AWS Machine Learning

MARCH 4, 2025

Amazon Bedrock Knowledge Bases offers a fully managed Retrieval Augmented Generation (RAG) feature that connects large language models (LLMs) to internal data sources. It also provides developers with greater control over the LLMs outputs, including the ability to include citations and manage sensitive information.

Knowledge Base 105

Knowledge Base Travel Policies e-support 105

AWS Machine Learning

FEBRUARY 12, 2025

Amazon Bedrock , a fully managed service offering high-performing foundation models from leading AI companies through a single API, has recently introduced two significant evaluation capabilities: LLM-as-a-judge under Amazon Bedrock Model Evaluation and RAG evaluation for Amazon Bedrock Knowledge Bases.

e-support 95

e-support Comparison Metrics Analysis 95

AWS Machine Learning

OCTOBER 24, 2023

In today’s information age, the vast volumes of data housed in countless documents present both a challenge and an opportunity for businesses. Traditional document processing methods often fall short in efficiency and accuracy, leaving room for innovation, cost-efficiency, and optimizations. However, the potential doesn’t end there.

Hospitality 138

Hospitality Examples e-support Data 138

GetFeedback

JANUARY 19, 2020

One caveat: don’t take this as a model for the only or the right way to document a journey map. Post-Purchase: How will the customer get access to the solution/service, learn how to use it, and get support? Document the customer’s emotional reaction. Click here to enlarge map) . There are dozens of possibilities.

Customer Journeys 365

Customer Journeys Touchpoint Survey Measurement 365

Calabrio

MARCH 31, 2025

Though its been around since the 1960s , generative AIs power first turned most heads outside the computer science lab when tools like MidJourney and Dall-E emerged with their ability to generate realistic imagery based on text inputs. Assistance Tools Support Agents in Real Time Equip your agents with a real-time co-pilot.

Contact Center 130

Contact Center Self Service Customer Service Virtual Agent 130

InMoment XI

MAY 31, 2022

“When a manager takes the lead to form a cohesive, customer-centric, interdepartmental team, it not only facilitates learning and accountability throughout the whole company, it can even change company culture for the better.” ” – Jessica Pfeifer, VP & General Manager, InMoment. Define Customer Segments.

Customer Journeys 396

Customer Journeys Examples Net Promoter Score Touchpoint 396

InMoment XI

OCTOBER 19, 2023

In a world where customer service and support are crucial to business success, the importance of an efficient and effective contact center cannot be overstated. They serve as centralized hubs where businesses manage customer interactions. These solutions are versatile and can be tailored to meet various use cases.

Contact Center 273

Contact Center Customer Service Omni-Channel Call Center Solutions 273

ECXO

JULY 22, 2024

Key components include: Clear Communication: Benefits should be communicated clearly, supported by user-friendly interfaces and personalized experiences. Tailored Walkthroughs: Customized guides and welcome messages introduce key features and benefits, making users feel supported from the start.

B2B 207

B2B Customer Experience Self Service e-support 207

Kayako

MAY 30, 2017

I have selected these videos because each one has influenced our customer relationships and deepened our understanding of how to provide better customer support. When companies hire employees who truly share the company’s vision—and then inspire and support them as they strive to meet this vision—magic happens. It should be constant.

Loyalty Programs 184

Loyalty Programs e-support Self Service Video 184

AWS Machine Learning

OCTOBER 26, 2023

As announced on October 5, 2023 , SageMaker Canvas expanded its support of models to foundation models (FMs) – large language models used to generate and summarize content. Canvas users select the index where their documents are, and can ideate, research, and explore knowing that the output will always be backed by their sources-of-truth.

Knowledge Base 120

Knowledge Base Company e-support Data 120

AWS Machine Learning

MARCH 11, 2025

The Amazon Nova family of models includes Amazon Nova Micro, Amazon Nova Lite, and Amazon Nova Pro, which support text, image, and video inputs while generating text-based outputs. GPT-4o supports a context window of 128,000 compared to Amazon Nova Pro with a context window of 300,000. Learn more at the Amazon Nova product page.

Comparison 105

Comparison e-support Knowledge Base Sports 105

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.

Industry 52

Industry Technology Customer Service e-support 52

AWS Machine Learning

AUGUST 15, 2022

Amazon’s intelligent document processing (IDP) helps you speed up your business decision cycles and reduce costs. Across multiple industries, customers need to process millions of documents per year in the course of their business. The following figure shows the stages that are typically part of an IDP workflow.

Banking 93

Banking e-support Training Effort Score 93

Kayako

DECEMBER 13, 2017

A knowledge base offers your customers 24/7 support. By giving customers 24/7 self-service, support teams have more bandwidth to handle more complex customer questions and issues. Whatever the form or method, self-service is usually available at your support portal or Help Center.

Knowledge Base 221

Knowledge Base Self Service e-support Travel 221

AWS Machine Learning

AUGUST 15, 2022

Organizations across industries such as healthcare, finance and lending, legal, retail, and manufacturing often have to deal with a lot of documents in their day-to-day business processes. There is limited automation available today to process and extract information from these documents.

Multi-Channel 90

Multi-Channel Effort Score e-support Training 90

AWS Machine Learning

FEBRUARY 10, 2025

In this post, we dive into how organizations can use Amazon SageMaker AI , a fully managed service that allows you to build, train, and deploy ML models at scale, and can build AI agents using CrewAI, a popular agentic framework and open source models like DeepSeek-R1.

Multi-Channel 106

Multi-Channel e-support Tools System 106

AWS Machine Learning

DECEMBER 5, 2023

Enterprises may want to add custom metadata like document types (W-2 forms or paystubs), various entity types such as names, organization, and address, in addition to the standard metadata like file type, date created, or size to extend the intelligent search while ingesting the documents.

Insurance 125

Insurance e-support Training Policies 125

AWS Machine Learning

MAY 24, 2023

Intelligent document processing (IDP) is a technology that automates the processing of high volumes of unstructured data, including text, images, and videos. The system is capable of processing images, large PDF, and documents in other format and answering questions derived from the content via interactive text or voice inputs.

Banking 92

Banking System Insurance Interaction 92

AWS Machine Learning

NOVEMBER 20, 2023

A typical RAG solution for knowledge retrieval from documents uses an embeddings model to convert the data from the data sources to embeddings and stores these embeddings in a vector database. When a user asks a question, it searches the vector database and retrieves documents that are most similar to the user’s query.

e-support 125

e-support Entertainment Data Resources 125

Inbenta

OCTOBER 30, 2024

Sentiment analysis Sentiment analysis tries to gauge the overall mood of a text or document by analyzing the language used. Chatbots in e-commerce  use NLP to understand shoppers’ queries and answer them accurately.  Semantic search helps e-commerce sites increase conversion and decrease cart abandonment.

e-support 52

e-support Virtual Agent Chatbots Self Service 52

AWS Machine Learning

NOVEMBER 3, 2022

In Part 1 of this series, we discussed intelligent document processing (IDP), and how IDP can accelerate claims processing use cases in the insurance industry. We discussed how we can use AWS AI services to accurately categorize claims documents along with supporting documents. Part 2: Data enrichment and insights.

Insurance 94

Insurance Analytics Industry e-support 94

AWS Machine Learning

JANUARY 12, 2024

They don’t capture the full context of a document, making them less effective in dealing with unstructured data. Embeddings are generated by representational language models that translate text into numerical vectors and encode contextual information in a document.

Financial 138

Financial e-support System Meeting 138

Thematic

FEBRUARY 3, 2025

Customer Support: Resolving Complaints and Improving Service In customer support, speed and accuracy are everything. Such is the case of DoorDash, which used Thematic’s text analytics to review support tickets. Then, businesses can proactively adjust their products or services to improve the customer experience.

Analytics 62

Analytics e-support Social Media Net Promoter Score 62

AWS Machine Learning

DECEMBER 29, 2022

Documents are a primary tool for record keeping, communication, collaboration, and transactions across many industries, including financial, medical, legal, and real estate. The millions of mortgage applications and hundreds of millions of W2 tax forms processed each year are just a few examples of such documents.

Self Service 117

Self Service Insurance Banking e-support 117

ijgolding

AUGUST 20, 2017

Often, those who have wanted to acquire knowledge, or who have been sent to do so, have represented middle management or below. In the overwhelming majority of cases, middle managers have concluded AFTER the training that their leaders need to sit through the workshop as an absolute priority!

Customer Centricity 209

Customer Centricity e-support Leadership Measurement 209

AWS Machine Learning

FEBRUARY 6, 2024

Providing excellent IT support is crucial for any organization, but legacy systems have relied heavily on human agents being available to intake reports and triage issues. According to Gartner Magic Quadrant 2023, ServiceNow is one of the leading IT Service Management (ITSM) providers on the market. QnABot version 5.4+

Self Service 132

Self Service Chatbots e-support Software 132

AWS Machine Learning

MARCH 13, 2024

Although voice and text chat often support friendly banter, it can also lead to problems such as hate speech, cyberbullying, harassment, and scams. Social platforms seek an off-the-shelf moderation solution that is straightforward to initiate, but they also require customization for managing diverse policies.

Policies 134

Policies Knowledge Base Analysis e-support 134

BirdEye

NOVEMBER 22, 2024

AI tools help real estate reputation management by turning reviews into revenue, converting feedback into leads, and maintaining your brand’s credibility across multiple platforms. Review management: AI monitors and responds to reviews across Zillow, Google, and real estate platforms. You’re not alone.

Tools 52

Tools Marketing Social Media Multi-Channel 52

CSM Magazine

FEBRUARY 5, 2025

Crowdfunding Campaigns Platforms like Kickstarter, GoFundMe, and Indiegogo are great for raising funds directly from supporters. Leverage your network and invite local businesses or stakeholders to support the event. Research government and private grant programs designed to support initiatives in specific industries.

Call Center 52

Call Center e-support Social Media Financial 52

AWS Machine Learning

APRIL 19, 2024

This solution includes the following components: Amazon Titan Text Embeddings is a text embeddings model that converts natural language text, including single words, phrases, or even large documents, into numerical representations that can be used to power use cases such as search, personalization, and clustering based on semantic similarity.

e-support 127

e-support Innovation Data Policies 127

AWS Machine Learning

SEPTEMBER 25, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies, like Meta, through a single API, along with a broad set of capabilities you need to build generative AI applications with security, privacy, and responsible AI. The Llama 3.2 Overview of Llama 3.2 All Llama 3.2

e-support 95

e-support Ecommerce Trends Financial 95

AWS Machine Learning

MAY 31, 2024

Here, we use AWS HealthOmics storage as a convenient and cost-effective omic data store and Amazon Sagemaker as a fully managed machine learning (ML) service to train and deploy the model. It supports large-scale analysis and collaborative research through HealthOmics storage, analytics, and workflow capabilities.

Training 111

Training e-support Healthcare Analysis 111

AWS Machine Learning

AUGUST 17, 2022

The AWS website is currently available in 16 languages (12 for the AWS Management Console and for technical documentation): Arabic, Chinese Simplified, Chinese Traditional, English, French, German, Indonesian, Italian, Japanese, Korean, Portuguese, Russian, Spanish, Thai, Turkish, and Vietnamese. How AWSLOC uses Amazon Translate.

e-support 95

e-support Exercises Insurance Government 95

AWS Machine Learning

FEBRUARY 8, 2024

These agents excel at automating a wide range of routine and repetitive tasks, such as data entry, customer support inquiries, and content generation. These managed agents play conductor, orchestrating interactions between FMs, API integrations, user conversations, and knowledge sources loaded with your data.

Knowledge Base 141

Knowledge Base Insurance Policies Groups 141

SurveySparrow

MARCH 18, 2020

Content Management is no simple task. A content management software(CMS) can assist you. . What is Content Management Software (CMS)? A content management software helps you in managing content in the best possible way. `A 10 Best Content Management Software (CMS) of 2020. Well, frankly, no. . Squarespace.

Software 69

Software Management e-support Ecommerce 69

TechSee

JANUARY 8, 2019

With e-commerce and digital banking/, insurance becoming increasingly popular, resolving billing issues and contract payments is becoming a massive challenge for customer service centers. The session can also be recorded for documentation purposes.

Engagement 167

Engagement How To Video e-support 167

AWS Machine Learning

FEBRUARY 5, 2025

We will provide a brief introduction to guardrails and the Nemo Guardrails framework for managing LLM interactions. Integrating with Amazon SageMaker JumpStart to utilize the latest large language models with managed solutions. However, this method might not scale well for extensive data sets typical in e-commerce environments.

Chatbots 102

Chatbots Examples Interaction e-support 102