smartphones, wearable’s, and even smart TVs, something that seems to be moving ahead.

  1. The Rise of Conversational Bots

We need to start learning how to communicate with our customers more effectively. Sometimes it feels like when customers try to tell them something important, people do not really listen.

Therefore, the field of conversational interfaces that some of us are most enthusiastic about so. Since the design of Natural Language Processing (NLP) is not yet where it needs to be, companies have begun experimenting with chatbots based on interfaces. Chatbot Development Companies like Acquire began working on’ conversational marketing’ to help small businesses replace frustrating forms with conversations.

  1. Natural Language Understanding

Several companies have started to work on Natural Language Processing (NLP) Solution in an attempt to get one-step ahead of the rest. This capability is one of the main selling points that Facebook uses to promote its own chatbot, helping better understand the inquiries of users. However, if you have been trying to communicate with their chatbot, you know it is far from ideal.

The hope, however, is that this technology will allow more natural communication between users and machines. Because of concerns about the inability of chatbots to understand complex requests, businesses are pouring money into their production.

  1. Automated Call Centers with AI Technology

When NLP progresses, it will soon become a reality by integrating this with AI voice generation and server less software. We will have deep domain knowledge that will help customers to converse smoothly. They are never going to get sick, and they are not going to take any leave.

  1. The Virtual Assistant Takes the Place of Apps

With most US users installing zero apps a month, it is difficult to get people to try new apps these days. Users clear the clutter, uninstall applications that they do not use, and retain only real-use software for them.

Numerous devices have fused into one of the best parts of chatbots. This skill used by chatbots to simplify business activities and improve customer experience. Chatbots even help users to interact or read the news with the bank.

Final Key Takeaway

Chatbots are still having considered an evolving technology, but they are maturing rapidly and becoming a staple in the customer service, sales and marketing operations of many companies.

Many of the big players are already on board, but the acceptance for small businesses of this relatively new technology depends on several factors:-

  • Lower costs
  • Growing demand
  • Enhanced technology

About a decade ago, making their own custom software was almost unimaginable for small businesses. Nevertheless, as larger companies began pushing applications out with low Cost to Develop Mobile App and development services began to pop up. An app is a standard customer service part these days.

In the coming years, the use of chatbots will evolve–design and architecture will inevitably improve. So watch this space and keep a close eye on what is going on in the near future if you have designs to have your own chatbot.

Brands must concentrate on chatbots being introduced in a way that simplifies internal processes rather than making the most fanciful claims. Provide customer guidance, set expectations, and teach customers to interact with chatbots in a manner that ultimately benefits your brand’s growth.

If you want to integrate Chatbot into your company, you need to employ Top Chatbot Development Company as Fusion Informatics and more automate your business.

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How much do Chatbots contribute in making online payments easy? https://www.fusioninformatics.com/blog/how-much-do-chatbots-contribute-in-making-online-payments-easy/ https://www.fusioninformatics.com/blog/how-much-do-chatbots-contribute-in-making-online-payments-easy/#respond Fri, 26 Jul 2019 07:11:55 +0000 https://www.fusioninformatics.com/blog/?p=5526 chatbots-contribute-making-onlin-payments

The use of chatbots in customer service is on the rise; and its extent will continue to grow exponentially with time. With the digitisation of almost all services, chatbots are the first line of interaction between the organisation and the customer. Therefore, it is imperative for the chatbots to be able to provide acceptable answers and satisfy customer queries with as much efficiency as possible. A majority of customer queries and questions are often related to payments — processes and policies. Consequently, the chatbots responsibility to comprehend the payment queries; and provide fitting and reasonable answers is pivotal. This is an essential step in ensuring that customers are happy with their foremost interaction with the company.

The positive role that AI Chatbots play in providing satisfying customer service is definitive.

Advantage 1: Speed

The biggest advantage of employing chatbots in customer service — specifically to handle payment enquiries — is the speed at which they operate. The speed of a chatbot is much faster than any human can ever have. This becomes important because the consumer today is willing to do anything, but wait to get the information they are seeking. The entire modern generation is accustomed to instant gratification and believe that the click of a button should be enough to provide them with every information they are seeking. In addition, a larger proportion of the populace is taking care of such queries during the long public transport commutes to work and back. In such a situation, they are not likely to tolerate delay in customer service to add to their already hectic schedule. If the delay in response from the company is long enough, it can lead to the customer instantly losing interest in the service and switching to a competitor. Therefore, companies are deliberately putting into place technology that reduces the chances of an employee leaving the website disgruntled.

Since the amount of time that a person would take to fill in a question and hit submit on the customer service page of a website in often less than a minute, even a few seconds in some cases. Therefore, the organisation requires a system that allows them to sieve through information swiftly and present an acceptable answer within fractions of a second. Chatbots are equipped to do just that. Chatbots would allow companies to engage customers effectively and efficiently through the basic series of questions and enquiries. The organisation can contemplate general enquiries and create a bank for the chatbots to depend on to make the process faster. Therefore, chatbots are the obvious solution to the challenge of decreasing the response time; and engaging customers as soon as possible by providing them information relevant to their query in the shortest possible time.

Advantage 2: Multitask

Modern chatbots can work beyond responding to simple questions posed by customers. Chatbots can be designed to collate data from different departments to ensure that they can provide complex answers. For example, if a customer of a retail site is enquiring about an error in the payment that was made during an earlier transaction where a product was not added to the wish list and not the cart, but the price of the product was added to the final bill. A simple chatbot might simply provide them with a gift card of the corresponding amount and end the query. However, a multitasking chatbot would be able to trace their activity from the said date, present them their final cart for them to review, check their wish list items and determine when the said product was added, provide them an option of cancelling the order and requesting a refund if the product was mistakenly added to the cart instead of the wish list, or provide them a gift card of the corresponding amount.

For services where customers physically visit the organisation at their brick-and-mortar outlet, the chatbots can be linked to the appointment booking service of the website. Customers, here, would be able to book appointments and have the cost of that visit deducted from their linked online wallet, without having to switch between different tabs on the website. Additionally the chatbot can send a reminder to their Google calendar, and also offer to book a ride to the outlet for the appointment. Thus, helping the customer in a holistic manner.

Organisations can study the range of questions that are usually put forth to the chatbot, and work out ways in which these processes can be automated.

Advantage 3: Round-the-Clock Service 

The cost of a keeping a customer service department that is handled by humans open round the clock is enormous. Most companies often see this as an expense that can be compromised. Consequently, a number of customer service departments are functional during the standard work hours. However, this is beginning to become an issue because since the customers are no more tied to the constraints of the clock. The digital platforms allow them to log in to their retailers’ websites at any given point of time — and they expect a swift response from customer care even in the middle of the night if required. Therefore, organisations across the globe are forced to find ways that can help them provide customer care across the day throughout the year in ways that do not burn a hole in their budgets. This is where the biggest advantage of chatbots lie. Chatbots can keep working continuously without fatigue and deliver same results throughout. Additionally, because they are running on algorithms the possibility of a human errors are minimal.

Conclusion

Chatbots are definitely growing in importance across industries and the trend does not seem to be declining in the near future. Chatbots will make transactions easy even as humans increase their dependency on online transactions. It will be in favour of organisations to design chatbots that can function as the first-line of interaction between the organisation and its customers. There always remains an option of human intervention, when the chatbots are stuck in a loop, and cannot provide the required help.

About Fusion Informatics

Chatbots are evolving with their applications and its extent developing beyond what most of us comprehended in the beginning. The world of technology is a labyrinth that many companies are intimidated with. We, at Fusion Informatics, specialise in making the journey of adopting new, complex technology easy. Our team of experts diligently work towards creating solutions that are tailor-made for our clients, while being easy to integrate with their existing systems and processes. We are committed to ensure that technology remains the advantage as it was promised, and never becomes a hassle for any organisation to adopt.

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Guide to building an own Chatbot for your brand https://www.fusioninformatics.com/blog/guide-to-building-own-chabot-for-your-brand/ https://www.fusioninformatics.com/blog/guide-to-building-own-chabot-for-your-brand/#respond Tue, 16 Jul 2019 12:43:10 +0000 https://www.fusioninformatics.com/blog/?p=5432 Guide-to-building-an-own-Chabot-for-your-brand-fusion informatics

Chatbots, an Artificial intelligence tool used for the purpose of developing interaction with the customer. The fine-tuned customer experience can be facilitated by the chatbots. It alleviates the task of handling the backend processes like customer support instead allow to focus on core aspects of the business.

The benefits of chatbots may be well-conceived in the following manner. Entreating way to reach the audience, responding to customer queries, enabling lead generation, brand awareness, increasing sales growth, enhance the interaction based on customer choice, focus on social media pages, and analyzing customer value in the course of interaction.

Chatbot functionality lies in the roadmap of initially formulating the user value and maintaining the pertinent information based on the customer. The answer provided by the chatbot should be a prevalent and predesigned text. The data retrieved from a platform should possess multiple answers. Information based on customer relevancy. Supplying the question that makes the chatbot to discern user needs.

Build a Smooth interaction pattern

Create a bot that provides a clear interaction flow.  Conversational bots make the cooperation between your chatbot and your users increasingly open, enabling you to comprehend your client’s needs better and compile progressively important information. The general purpose of your bot is to respond to your customer inquiries. Thus, make sure to not impede the discussion, despite developing a most amusing way of interaction.

Stick to Basic use cases

Building bots demands greater acumen and not quite the same as conventional applications. The key contrast is that, with a customary application, the user is constrained to certain boundaries — they can click a button, zoom in or out, fill out the form. Be that as it may, with a chatbot, the client can demand anything — the information sources are boundless.

To emancipate this issue, start from the basics. Consider one thing that your chatbot needs to do truly well, and fabricate the bot utilizing an exceptionally minimum viable product least (MVP) approach. As individuals utilize your bot, you will realize what the most widely recognized needs are and then choose the optimized method of building a bot.

Relationship Matters a lot

Each time a client utilizes your bot, they make decisions. The interaction developed gives you the cue of customer mentality and needs. After analyzing the thorough background of the users and understanding what they need most, you can offer it to them. Bots enable your brand image to convey personalization at scale.

Your bot ought to improve the user experience and enable them to do things that seem laborious. At least, your chatbot ought to diminish contact. Like all relations, interaction is pivotal. Concentrate on how discussions can enable you to adapt significantly about the users, nurture trust, and build up an association with your brand value.

Reach your Users with the bot

Chatbots are still puzzling to many, so reaching your clients directly will create more interactions and leave them with a positive encounter when communicating with your brand. When structuring your chatbot, you have to: Make a compelling welcome message. Integrate a finely positioned “get started” button. Tell your clients how you can assist them with an appreciated message. Use buttons on your Facebook page and site.

Get used of bot making Platform

The most straightforward approach to make a completely working chatbot is to utilize a bot making platform, for example, Chattypeople. Chattypeople is a chatbot building platform for business visionaries and organizations as it requires no programming skills. Simply sign in to the site link your record to your Facebook profile. Some of the chatbot devices different advantages include:

It works consistently with Facebook Messenger and remarks. You can push offers and great deals to users on interest. It perceives varieties of your keywords. It can take orders legitimately from Facebook Messenger and comments. It coordinates with all the significant installment frameworks. It bolsters various CMS stages and business classes.

Train your bot regularly

It’s completely agreeable when your chatbot fails to understand the user needs, it demonstrates that your bot cannot handle user inquiries. As such, the user is precisely letting you know what you need and add to your bot’s vocabulary. This encourages you to understand your clients better and give them the experience they need. As it were, your Bot is leading a mass overview consistently by learning and putting away your customer data.

This element will enable you to instruct your chatbot to process new inquiries from the users in a time interval pattern. Each time your client poses an inquiry which the bot neglects to reply, the question begins showing up in the “Chatbot Training” section. Every single inquiry will be put away here for you to instruct your chatbot and help it give better support whenever.

Customer Data matching

Consider every single communication your bot has with your user as a chance to conversational marketing. The information the user gives about their identity and the specification of their needs determines the nature of chatbot. Personalize your chatbot as indicated by the most widely recognized parts of user-specified data.

For instance, if 8/10 customers are from Boston, you can most likely give a neighborhood contact to your chatbot. Perhaps alter chatbot name (XYZ – Boston, Texas). So also, select the tone and discussion stream your users mostly prefer and construct your chatbot around it.

Pick a Bot name based on expectations

Overloading your chatbot with features will probably set you up for disappointment. There is no reason for attempting to get your chatbot to ace each assignment from the beginning. Planning your chatbot with the goal that it can ace one assignment to its full capacity is greatly improved than having a chatbot that can attempt 5 to 10 tasks improperly. Keep in mind, individuals need quality, not quantity.

Try not to let your chatbot lose all sense of direction in the developing chatbot swarm. When pondering a name consider your chatbot showcasing. An ever-increasing number of organizations are actualizing chatbots, and if yours does not have an interesting name, it won’t be remembered or found on the web. Giving your chatbot an exceptional name will guarantee your users can use it effectively.

Enable Trust and Security

Ventures pay attention to security, and this incorporates the security of the substance and the interactions the bots have with users. It is critical to comprehend which informing channels are agreeable with data security guidelines, for example, GDPR, HIPAA, SOC 2, and others.

Also, you need to begin matching the user needs and set them up that they are going to utilize a chatbot. A standout amongst the most ideal approaches to do this is by utilizing the .BOT space. At the point when users see that they are heading off to a .BOT area, they have the desire that they will connect with a bot.

The .BOT space was as of late propelled by Amazon and is held only for the chatbots. Amazon’s .BOT enables bots to earn trust since bots experience a confirmation procedure during domain registration.

Have an eye over Your Competitors

Chatbots can still be subjected to change based on the situation. The most ideal approach to learn is by observing your competitors advancement. To do as such, begin following: Things they are doing great that you could actualize into your own chatbot technique. Things they are doing dreadfully so you don’t commit similar errors. Any imaginative highlights they are utilizing that you are not yet mindful of.

Leveraging a basic, simple to utilize, effectively open, and proficient chatbot is the best and most creative way you can bring to your users today. Not just this, by furnishing them with a conversational chatbot that has a touch of character you can make sure there will be more conversion rate.

 

Conclusion

Chatbots achieved success in merely substituting human for customer interaction enhancement. Make your chatbot as empathetic as conceivable with the language and make it outwardly attractive by including color and your brand character and a chatbot Icon is a phenomenal method to do that. Make a modified character that is amusing to converse with while conveys your brand tone and nature to the clients.

A chatbot is fit for giving incredible value in means of engagement; incorporate emoji, Gifs, and pictures to your discussion to make them rich and cheerful. Furthermore, for this to occur, picking the correct platform to make a chatbot will be the key.

About Fusion Informatics

We, Fusion Informatics as a Top AI development companies in Bangalore, Ahmedabad, Mumbai, Delhi, Noida and Gurgaon is conscious of chatbots and its disruptive capability towards the advancement of the future. Fusion Informatics holds a string of experts striving upright for the challenges in technology. We take extreme concern about the client needs throughout the developing process. We are leading destinations for varied industries in curating AI based tools like chatbots that will serve the company in the distant future. We are highly motivated and dedicated to the necessity of satisfying clients through our solutions

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Core Considerations for Choosing Your Chatbot https://www.fusioninformatics.com/blog/core-considerations-for-choosing-your-chatbot/ https://www.fusioninformatics.com/blog/core-considerations-for-choosing-your-chatbot/#respond Mon, 24 Jun 2019 11:39:36 +0000 https://www.fusioninformatics.com/blog/?p=5252 how-to-choose-a-chatbot-1

Chatbots are at the forefront of the inevitable digital transformation of business across industries. Many companies are rapidly incorporating chatbots into their customer service policies as artificial intelligence powered automation becomes common place. Chatbots are being actively employed across industries of varying sizes, intent, capability, and physical reach. Their core implementation have been to simplify business processes and reduce the cost of customer service by providing seamless self-service options to the customers. Having said that, chatbots are fairly new and yet to be fail-safe. While chatbots are worth the buzz they have generated, it is essential that organisations invest in researching chatbots that they are planning to incorporate into their customer service policies to ensure that they meet customer expectations.

Security and Privacy

It is important for organisations to emphasise on the factor of security and privacy when developing or choosing a chatbot. It is essential that all chatbots are compliant with the industry standards and all privacy-related cyber laws, legislations, and regulations. Chatbots are directly interacting with customers and are privy to customer information and their issues with the company and their services, therefore it is supremely essential that all cyber security measures are diligently followed. Thus, when choosing a chatbot system the organisation will have to take into account features such as user identity authentication, channel authorisation, end to end encryption, and intent level privacy.

Defining Expectations

The around artificial intelligence has led many companies to believe that incorporating digital transformations in their organisation is a sure-shot of ensuring a streamlined set of business processes. A similar expectation also runs deep among the consumers. It is essential to know the limitations of the chatbots employed and what can be rightfully expected of them. Initially, the company has to set clear goals that they wish to achieve through the employment of chatbots and ensure that a suitable version is developed or chosen. The internal teams that would test the chatbot should be completely aware of these expectations and test the functioning of the chatbot according to these parameters alone. Further, customers should be duly informed about how the chatbots function and in the ways in which it can be helpful to them. Keeping the customers informed would ensure that the number of cases regarding improper customer service is reduced to the minimum. Chatbots are often designed specifically to meet the requirements of an organisation, and identifying the expectations is crucial in ensuring the development of chatbots that fit like a glove.

Personalised Experiences

Customer experiences are monumentally important for the organisation — positive experiences of customers can directly have a proportionate impact on the company’s market image and subsequent bottom line. Additionally, a proven method of improving customer service experiences is to offer a curated service to each customer specifically designed to meet their unique needs. Thus, personalised customer service is a major talking point in organisations across industries. This is where chatbots become a perfect fit since one of the core attractions of chatbots is the promise of a personalised experience for all customers. It, therefore, will be advisable for most organisations to choose a chatbot that is conversational in nature. Conversational chatbots are designed to interact with customers privately and conduct a conversation that mimics human dialogue on a platform resembling messaging platforms. This allows the organisations to offer a customer service with a higher degree of personalisation, leading to happier customers and subsequently to success for the business. Therefore, a chatbot requires to be adept that identifying and understanding the context of the issue the customer wishes to address, recognise the customer and address them by their names, and engaging the customers by offering them tailored solutions to their individuals demands and needs.

Future Proofing

Like all forms of technology, chatbots are also improving and advancing at break-neck speed. It is essential for an organisation to choose a chatbot that does not age with the passing days. An ideal chatbot would be able to employ the information and data analytics generated by artificial intelligence to improve upon itself. This means that organisations will have to choose chatbot platforms that have layers of cognitive abstraction. The cognitive abstraction layer would ensure that the organisation could change their chatbot functions according to the changing needs of the customer base. The data collected and collated by the chatbot itself can provide user insights allowing the system to improve itself and enhance customer service capabilities.

Expecting the Fallacies

Companies will have to realise that chatbots are machines and they are bound to make mistakes. At some point in time, the chatbot would misunderstand a customer’s inquiry. The organisation will have to be prepared for this eventuality and find ways to mitigate the issues to ensure that customer does not leave the business unsatisfied and disgruntled. Another issue with chatbots is the possibility that they would enter a loop and become unable to meet customer expectations.

Companies will have to understand that chatbots will have problems and there will have to design their chatbots in a manner that they can learn from these fallacies and improve upon itself over time.

Conclusion:

Chatbots powered by artificial intelligence is here to stay and will become a powerful tool in customer service in the near future. It is essential that companies understand the viability of chatbots, but also ensure that they are able to develop technology that are fail-safe in the longer run. An expected way of ensuring this is to hire experts. While home-built systems also do the work, it is essential for companies to understand that this technology is complicated and requires multiple layers of programming. It will also be helpful for the company and improve their customer service immensely if they program their chatbots to interact with customers in multiple languages. This would also require the company to hire experts to ensure minimum bugs across the entire system. Chatbots are among the fastest growing digital tools across the world for any organization and choosing systems that fulfil all requirements is beyond important.

About Fusion Informatics

We understand the importance of chatbots and the dynamic factor that it lends to an organisation’s customer service. Fusion Informatics holds a team of experts that are also extremely adept that helping our clients walk through the entire process and comprehend the contribution that chatbots can make. Our experts specialise in developing chatbots that are dynamic and vibrant, besides being highly curated to the specific needs of the company. We are leading destination for varied industries in their quest of developing chatbots that will serve the company in the long run. We are dedicated to providing customised innovative solutions and nothing less.

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The Significance of Influencer Chatbots to your Brand Strategy https://www.fusioninformatics.com/blog/significance-of-influencer-chatbots-to-your-brand-strategy/ https://www.fusioninformatics.com/blog/significance-of-influencer-chatbots-to-your-brand-strategy/#respond Mon, 10 Jun 2019 14:06:11 +0000 https://www.fusioninformatics.com/blog/?p=5114 Significance of influencer chatbots to your Brand Strategy Artificial intelligence is no more the future; it is around us at this every moment and has a serious impact on how we live our lives in the 21st century. For companies that work in the global market artificial intelligence is a necessary tool of the trade. A major manifestation of artificial intelligence online was the introduction of chatbots a couple of years ago. The prominent use of chatbots was not a mistake in any form. Chatbots were crucial in the increasingly personalised services that consumers demanded and companies could not deny. Chatbots have been able to give the companies an opportunity to understand their customers better and consequently personalise interactions with them.

What is a Chatbot?

A chatbot is basically a computer program which undertakes a conversation with a customer through auditory or textual signals. Simply put, chatbots are robots that have capabilities of conversing in a manner that resembles human dialogue. Chatbots learn about human conversations by rummaging through huge swaths of information; to spot repetitions and patterns that would help them associate certain keywords, phrases, or other stimuli to specific conversational arcs. Chatbots are extremely adaptive. While interacting with a customer, the chatbot continues to grow its information bank; and artificial intelligence helps it to mimic human dialogue. The extent of data collected from conversations allows the chatbot to become better at conversing with humans with each passing conversation.

What is Influencer Marketing?

Influencer marketing refers to the marketing strategy that focuses on using the sway that few key people have on a larger populace. Instead of selling their products directly to the target consumer base, the company hires influencers who have an impact of the targeted demographic; and then they spread the word further to the consumers. This marketing strategy is hinged on the effective identification of these influencers; since the company here is directing their marketing objectives to a select few individuals rather than the target market as a whole.

The basis of influencer marketing is the symbiotic relationship between the influencer and the brand. The brand is looking to harness the influence that these individuals have in order to meet their business objectives. On the flip side, the influencer is guaranteed exposure through the brand’s marketing platform — which would in turn make them all the more popular and a bigger influencer.

The Next Step in Artificial Intelligence: Chatbot Influencers

The first influencer chatbots entered the market in 2016 and were an instant hit. Virtual influencers are designed to function very much like human social media influencers. The basic difference being that the influence of influencer chatbots are based on a string of computer generated images that exhibit personas that are built based on algorithms. This digital approach of creating influencers based on the information collected from the populace help them function as effective next-Gen social media influencers.

The virtual influencers have made the most impact with the consumers that form the demographic group identified as Gen-Z. The oldest of the millennials are already in their mid-30s, and almost all millennials already in the workforce. Therefore, Gen-Z is the up and coming demographic section that most brands are looking to attract for the sake of a smooth transition into the future.

Impact of Chatbot Influencers

The core advantage of employing chatbot influencers is the amount of control that brands have on them. The brands have greater control over how the chatbot influencers behave in the market, in a way that brands can never control human influencers. On the account that chatbot influencers are robots, brands can afford to design a marketing strategy and follow it as intended without fearing distortions because of human interference. Chatbot influencers also provide the brands a free reign to brands in the creative process; allowing them to create designs and conceptual aspects that they want for their influencer marketing program. This, therefore, allows the companies to design marketing strategies that are more aligned with their brand image. The lack of human interference in an influencer marketing program would mean that the brand diminishes its chances of walking into a controversy due to human influencers. A chatbot influencer based influencer marketing program would allow the company to calculate their every move and execute the program flawlessly.

There is one aspect of chatbot influencers that is yet to be sorted. They are not human. Influencers often grow based on the connection they are able to forge with their fan base. Chatbot influencers will remain robots; therefore the extent of their impact on human decisions is yet to be tested.

Why Chatbot Influencers?

Chatbot influencers have the edge over human influencers with their capacity to study key market insights at break-neck speed; allowing companies to reform their influencer marketing program as required.

Chatbot influencers can associate themselves with multiple causes without any human prejudice, thus rallying the supporters on that cause directly into the direct target market of the brand.

Chatbot influencers would be exceptionally dedicated to the brand, and can make personalised recommendations using artificial intelligence.

Facing a barrage of advertisements everyday has led to consumer tuning out most marketing campaigns as mere noise. Chatbot influencers can be used to break the monotony and deliver messages in an intriguing manner.

The continuous advancement in technology will allow the creation of software programs that allow brands to develop chatbot influencers at a fraction of a cost required to hire the crème de la crème of human influencers.

Conclusion:

It is true that human influencers are still relevant in the marketing juggernaut worldwide. While the presence of human influencers is assured, the growing influence of chatbot influencers is also guaranteed. The alternative that chatbot influencers are creating is intriguing and certainly on their way to create marketing magic.

Chatbot influencers are the future owing to their seamless chemistry with artificial intelligence. There are multiple chatbot influencers in the market already, and they are raking responses at a speed higher than most human influencers. The future of influencer marketing, even though uncertain, seems fascinating.

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How Chatbots Can Be Utilized In Human Resources https://www.fusioninformatics.com/blog/how-chatbots-can-be-utilized-in-human-resources/ https://www.fusioninformatics.com/blog/how-chatbots-can-be-utilized-in-human-resources/#respond Thu, 04 Apr 2019 11:20:35 +0000 https://www.fusioninformatics.com/blog/?p=4801 chatbots-Human-Resources-1

The artificial intelligence has become more significant for many business processes such as natural language processing, machine learning, deep learning, and chatbots. It plays a vital role to assist customers and helps to increase the conversion rate. They have become the advanced computing to every marketer’s preference of approaches as holding an initial adopter can provide you significant benefit from customer support to reach more productivity.

What is chatbot technology?

A chatbot is a computer program developed to automate the conversion tasks, enabling devices to chat and interact with customers, as it helps in making devices to respond with customers via written text. It can answer questions formulated in natural language and respond as real humans would. Chatbots are developed with combined scripts and machine learning models.

It can learn on its own by repeated multiple conversions in the gain scope and relevance. The complexity of chatbot determined by the sophistication with underlying software, and data it can access.

 Chatbots in Human Resource Department

Chatbots are essential for every business to solve customer problems and provides product information. Many companies have arrived with the customer services division to help their customers by answering their questions. The customer services industry has transformed with chatbot technology and considered the future of customer support management.

At present chatbots, technology has occupied in every business along with Human Resources. Chatbot maintains the capability to perform the function of HR more important than being a little support role. Although chatbots have been successful amongst the consumer-facing businesses that accept them for necessary customer-service purposes, a number of HR solutions and service providers have also recently focused most of their aims on building chatbots.

Human Resource is the main department of any organization, as it maintains all employees’ leaves, reimbursements, salaries and more. The HR administration is constantly overwhelmed with the responsibilities of hiring with the employees, correcting their complaints, conducting studies, accepting feedback and much more. There is a vast demand for advancement to make easy of workflow in the complete operations.

A chatbot can operate a significant performance in the human resources department to support the HR team in hiring employees. Developing chatbots can sort many problems in the HR department, as it helps to enhance productivity and make better operations with employees.

Advantages of deploying Chatbots in Human Resources

  • Chatbots helps HR departments by reducing the necessity to address explanatory emails and developing reminders to make follow up from HR. With the help of chatbot technology employees obtains company policies and access the relevant information.
  • HR chatbots help increase productivity and performance by promoting a particular query analysis. Chatbots learn from experience and interactions with users, the accuracy of the replies only allows up with time and consequently, the demand for human operators to move in decreases.
  • HR chatbots present objective, yet customized employee data about bonuses, wages, and company procedures. By acknowledging every basic question of employees directly and correctly, HR chatbots are increasing transparency and accuracy, thereby, impressing a sense of liability
  • Through HR chatbots, employees can ask instant feedback from their superiors and peers on presentations, records, and issues they have presented, on the very same day. What’s more, they can also support unknown feedback to guarantee its authenticity.
  • HR chatbots can perform a vital part in making new employees informed with company procedures and culture. No matter how pleasant your onboarding method is, seeing infinite videos and performances in a span of a few days will not result in high retention of information.

Chatbots Technology Disrupting HR

chatbots-Human-Resources

Recruitment

Integrating chatbot in the hiring process helps to make recruitment easier and speed up the hiring process by eliminating the bad candidates from the process. It saves time for busy recruiter by taking all the heavy jobs and a boring task can perform in an efficient manner.

Employee Training

The learning management systems can benefit from chatbots by providing additional data about employees. It can use that data to enhance the effectiveness of programs and store the content back to present updated information to users.

Benefits Enrollment

Chatbot technology is used in various ways in the Human Resources department. Benefits enrollment can be done more effectively with the help of chatbot technology, as it understands the process more easily and executes the required information exactly.

FAQs and Company policies

An Employee Portal is an inclusive avenue for employees to obtain and look up relevant organizational policy updates, and FAQs. A chatbot can support employees search for certain information at a much faster rate than sorting through records and data.

Onboarding

Chatbot in HR can request related documentation and onboarding stuff through a list of topics in a conversational interface. HR employees spend a lot of time allotted in onboarding, and a chatbot would encourage them to concentrate on how the employee is changing to the new job alternatively of dealing with the paperwork.

Conclusion

Based on the above points discussed, chatbots in Human Resource will be effective helpful support to the HR. It is clear that chatbots are incorporated in all departments and undoubtedly helps to enhance the efficiency of employees by allowing them to learn to experience and boost the productivity of the HR sector. Artificial Intelligence helps to improve the current business and chatbots becomes more popular around employees.

About Fusion Informatics

Fusion Informatics is a leading chatbot development company in Bangalore India. We develop chatbots for various industries including the HR department that brought significant transformation for their services. Being one of the top chatbot development company, we have implemented advanced techniques that made our customer business more advanced and it added a valve for industries.

Our chatbot developers are experts, have a capacity to build personal assistant that is ready to collaborate and operate with company needs. We develop an intelligent chatbot for your business that can interact with your customer on a real-time basis and can handle complex situations in a simple manner.

If you are looking for a reliable chatbot development company in India, Reach us at sales@fusioninformatics.com

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How Chatbots Help Businesses Improve Customer Service? https://www.fusioninformatics.com/blog/how-chatbots-help-businesses-improve-customer-service/ https://www.fusioninformatics.com/blog/how-chatbots-help-businesses-improve-customer-service/#respond Tue, 04 Dec 2018 06:39:16 +0000 https://www.fusioninformatics.com/blog/?p=4395 How Chatbots Help Businesses Improve Customer Service

A satisfied customer indicates a successful business of companies’ growth. Companies have realized the advantages of Chabots as a communication device. The businesses people have started hunting for the top Chabot Development Company to start benefiting from it and identified these are great communication device into their customer control approaches. The Artificial Intelligence (AI) with a combination of Machine Learning & Virtual Intelligence developed Chatbots for business interacting with customers.

Customers consider more about the service they experienced than the products they received. Always customer acts as a marketing agent by referring the business with their friends and family if he satisfied with the response given by the company. Chatbots are smart and intelligent bots that easily pay attention to understand and deliveries, natural human language and are completely capable of responding with a similar natural sense. With the use of machine learning intelligence, chatbots are expert at controlling almost every potential situation where a customer might need maintenance.

What is Chatbots?

Chatbots are the advanced programs developed and powered in Artificial Intelligence that enable systems or devices to communicate with customers all the time whenever needed and that experience in your customers’ personal messengers, website or applications

Chatbots are user-friendly & computer automatic chats with users and interfaces that allow real-time automatic communications between customers and companies in a textual or audio manner. A customer is always looking for an instant response from companies and can’t tolerate waiting time for a response and they hate even not getting any reply from the companies, This all the possibilities companies may lose their reputation in the market and chances decrease the productivity and sales. By implementing chatbot, development in business can overcome all the errors as above said faults. Chatbots help in engaging with customers in a short period. It is essential to implement custom natural language processing (NLP) to recognize the customer inquiries & demand an answer to them in an alike and appropriate manner. Thus, this strikes a normal sounding chat for the customer, which creates them delay less than a second before they are recognized. Chatbots trained to reply appropriately with machine learning techniques nearly every situation.

These reasons made interest for companies to implement chatbot technologies in their business; many chatbot development companies are providing best solutions for their potential clients, includes the more customer experience leads more fast and reliable payment operations and fast processing of orders.

It will be available for 24*7 working and saves a lot of money by removing employees in the area of customer support. With these accessible, customers do not need to wait for a reply. Chatbots are always accessible to customers every time and everywhere. Use of chatbots for customer service can reduce overall costs for interacting with customers. And helps to reduce distracting conversions with customers and capable to answer endless questions

Chatbots have the capability to reach each customer personally in sending messages. However, this Function is not possible to pay attentive all the time for staffers due to many general loads of questions by customers, lack of important data and understanding, or irresponsibility. Chatbots can replace such problems. Moreover, they allow attracting clients in a more bespoke way.

Artificial intelligence and machine learning can use to produce a complete portrait of the client, discover his ways and wants, gather buying history, and form personalized involvements to progress the excellence of customer service. If customers have an advanced communication with a company, they are more probable to return. No matter how casual your goods and chattels or are, clients mostly care about how a company treats customers.

Conclusion-

It is clear for all the business gets benefit with the chatbot technology that enables to provide customer services 24*7 available. Chatbots are also very convenient to apply. Due to the global combination, they can be constantly available in any wanted application. Chatbots let consumers save time and get the necessary help without diverting from their smartphones. Chatbot development companies need the expertise to develop chatbots for all business and able to provide huge possibilities to enhance all sales for your business.

Are you looking to develop chatbots that are power-driven by artificial intelligence? Hire our leading Chatbot Development Company that provides smart chatbot solutions to companies across the world.

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Andrew Ng Has a Chatbot That Can Help with Depression https://www.fusioninformatics.com/blog/andrew-ng-has-a-chatbot-that-can-help-with-depression/ https://www.fusioninformatics.com/blog/andrew-ng-has-a-chatbot-that-can-help-with-depression/#respond Fri, 27 Oct 2017 13:24:59 +0000 https://www.fusioninformatics.com/blog/artificial-intelligence/andrew-ng-has-a-chatbot-that-can-help-with-depression/ I’m a little embarrassed to admit this, but I’ve been seeing a virtual therapist.
It’s called Woebot, and it’s a Facebook chatbot developed by Stanford University researchers that offers interactive cognitive behavioral therapy. And Andrew Ng, a prominent figure who previously led efforts to develop and apply the latest AI technologies at Google and Baidu, is now lending his backing to the project by joining the board of directors of the company offering its services.
“If you look at the societal need, as well as the ability of AI to help, I think that digital mental-health care checks all the boxes,” Ng says. “If we can take a little bit of the insight and empathy [of a real therapist] and deliver that, at scale, in a chatbot, we could help millions of people.”
For the past few days I’ve been trying out its advice for understanding and managing thought processes and for dealing with depression and anxiety. While I don’t think I’m depressed, I found the experience positive. This is especially impressive given how annoying I find most chatbots to be.
“Younger people are the worst served by our current systems,” says Alison Darcy, a clinical research psychologist who came up with the idea for Woebot while teaching at Stanford in July 2016. “It’s also very stigmatized and expensive.”
Darcy, who met Ng at Stanford, says the work going on there in applying techniques like deep learning to conversational agents inspired her to think that therapy could be delivered by a bot. She says it is possible to automate cognitive behavioral therapy because it follows a series of steps for identifying and addressing unhelpful ways of thinking. And recent advances in natural-language processing have helped make chatbots more useful within limited domains.
Depression is certainly a big problem. It is now the leading form of disability in the U.S., and 50 percent of U.S. college students report suffering from anxiety or depression.
Darcy and colleagues tried several different prototypes on college volunteers, and they found the chatbot approach to be particularly effective. In a study they published this year in a peer-reviewed medical journal, Woebot was found to reduce the symptoms of depression in students over the course of two weeks.
Read the source article at MIT Technology Review.
Source: AI Trends

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