AWS Machine Learning

NOVEMBER 18, 2024

One of the key considerations while designing the chat assistant was to avoid responses from the default large language model (LLM) trained on generic data and only use the insurance policy documents. The ingestion workflow involves three key components: policy documents, embedding model, and OpenSearch Service as a vector database.

Insurance 106

Insurance Interaction Policies Knowledge Base 106

AWS Machine Learning

MAY 1, 2024

Numerous customers face challenges in managing diverse data sources and seek a chatbot solution capable of orchestrating these sources to offer comprehensive answers. This post presents a solution for developing a chatbot capable of answering queries from both documentation and databases, with straightforward deployment.

Knowledge Base 128

Knowledge Base Chatbots Data Groups 128

NICE inContact

JUNE 20, 2019

Traditionally quality management in the contact center has been focused on evaluating agent-assisted interactions — mainly phone. But even if you’re already evaluating your chat and email interactions, you may need to expand your QM program to address an even bigger gap in the customer experience — your online assistants/chatbots and IVR.

Chatbots 175

Chatbots Contact Center Self Service Social Media 175

ECXO

MARCH 6, 2025

How to Lead a B2B CX Transformation ProgramAnd Avoid Costly Mistakes Introduction: The Importance of CX Transformation in B2B Todays business customers expect seamless, responsive, and value-rich interactions at every stage of the partnership. This helps make the customer real for teams who may not interact with buyers daily.

B2B 339

B2B Customer Journeys How To Effort Score 339

AWS Machine Learning

OCTOBER 17, 2023

To tackle this challenge, Amazon Pharmacy built a generative AI question and answering (Q&A) chatbot assistant to empower agents to retrieve information with natural language searches in real time, while preserving the human interaction with customers. The solution is HIPAA compliant, ensuring customer privacy.

Chatbots 124

Chatbots Knowledge Base Customer Care Multi-Channel 124

Help Scout

JUNE 8, 2021

Artificial intelligence (AI) shows incredible promise in 2021, but the experience of interacting with an AI chatbot is more like talking to a distracted toddler than it is to Tony Stark’s Jarvis. Still, using AI chatbots for customer service makes plenty of sense. A chatbot could do that before your team even gets notified.

Chatbots 144

Chatbots Self Service Knowledge Base Tools 144

InMoment XI

JANUARY 9, 2024

B2B customer experience can refer to the interactions and overall relationship between a business and its business customers. It may also refer to a digital benchmark: your customers’ interactions on your website, mobile app, or software dashboard. What is B2B Customer Experience? Why is B2B CX Important? Customer relationships.

B2B 413

B2B Self Service Customer Experience Customer Journeys 413

AWS Machine Learning

OCTOBER 17, 2024

During re:Invent 2023, we launched AWS HealthScribe , a HIPAA eligible service that empowers healthcare software vendors to build their clinical applications to use speech recognition and generative AI to automatically create preliminary clinician documentation. Speaker role identification (clinician or patient).

Consulting 109

Consulting Healthcare Chatbots Trends 109

AWS Machine Learning

MAY 30, 2024

To serve their customers, Vitech maintains a repository of information that includes product documentation (user guides, standard operating procedures, runbooks), which is currently scattered across multiple internal platforms (for example, Confluence sites and SharePoint folders).

Chatbots 128

Chatbots Knowledge Base Innovation Interaction 128

AWS Machine Learning

DECEMBER 11, 2024

The following screenshot shows an example of an interaction with Field Advisor. Document upload When users need to provide context of their own, the chatbot supports uploading multiple documents during a conversation. We deliver our chatbot experience through a custom web frontend, as well as through a Slack application.

Sales 100

Sales Customer Engagement Engagement Knowledge Base 100

AWS Machine Learning

AUGUST 15, 2024

Enterprises with contact center operations are looking to improve customer satisfaction by providing self-service, conversational, interactive chat bots that have natural language understanding (NLU). Users of the chatbot interact with Amazon Lex through the web client UI, Amazon Alexa , or Amazon Connect.

Chatbots 126

Chatbots Knowledge Base Customer Experience Multi-Channel 126

AWS Machine Learning

APRIL 26, 2024

Today, we’re introducing the new capability to chat with your document with zero setup in Knowledge Bases for Amazon Bedrock. With RAG, when a user asks a question, the system retrieves relevant context from a curated knowledge base, such as company documentation.

Knowledge Base 126

Knowledge Base Data Conference System 126

BirdEye

DECEMBER 28, 2024

This is exactly where AI chatbots step in, helping healthcare providers avoid losing patients simply because theyre unavailable. AI chatbots are changing that, offering immediate, intelligent, and compassionate medical support when its needed the most. Table of contents What is an AI Chatbot for healthcare?

Healthcare 52

Healthcare Chatbots Multi-Channel Insurance 52

AWS Machine Learning

AUGUST 9, 2024

Question and answering (Q&A) using documents is a commonly used application in various use cases like customer support chatbots, legal research assistants, and healthcare advisors. This includes a one-time processing of PDF documents. The steps are as follows: The user uploads documents to the application.

Government 128

Government Healthcare Knowledge Base Innovation 128

Calabrio

MARCH 31, 2025

Generative AI vs. Traditional AI This ability to generate novel contentwhether its a chatbots uncanny responses, top-notch software code, or even molecular structures is what makes the technology so promising in customer service and far beyond. The tools, clearly, have come a long way in a short time.)

Contact Center 130

Contact Center Self Service Customer Service Virtual Agent 130

Comm100

OCTOBER 25, 2021

It’s well documented that millennials hate phone calls , and to meet the needs of these customers, businesses are undergoing digital transformation to remain competitive. These will form the building blocks of your live chat customer interactions. Low value queries include simple questions that are commonly asked.

Contact Center 246

Contact Center Omni-Channel Knowledge Base Social Media 246

AWS Machine Learning

FEBRUARY 19, 2024

Modern chatbots can serve as digital agents, providing a new avenue for delivering 24/7 customer service and support across many industries. Chatbots also offer valuable data-driven insights into customer behavior while scaling effortlessly as the user base grows; therefore, they present a cost-effective solution for engaging customers.

Knowledge Base 122

Knowledge Base Chatbots Conference Data 122

SurveySparrow

AUGUST 20, 2020

Human Resource industry has already been on the frontlines of adopting AI, conversational technology, and chatbots in their day-to-day work. Chatbots have already proved helpful in shortlisting, screening, sourcing, interactions with potential hires. How does HR Chatbots Help In Employee Onboarding. Pre-onboarding.

Chatbots 98

Chatbots Connections Data Management 98

AWS Machine Learning

FEBRUARY 5, 2025

We will provide a brief introduction to guardrails and the Nemo Guardrails framework for managing LLM interactions. It allows developers to define and constrain the topics the AI agent will engage with, the possible responses it can provide, and how the agent interacts with various tools at its disposal.

Chatbots 99

Chatbots Examples Interaction e-support 99

InMoment XI

OCTOBER 19, 2023

They serve as centralized hubs where businesses manage customer interactions. These interactions can take various forms, including phone calls, emails, web chats, social media inquiries such as online reviews , and more! The primary goal of a contact center is to ensure that customers receive timely and effective support.

Contact Center 273

Contact Center Customer Service Omni-Channel Call Center Solutions 273

Inbenta

JUNE 19, 2020

What is a transactional chatbot? Transactional bots allow customers to make a transaction within the context of a conversation.”. Source: Chatbot Magazine). A transactional chatbot acts as an agent on behalf of humans and interacts with external systems in order to accomplish a specific action.

Chatbots 96

Chatbots How To Insurance Banking 96

Inbenta

AUGUST 17, 2021

Contents: What is voice search and what are voice chatbots? Text-to-speech and speech-to-text chatbots: how do they work? How to build a voice chatbot: integrations powered by Inbenta. Why launch a voice-based chatbot project: adding more value to your business. What is voice search and what are voice chatbots?

Chatbots 94

Chatbots Customer Service Self Service Competitive Advantage 94

ECXO

JUNE 11, 2024

Maintaining clear documentation of AI decision-making processes and establishing mechanisms for accountability are critical to ensuring that AI decisions are fair and transparent. IBM uses an AI-powered chatbot named “Watson” to provide personalized support to employees. Ethical AI Use The ethical use of AI is paramount.

Employee Experience 334

Employee Experience Analysis Multi-Channel Employee Engagement 334

AWS Machine Learning

MARCH 6, 2025

In the rapidly evolving landscape of artificial intelligence, Retrieval Augmented Generation (RAG) has emerged as a game-changer, revolutionizing how Foundation Models (FMs) interact with organization-specific data. Optimized for search and retrieval, it streamlines querying LLMs and retrieving documents.

Knowledge Base 98

Knowledge Base Metrics System Policies 98

AWS Machine Learning

DECEMBER 6, 2023

Such data often lacks the specialized knowledge contained in internal documents available in modern businesses, which is typically needed to get accurate answers in domains such as pharmaceutical research, financial investigation, and customer support. For example, imagine that you are planning next year’s strategy of an investment company.

Knowledge Base 125

Knowledge Base Analytics Tools Data 125

Lumoa

SEPTEMBER 30, 2022

It’s estimated that 61% of bank customers interact with their institution’s digital channels on a weekly basis. Real-time payments have well-documented advantages for both banks and customers, plus this type of technology is already a standard in many financial institutions. . But, this doesn’t mean they’re ready to go fully digital.

Banking 221

Banking Customer Experience Self Service Financial 221

AWS Machine Learning

NOVEMBER 22, 2023

In this post, we explore building a contextual chatbot for financial services organizations using a RAG architecture with the Llama 2 foundation model and the Hugging Face GPTJ-6B-FP16 embeddings model, both available in SageMaker JumpStart. Their training on predominantly generalized data diminishes their efficacy in domain-specific tasks.

Financial 120

Financial Chatbots Comparison Training 120

CSM Magazine

NOVEMBER 26, 2024

Today’s digital tools are transforming how mortgage lenders interact with clients, making the experience faster, more transparent, and less stressful. Borrowers can even upload required documents directly to the portal, which speeds up the approval process and eliminates the need for physical copies.

Industry 52

Industry Technology Customer Service e-support 52

AWS Machine Learning

FEBRUARY 14, 2024

You can choose the most appropriate phrases, formats, words, and symbols that guide the foundation models and in turn the generative AI applications to interact with the users more meaningfully. First, the user logs in to the chatbot application, which is hosted behind an Application Load Balancer and authenticated using Amazon Cognito.

Chatbots 138

Chatbots Travel Hospitality Data 138

AWS Machine Learning

NOVEMBER 15, 2024

This centralized system consolidates a wide range of data sources, including detailed reports, FAQs, and technical documents. The system integrates structured data, such as tables containing product properties and specifications, with unstructured text documents that provide in-depth product descriptions and usage guidelines.

Analysis 117

Analysis Knowledge Base Ecommerce Comparison 117

AWS Machine Learning

FEBRUARY 14, 2023

It indexes the documents stored in a wide range of repositories and finds the most relevant document based on the keywords or natural language questions the user has searched for. Additional refinement is needed to find the documents specific to that user or user group as the top search result.

Chatbots 96

Chatbots Course How To Groups 96

AWS Machine Learning

MARCH 1, 2024

Some examples include a customer calling to check on the status of an order and receiving an update from a bot, or a customer needing to submit a renewal for a license and the chatbot collecting the necessary information, which it hands over to an agent for processing.

Chatbots 122

Chatbots Self Service Omni-Channel Contact Center 122

AWS Machine Learning

MAY 16, 2023

In this post, we walk through how to deploy the GPT-NeoXT-Chat-Base-20B model and invoke the model within an OpenChatKit interactive shell. This demonstration provides an open-source foundation model chatbot for use within your application. In addition to the aforementioned fine-tuning, GPT-NeoXT-Chat-Base-20B-v0.16

Chatbots 97

Chatbots Training Interaction Analysis 97

CSM Magazine

MAY 18, 2022

Are your email addresses easy to find online or on customer documents? Similarly, to the above, ensure that your phone number is displayed clearly on your website, Google listing, and customer documents so that customers can get in touch with you immediately after an issue has occurred. But which elements should you focus on?

Chatbots 105

Chatbots Customer Service Customer Service Representative Social Media 105

ShepHyken

JULY 2, 2021

Compile the most frequently asked questions in a shared document, determine the best possible answers, and distribute the document to your customer service team. . This document will act as a single source of truth your team can reference. Are you finding any patterns in questions or concerns stated over social media?

Social Media 150

Social Media Customer Service Chatbots Self Service 150

AWS Machine Learning

MAY 14, 2024

The entire conversation in this use case, starting with generative AI and then bringing in human agents who take over, is logged so that the interaction can be used as part of the knowledge base. We present the solution and provide an example by simulating a case where the tier one AWS experts are notified to help customers using a chat-bot.

Chatbots 117

Chatbots Knowledge Base Training e-support 117

Inbenta

OCTOBER 30, 2024

This article discusses 11 powerful applications of NLP, including automated translation to accurately convey meaning, sentiment analysis for understanding customer intent, and virtual chatbots for better customer interactions. Virtual agents and chatbots Thanks to NLP technology, chatbots have become more human-like. 

e-support 52

e-support Virtual Agent Chatbots Self Service 52