AWS Machine Learning

SEPTEMBER 6, 2024

This post focuses on evaluating and interpreting metrics using FMEval for question answering in a generative AI application. FMEval is a comprehensive evaluation suite from Amazon SageMaker Clarify , providing standardized implementations of metrics to assess quality and responsibility. Question Answer Fact Who is Andrew R.

Best practices 90

Best practices Metrics Sales Benchmark 90

Mindtouch

SEPTEMBER 4, 2020

When customers engage with your company’s product documentation and self-service support knowledge, they’re doing so much more than viewing a single piece of content. What is MindTouch Customer Experience Analytics? For example, you can view content-level metrics based on the use profile, topic area, or product line.

Analytics 101

Analytics Customer Experience Self service Metrics 101

SharpenCX

JUNE 28, 2023

Improving your customer service metrics requires a deeper look at which KPIs make sense for your contact center and the strategies you use to achieve them. What Call Center Metrics Should You Measure? You can use this metric to identify peak volume as well. You can use this metric to identify peak volume as well.

Call Center 67

Call Center Metrics call center software Contact Center 67

Cincom

MAY 3, 2024

Manually creating customized communication documents like quotes, invoices, contracts, and reports is an inefficient process prone to human error. If you’re considering implementing a document automation solution for your organization, there are several key capabilities to evaluate during your search. What Is Document Automation?

Enterprise 40

Enterprise CRM APIs Customer retention 40

Hodusoft

JUNE 2, 2024

HoduSoft Introduces Advanced Speech Analytics “We are surrounded by data, but starved for insights.” At HoduSoft, we understand the importance of data analytics for today’s businesses and gaining deeper insights to improve their customer interactions. What is Speech Analytics? As a result, businesses lose out on $5.2

Analytics 52

Analytics Contact Center Technology Marketing 52

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. Model monitoring of key NLP metrics was incorporated and controls were implemented to prevent unsafe, unethical, or off-topic responses.

Chatbots 116

Chatbots Engineering Enterprise Feedback 116

AWS Machine Learning

OCTOBER 29, 2024

Observability refers to the ability to understand the internal state and behavior of a system by analyzing its outputs, logs, and metrics. For a detailed breakdown of the features and implementation specifics, refer to the comprehensive documentation in the GitHub repository.

Best practices 104

Best practices Feedback Metrics APIs 104

AWS Machine Learning

NOVEMBER 15, 2024

The integration of these multimodal capabilities has unlocked new possibilities for businesses and individuals, revolutionizing fields such as content creation, visual analytics, and software development. When the fine-tuning process is complete, you can review the evaluation metrics for the model. respectively, on the DocVQA test set.

Benchmark 94

Benchmark Metrics Management Analytics 94

Totango

NOVEMBER 21, 2019

Luckily, there’s a measure for that, too: customer satisfaction metrics. Therefore, you should not only track customer satisfaction, but you should also empower your customer success team to take action based on the lessons these metrics teach you, customer satisfaction metrics. . Document how long onboarding takes.

Best practices 92

Best practices Metrics Customer advocacy Education 92

CCNG

APRIL 20, 2022

Numerous disparate systems generate perpetual flows of valuable data — the analytic raw material that can yield truth and intelligence about your people, performance, processes, culture and more. Once in place, establish a data management and analytics assessment program to identify data challenges and coordinate and prioritize projects.

Customer Experience 195

Customer Experience CCNG Gamification Analytics 195

CSM Magazine

AUGUST 20, 2023

In today’s fast-paced legal landscape, analytics and reporting have become a game-changer for law firms and legal organizations seeking to stay ahead of the competition. Cost Analysis: With the help of analytics, legal professionals can perform a comprehensive cost analysis of each stage of the litigation process.

Analytics 52

Analytics Management Feedback Metrics 52

8x8

FEBRUARY 21, 2019

Likewise, you’ll want to map out your destination when using speech analytics. Speech analytics provides business intelligence by uncovering content that otherwise might not be discovered. In addition, the time to value is immediate with out-of-the box speech analytics , avoiding a lengthy and costly installation.

Analytics 85

Analytics Contact Center Metrics Quality management 85

AWS Machine Learning

FEBRUARY 26, 2024

In this post, we demonstrate a few metrics for online LLM monitoring and their respective architecture for scale using AWS services such as Amazon CloudWatch and AWS Lambda. Overview of solution The first thing to consider is that different metrics require different computation considerations. The function invokes the modules.

Metrics 127

Metrics Big data Analytics Engineering 127

AWS Machine Learning

NOVEMBER 19, 2024

These sessions, featuring Amazon Q Business , Amazon Q Developer , Amazon Q in QuickSight , and Amazon Q Connect , span the AI/ML, DevOps and Developer Productivity, Analytics, and Business Applications topics. Hear from Availity on how 1.5 In this session, learn best practices for effectively adopting generative AI in your organization.

APIs 81

APIs Enterprise Best practices Government 81

AWS Machine Learning

NOVEMBER 20, 2024

By narrowing down the search space to the most relevant documents or chunks, metadata filtering reduces noise and irrelevant information, enabling the LLM to focus on the most relevant content. This approach narrows down the search space to the most relevant documents or passages, reducing noise and irrelevant information.

Construction 99

Construction APIs Metrics Accountability 99

AWS Machine Learning

AUGUST 22, 2024

Verisk (Nasdaq: VRSK) is a leading strategic data analytics and technology partner to the global insurance industry. By responsibly building proprietary AI models created with Verisk’s extensive clinical, claims, and data science expertise, complex and unstructured documents are automatically organized, reviewed, and summarized.

Engineering 105

Engineering Analytics APIs Government 105

AWS Machine Learning

SEPTEMBER 16, 2024

Workflow of RAG Orchestration The RAG orchestration generally consists of two steps: Retrieval – RAG fetches relevant documents from an external data source using the generated search queries. When presented with the search queries, the RAG-based application searches the data source for relevant documents or passages.

Enterprise 109

Enterprise Accountability APIs Metrics 109

ProProfs Blog

APRIL 17, 2020

But without numbers or metric data in hand, coming up with any new strategy would only consume your valuable time. For example, you need access to metrics like NPS, average response time and others like it to make sure you come up with relevant strategies that help you retain more customers. So, buckle up. 1: Customer Churn Rate. #2:

Metrics 142

Metrics Customer retention SaaS Surveys 142

AWS Machine Learning

NOVEMBER 1, 2024

BMJ conducted an audit on the total emissions of greenhouse gases that were produced by the trials and calculated that roughly 126 metric tons (carbon dioxide equivalent) was emitted during a 1-year period. Over a 5-year period, it would mean that the entire trial would be responsible for about 630 metric tons of carbon dioxide equivalent.

Metrics 109

Metrics Transportation industry standards Analytics 109

AWS Machine Learning

MAY 30, 2024

Vitech helps group insurance, pension fund administration, and investment clients expand their offerings and capabilities, streamline their operations, and gain analytical insights. Data store Vitech’s product documentation is largely available in.pdf format, making it the standard format used by VitechIQ.

Chatbots 122

Chatbots Engineering APIs Technology 122

CSM Magazine

FEBRUARY 11, 2021

Calabrio has recognised three organisations with awards for their innovative use of workforce optimisation analytics. Insights from these analytics-driven contact centres have been captured in a free to download ebook to help other businesses support different ways of working in turbulent times.

Analytics 59

Analytics Average Handle Time Metrics Customer Experience 59

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

MAY 9, 2024

Verisk (Nasdaq: VRSK) is a leading data analytics and technology partner for the global insurance industry. Through advanced analytics, software, research, and industry expertise across over 20 countries, Verisk helps build resilience for individuals, communities, and businesses.

Engineering 131

Engineering Customer Support APIs Government 131

AWS Machine Learning

MAY 2, 2024

As new embedding models are released with incremental quality improvements, organizations must weigh the potential benefits against the associated costs of upgrading, considering factors like computational resources, data reprocessing, integration efforts, and projected performance gains impacting business metrics.

Benchmark 122

Benchmark Metrics Enterprise APIs 122

AWS Machine Learning

OCTOBER 11, 2024

Use cases for vector databases for RAG In the context of RAG architectures, the external knowledge can come from relational databases, search and document stores, or other data stores. Knowledge bases are essential for various use cases, such as customer support, product documentation, internal knowledge sharing, and decision-making systems.

APIs 98

APIs Enterprise Engineering Government 98

AWS Machine Learning

SEPTEMBER 27, 2023

Solution overview MDaudit built an intelligent document processing (IDP) solution, SmartScan.ai. Designed with client-level isolation at the document level, MDaudit customers start by uploading their ADR documents via a web portal to Amazon Simple Storage Service (Amazon S3). can process scanned PDFs without manual review.

Healthcare 119

Healthcare Engineering SaaS Analytics 119

Pointillist

SEPTEMBER 26, 2018

But the majority are still not able to show how the customer experience metrics they collect directly impact business performance or how they are using them to improve customer experience. Take Direct Action Based on Your Customer Experience Metrics. b) Input for Product Development. f) Close the Loop With Dissatisfied Customers.

Metrics 65

Metrics Customer Experience Analytics Feedback 65

AWS Machine Learning

SEPTEMBER 27, 2023

RAG searches documents through large language model (LLM) embedding and vectoring, creates the context from search results through clustering, and uses the context as an augmented prompt to inference a foundation model to get the answer. In this case, the question answering task works better by fine-tuning the LLM with the documents.

Construction 108

Construction Engineering Best practices Consulting 108

AWS Machine Learning

NOVEMBER 13, 2024

Model cards are an essential component for registered ML models, providing a standardized way to document and communicate key model metadata, including intended use, performance, risks, and business information. Train your ML model with the prepared data and register the candidate model package version with training metrics.

Government 96

Government Engineering Metrics APIs 96

Expivia

FEBRUARY 15, 2024

Enlighten Actions: Beyond Analytics Enlighten Actions represents a significant advancement in AI-driven analytics, providing unprecedented insights into customer interactions and agent performance. These updates facilitate a more efficient management of customer service teams and a more customizable user experience.

Virtual Agent 75

Virtual Agent APIs Analytics Chatbots 75

Cincom

MAY 8, 2024

CCM software consolidates different conversations into one system for designing, deploying, and tracking documents. CCM platforms also often integrate document automation tools that assemble customized documents like contracts and statements by pulling modular content components into templates.

Analytics 52

Analytics Enterprise Best practices Personalization 52

AWS Machine Learning

MAY 25, 2023

With Amazon Kendra, you can find relevant answers to your questions quickly, without sifting through documents. Although the Amazon Kendra console comes equipped with an analytics dashboard, many of our customers prefer to build a custom dashboard. Such grouping of similar queries can be done using the concept of semantic similarity.

Automotive 80

Automotive Metrics Analytics APIs 80

AWS Machine Learning

NOVEMBER 1, 2024

We also provide insights on how to achieve optimal results for different dataset sizes and use cases, backed by experimental data and performance metrics. The evaluation metric is the F1 score that measures the word-to-word matching of the extracted content between the generated output and the ground truth answer.

Best practices 91

Best practices APIs Finance Metrics 91

AWS Machine Learning

AUGUST 2, 2024

Investors and analysts closely watch key metrics like revenue growth, earnings per share, margins, cash flow, and projections to assess performance against peers and industry trends. Draft a comprehensive earnings call script that covers the key financial metrics, business highlights, and future outlook for the given quarter.

Engineering 123

Engineering Scripts Metrics APIs 123