AWS Machine Learning

FEBRUARY 14, 2024

Retail – Prompt engineering can help retailers implement chatbots to address common customer requests like queries about order status, returns, payments, and more, using natural language interactions. First, the user logs in to the chatbot application, which is hosted behind an Application Load Balancer and authenticated using Amazon Cognito.

Engineering 139

Engineering Chatbots Accountability Enterprise 139

AWS Machine Learning

NOVEMBER 15, 2024

Principal wanted to use existing internal FAQs, documentation, and unstructured data and build an intelligent chatbot that could provide quick access to the right information for different roles. Now, employees at Principal can receive role-based answers in real time through a conversational chatbot interface.

Chatbots 112

Chatbots Engineering Enterprise Government 112

Inbenta

MARCH 25, 2020

My company would like to set up an AI chatbot. Retrieval of personal information/documents; Increase conversion rate. For example: reducing the volume of incoming emails by 20 to 30%, top 5 themes handled by the bot, number of quotes generated thanks to the chatbot. Structure your AI chatbot team and assign them missions.

Chatbots 89

Chatbots Self service Analytics Metrics 89

AWS Machine Learning

JULY 1, 2024

Generative artificial intelligence (AI)-powered chatbots play a crucial role in delivering human-like interactions by providing responses from a knowledge base without the involvement of live agents. These chatbots can be efficiently utilized for handling generic inquiries, freeing up live agents to focus on more complex tasks.

Self service 125

Self service Chatbots Accountability Finance 125

AWS Machine Learning

MARCH 1, 2024

It enables searching over both the content of documents and their underlying meaning. For example, if you have want to build a chatbot for an ecommerce website to handle customer queries such as the return policy or details of the product, using hybrid search will be most suitable.

APIs 137

APIs Finance Chatbots Enterprise 137

TeleDirect

JANUARY 20, 2025

These centers now utilize AI-driven tools to manage routine inquiries through chatbots powered by natural language processing (NLP). Predictive Analytics takes this a step further by analyzing big data to anticipate customer needs, streamline workflows, and deliver personalized responses.

Call Center 118

Call Center Big data call center workforce Technical Support 118

Solvvy

SEPTEMBER 10, 2020

The utilization of customer support chatbots for fin-tech companies allows for scaling the business rapidly while keeping costs in check and providing top-notch support to users. Solvvy’s complete customer support chatbot and automation platform is a user-friendly way for customers to get fast, specific answers on their own.

Chatbots 62

Chatbots Customer Support Education Self service 62

AWS Machine Learning

MARCH 28, 2024

If you’re implementing complex RAG applications into your daily tasks, you may encounter common challenges with your RAG systems such as inaccurate retrieval, increasing size and complexity of documents, and overflow of context, which can significantly impact the quality and reliability of generated answers.

Telecommunications 133

Telecommunications Transportation Healthcare Accountability 133

Mindtouch

DECEMBER 18, 2018

There are good chatbot experiences, and there are bad chatbot experiences. Bad chatbot experiences serve up irrelevant content, ignore (or are incapable of parsing) context, and leave customers frustrated. Optimizing content for chatbots. How, then, do organizations create the kind of content chatbots actually like?

Chatbots 54

Chatbots Journey mapping Self service Analytics 54

AWS Machine Learning

NOVEMBER 10, 2023

LLMs are capable of a variety of tasks, such as generating creative content, answering inquiries via chatbots, generating code, and more. Amazon Comprehend is a natural language processing (NLP) service that uses machine learning (ML) to uncover information in unstructured data and text within documents.

APIs 126

APIs Chatbots Analytics Personalization 126

Help Scout

MAY 18, 2021

Maybe they’re not finding what they need in your help documentation, or they want to talk through an issue in real time, and email simply won’t cut it. One of the benefits of a stand-alone tool is that — with its singular focus — it may be able to offer more in-depth analytics specifically about chat.

Customer Support 116

Customer Support Chatbots Self service Analytics 116

AWS Machine Learning

DECEMBER 13, 2024

New ad products across diverse markets involve a complex web of announcements, training, and documentation, making it difficult for sales teams to find precise information quickly. We developed an agentic workflow with RAG solution that revolves around a centralized knowledge base that aggregates Twitch internal marketing documentation.

Sales 102

Sales Advertising Engineering APIs 102

AWS Machine Learning

JUNE 13, 2023

In our case, it was scattered across our internal wiki and various document files. We can easily import documents from a variety of media, including groupware, wikis, Microsoft PowerPoint files, PDFs, and more, without any hassle. One of the initiatives we took with the launch of Amazon Kendra was to provide a chatbot.

Chatbots 103

Chatbots Engineering Enterprise APIs 103

AWS Machine Learning

NOVEMBER 17, 2023

The Retrieval-Augmented Generation (RAG) framework augments prompts with external data from multiple sources, such as document repositories, databases, or APIs, to make foundation models effective for domain-specific tasks. About the authors Igor Alekseev is a Senior Partner Solution Architect at AWS in Data and Analytics domain.

APIs 127

APIs Enterprise Big data Chatbots 127

Inbenta

DECEMBER 14, 2021

And chatbots that harness artificial intelligence (AI) and natural language processing (NLP) present a huge opportunity. In a market where policies, coverage, and pricing are increasingly similar, AI chatbots give insurers a tool to offer great customer experience (CX) and differentiate themselves from their competitors.

Chatbots 52

Chatbots Upselling Average Handle Time Analytics 52

AWS Machine Learning

AUGUST 30, 2023

Powered by Amazon Lex , the QnABot on AWS solution is an open-source, multi-channel, multi-language conversational chatbot. This includes automatically generating accurate answers from existing company documents and knowledge bases, and making their self-service chatbots more conversational.

Self service 129

Self service APIs Transportation Contact Center 129

AWS Machine Learning

MAY 14, 2024

We built the RAG solution as detailed in the following GitHub repo and used SageMaker documentation as the knowledge base. You can build such chatbots following the same process. Amazon SageMaker Sample and used Amazon SageMaker documentation as the knowledge base. You can easily build such chatbots following the same process.

Chatbots 119

Chatbots Feedback Engineering Entertainment 119

TechSee

JUNE 25, 2019

Customer-facing AI technologies are especially relevant to assisting in customer identification, call classification/routing, chatbots and predictive personalization. Companies can use biometrics to verify warranties, ensuring that customers receive service for their devices without requiring them to save receipts or warranty documentation.

Technology 122

Technology Customer Service Gamification Contact Center 122

AWS Machine Learning

JULY 17, 2024

You can pick from System, User, or Chatbot. The following is an example that trains a chatbot to answer questions. For the sake of readability, the document spans over multiple lines. A message consists of the following parts: role – This specifies the current speaker. content – This contains the content of the message.

Enterprise 123

Enterprise Chatbots Healthcare Finance 123

Comm100

NOVEMBER 15, 2022

As today’s consumers increasingly prefer to get support digitally, organizations are meeting these expectations by offering a range of digital customer service channels, from live chat and chatbots to SMS. You can check out just how easy it is to integrate with Comm100 with our API documentation. Quickest route to market.

APIs 96

APIs Chatbots Customer retention Analytics 96

CCNG

OCTOBER 19, 2022

Forrester, 2016) 39% of companies don’t keep a documented list of customer experience projects that are currently underway. Zendesk, 2022) 63% of customers are happy to be served by a chatbot if there is an option to escalate the conversation to a human. 44% of respondents’ organizations plan to use journey analytics more, as well.

Customer Experience 195

Customer Experience Journey mapping Metrics Surveys 195

ShepHyken

DECEMBER 23, 2022

Organizations will need a communications provider who evolves with them – a trusted partner who leverages their expertise and analytics to guide them toward the right solutions today and in the future. It can also improve the chatbot experience on websites and provide personalized content to customers based on their history.

Surveys 185

Surveys Education Enterprise Technology 185

Solvvy

OCTOBER 23, 2020

Chatbots and automated support are crucial to ensuring exceptional customer experiences. Solvvy’s complete chatbot creates opportunities for eCommerce companies to serve their customer’s needs. How do chatbots benefit internet retailers? Addressing Customer Needs Instantaneously .

Chatbots 48

Chatbots Customer Experience Self service Analytics 48

TechSee

AUGUST 28, 2018

In Assisted Service mode, agents benefit from a range of sophisticated AI technologies, such as smart routing and classification, content identification, predictive analytics, and smart monitoring and training. These technologies empower agents with automation capabilities, allowing them to enhance their customer care reach.

Customer Service 95

Customer Service Self service Customer Care Interactive Voice Response 95

AWS Machine Learning

MARCH 14, 2024

Given the data sources, LLMs provided tools that would allow us to build a Q&A chatbot in weeks, rather than what may have taken years previously, and likely with worse performance. To enable quick information retrieval, we use Amazon Kendra as the index for these documents.

Engineering 130

Engineering APIs Technology Finance 130

AWS Machine Learning

JUNE 6, 2024

You can use this tutorial as a starting point for a variety of chatbot-based solutions for customer service, internal support, and question answering systems based on internal and private documents. This makes the models especially powerful at tasks such as clustering for long documents like legal text or product documentation.

Benchmark 117

Benchmark Enterprise Construction APIs 117

DMG Consulting

FEBRUARY 25, 2019

Speech Analytics and AI Is a Winning Combination. View this document on the publisher’s website. Speech analytics is getting a new lease on life courtesy of artificial intelligence (AI), machine learning, and the digital transformation. The future of this process is analytics-enabled QM (AQM). By Donna Fluss.

Analytics 48

Analytics Quality management Enterprise Virtual Agent 48

AWS Machine Learning

JUNE 12, 2024

The workflow includes the following steps: The user accesses the chatbot application, which is hosted behind an Application Load Balancer. Amazon Q returns the response as a JSON object (detailed in the Amazon Q documentation ). sourceAttributions – The source documents used to generate the conversation response.

APIs 136

APIs Enterprise Accountability Feedback 136

aircall

JULY 7, 2021

You might think nurturing customer relationships comes down to anticipating needs and understanding behaviors, but one strategy you need to have at your disposal is thorough call center analytics. . When you use analytics to provide a memorable, positive customer experience, you’ll not only see a spike in customer satisfaction rates.

Call Center 62

Call Center Analytics Self service Sales 62

AWS Machine Learning

NOVEMBER 26, 2024

Whether it’s prioritizing recall for a chatbot or precision for a query parser, the adjustable similarity feature makes sure that the cache operates at peak efficiency, enhancing the overall user experience. Better data analytics and insights – AI can analyze large volumes of financial data more efficiently than humans.

Healthcare 121

Healthcare Chatbots Automotive Engineering 121

CSM Magazine

NOVEMBER 26, 2024

Borrowers can even upload required documents directly to the portal, which speeds up the approval process and eliminates the need for physical copies. Artificial Intelligence and Chatbots Artificial intelligence (AI) and chatbots are improving customer service by providing instant support and answering common questions.

Technology 52

Technology Customer Service Real estate Chatbots 52

Mindtouch

AUGUST 21, 2019

This might include documentation, policies, procedures, and any other relevant expertise and experience provided by individual workers across an organization. This might include documentation, policies, procedures, and any other relevant expertise and experience provided by individual workers across an organization.

Management 88

Management Self service Chief Customer Officer Chatbots 88

TechSee

FEBRUARY 12, 2018

Companies can then use AI-driven predictive analytics tools to determine customer patterns or trends in order to better target their marketing offers, and enhance their relationship with customers. customer exhibitors at MWC 2018: Verto Analytics. Virtual Customer Assistants.

Customer Service 84

Customer Service Real estate Technical Support Analytics 84

TechSee

FEBRUARY 12, 2018

Companies can then use AI-driven predictive analytics tools to determine customer patterns or trends in order to better target their marketing offers, and enhance their relationship with customers. customer exhibitors at MWC 2018: Verto Analytics. Virtual Customer Assistants.

Customer Service 84

Customer Service Real estate Technical Support Analytics 84

AWS Machine Learning

SEPTEMBER 19, 2023

The steps involved are as follows: The financial analyst poses questions via a platform such as chatbots. For unstructured data, the agent uses AWS Lambda functions with AI services such as Amazon Textract for document analysis, Amazon Transcribe for speech recognition, Amazon Comprehend for NLP, and Amazon Kendra for intelligent search.

Marketing 132

Marketing APIs Engineering Analytics 132