AWS Machine Learning

MARCH 4, 2025

Amazon Bedrock Knowledge Bases has a metadata filtering capability that allows you to refine search results based on specific attributes of the documents, improving retrieval accuracy and the relevance of responses. Improving document retrieval results helps personalize the responses generated for each user.

Knowledge Base 83

Knowledge Base Travel Policies e-support 83

InMoment XI

JANUARY 9, 2024

The company also acts on insights from customer feedback in order to understand improve the skills of its support agents, enabling them to become better at serving PandaDoc customers. Support and service. Software company PandaDoc uses multiple surveys to monitor customer sentiment and improve product experience.

B2B 413

B2B Self Service Customer Experience Customer Journeys 413

AWS Machine Learning

FEBRUARY 12, 2025

Flexible implementation : The system supports the evaluation of models hosted on Amazon Bedrock, custom fine-tuned models, and imported models. Both of these fields need to have enough quota to support your Provisioned Throughput model unit. Model units per provisioned model for [your custom model name]. 0]}-{datetime.now().strftime('%Y-%m-%d-%H-%M-%S')}"

e-support 90

e-support Comparison Metrics Analysis 90

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

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.

Comparison 98

Comparison e-support Knowledge Base Sports 98

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

InMoment XI

MAY 31, 2022

In the post-acquisition phase, Customer Success and Support own certain customer touchpoints, and are likely already gathering feedback about them from customers. These touchpoints may include the end of the onboarding cycle in SaaS , order delivery in ecommerce, a customer support interaction.

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. The primary goal of a contact center is to ensure that customers receive timely and effective support. What are the Best Call Center Solutions?

Contact Center 273

Contact Center Customer Service Omni-Channel Call Center Solutions 273

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. Be present.

Loyalty Programs 184

Loyalty Programs e-support Self Service Video 184

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 89

Banking e-support Training Effort Score 89

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 85

Multi-Channel Effort Score e-support Training 85

CSM Magazine

NOVEMBER 27, 2024

And for online platforms – from e-commerce and social media consulting to online gambling and streaming – exceptional customer service is arguably even more important not only for attracting but also for retaining customers who, with one click, could switch to a competitor. How do you apply these insights to your own platform?

Self Service 52

Self Service Customer Service e-support How To 52

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

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 120

Insurance e-support Training Policies 120

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 90

Insurance Analytics Industry e-support 90

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

Kustomer

AUGUST 24, 2021

The nature of the customer experience within e-commerce has never been more vital to the life of a brand than it is at this moment. While e-commerce (buying over the internet) has been growing in leaps and bounds before the pandemic, online shopping quite simply exploded in 2020.

e-support 114

e-support Customer Experience Self Service Omni-Channel 114

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 88

Banking System Insurance Interaction 88

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 119

e-support Entertainment Data Resources 119

AWS Machine Learning

FEBRUARY 10, 2025

These services support single GPU to HyperPods (cluster of GPUs) for training and include built-in FMOps tools for tracking, debugging, and deployment. Hugging Face LLMs can be hosted on SageMaker using a variety of supported frameworks, such as NVIDIA Triton, vLLM, and Hugging Face TGI. Response parsing Code.

Multi-Channel 99

Multi-Channel e-support Tools System 99

AWS Machine Learning

NOVEMBER 14, 2024

For example, a use case that’s been moved from the QA stage to pre-production could be rejected and sent back to the development stage for rework because of missing documentation related to meeting certain regulatory controls. remote(s3_root_uri=f"s3://{bucket_name}/{prefix}", dependencies=f"requirements.txt", instance_type="ml.m5.large")

Government 93

Government Resources Management Groups 93

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

Kustomer

JUNE 8, 2021

The world is rapidly changing and that’s good news for businesses in the e-commerce space. This means it’s more crucial than ever to focus on the e-commerce customer service experience. These new statistics mean there’s a lot of room for growth in the e-commerce sector. What Is E-Commerce Customer Service?

Customer Service 100

Customer Service e-support Self Service Omni-Channel 100

ijgolding

AUGUST 20, 2017

It has been well documented by me and other Customer Experience thought leaders, that one of the major barriers to achieve a sustainable focus on Customer Experience is a lack of cross functional collaboration. e) As a leader, are you measuring AND acting on Voice of the Business, Voice of the Customer AND Voice of the Employee?

Customer Centricity 209

Customer Centricity e-support Leadership Measurement 209

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 110

Self Service Insurance Banking e-support 110

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 123

e-support Innovation Data Policies 123

Kustomer

MARCH 10, 2021

In this month’s edition, we discuss how a business was able to easily style their auto response e-mails, how integrating data powers a better agent experience, and the power of intelligent routing to get urgent issues solved more quickly. It’s fast, easy to learn, well supported across platforms, and translates flawlessly to HTML.

e-support 98

e-support System Resources Data 98

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. You can use response bots and the document chaining capabilities of QnABot to achieve this capability. The ticket number is then returned to the user.

Self Service 127

Self Service Chatbots e-support Software 127

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. Furthermore, the knowledge base includes the referenced policy documents used by the evaluation, providing moderators with additional context.

Policies 130

Policies Knowledge Base Analysis e-support 130

AWS Machine Learning

SEPTEMBER 25, 2024

The vision-based use cases that we discuss in this post include document visual question answering, extracting structured entity information from images, and image captioning. The 11B and 90B models are multimodal—they support text in/text out, and text+image in/text out. The Llama 3.2 Overview of Llama 3.2 Overview of Llama 3.2

e-support 91

e-support Ecommerce Trends Financial 91

AWS Machine Learning

JULY 18, 2023

In the blog post titled Enhance Amazon Lex with conversational FAQ features using LLMs , we demonstrated how you can use a combination of Amazon Lex and LlamaIndex to build a chatbot powered by your existing knowledge sources, such as PDF or Word documents. text response = self._html2text.html2text(response)

Policies 91

Policies e-support Chatbots Exercises 91

BirdEye

NOVEMBER 22, 2024

This helps agencies serve diverse markets, manage inquiries across time zones, and do the following: Lead qualification automation Appointment scheduling integration Multi-language support 10 best AI tools for real estate marketing AI tools are reshaping real estate marketing efficiency from listing creation to client communication.

Tools 52

Tools Marketing Social Media Multi-Channel 52

TechSee

JANUARY 29, 2019

In recent years, a wide range of AI technologies have been successfully integrated into the CRM domain, from sales and marketing to customer support and retention. Early adopters of computer vision have already made great strides in the retail and e-commerce space. Enterprise adoption of AI in CRM. Next Step: Computer Vision Training.

CRM 164

CRM Self Service Effort Score e-support 164

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

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 93

e-support Exercises Insurance Government 93

AWS Machine Learning

NOVEMBER 10, 2023

Amazon Comprehend is a natural language processing (NLP) service that uses machine learning (ML) to uncover information in unstructured data and text within documents. Note that DetectToxicContent is a new API, whereas ClassifyDocument is an existing API that now supports prompt safety classification.

e-support 119

e-support Chatbots Examples Data 119