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 1: Classification and extraction of documents.

Analytics 94

Analytics APIs Healthcare Big data 94

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. This task involves answering analytical reasoning questions.

Analytics 125

Analytics APIs Engineering Construction 125

AWS Machine Learning

MARCH 27, 2025

Lets say the task at hand is to predict the root cause categories (Customer Education, Feature Request, Software Defect, Documentation Improvement, Security Awareness, and Billing Inquiry) for customer support cases. These metrics provide high precision but are limited to specific use cases due to limited ground truth data.

Education 91

Education Engineering APIs Enterprise 91

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

AWS Machine Learning

APRIL 19, 2023

The ability to effectively handle and process enormous amounts of documents has become essential for enterprises in the modern world. Due to the continuous influx of information that all enterprises deal with, manually classifying documents is no longer a viable option.

APIs 98

APIs Metrics Enterprise Best practices 98

AWS Machine Learning

OCTOBER 9, 2024

Amazon Lookout for Metrics is a fully managed service that uses machine learning (ML) to detect anomalies in virtually any time-series business or operational metrics—such as revenue performance, purchase transactions, and customer acquisition and retention rates—with no ML experience required. To learn more, see the documentation.

Metrics 90

Metrics APIs Engineering Accountability 90

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

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

FEBRUARY 21, 2025

Besides the efficiency in system design, the compound AI system also enables you to optimize complex generative AI systems, using a comprehensive evaluation module based on multiple metrics, benchmarking data, and even judgements from other LLMs. The DSPy lifecycle is presented in the following diagram in seven steps.

Benchmark 85

Benchmark Metrics Engineering Feedback 85

BlueOcean

MARCH 24, 2025

Its a dynamic document that, like your partnership, requires time and attention. Because we didnt know until the waning days of our relationship that our client was being measured by their head office in Europe on one KPI above all others: the scores on their post-contact surveys a metric that didnt even appear in our SOW.

Contact Center 62

Contact Center Automotive outsourcing Analytics 62

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 93

Best practices Metrics Customer advocacy Education 93

AWS Machine Learning

FEBRUARY 25, 2025

This post shows how to configure an Amazon Q Business custom connector and derive insights by creating a generative AI-powered conversation experience on AWS using Amazon Q Business while using access control lists (ACLs) to restrict access to documents based on user permissions. Who are the data stewards for my proprietary database sources?

Enterprise 92

Enterprise Engineering APIs Accountability 92

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

CSM Magazine

JANUARY 20, 2025

Track performance: A shared platform typically offers analytics, so you can measure response rates and ensure service improvements. Leverage Multimedia Features WhatsApp isnt just for text messagesit supports images, video, documents, and voice messages, making it much easier to clarify or enhance your customer conversations.

Customer Service 52

Customer Service Metrics Accountability Analytics 52

AWS Machine Learning

OCTOBER 29, 2024

All of this data is centralized and can be used to improve metrics in scenarios such as sales or call centers. These insights are stored in a central repository, unlocking the ability for analytics teams to have a single view of interactions and use the data to formulate better sales and support strategies.

Engineering 109

Engineering APIs Sales Enterprise 109

AWS Machine Learning

FEBRUARY 5, 2025

Data sources We use Spack documentation RST (ReStructured Text) files uploaded in an Amazon Simple Storage Service (Amazon S3) bucket. Data sources We use Spack documentation RST (ReStructured Text) files uploaded in an Amazon Simple Storage Service (Amazon S3) bucket. For example, Spack images on Docker Hub.

Engineering 70

Engineering Feedback Analytics Education 70

Outsource Consultants

FEBRUARY 18, 2025

Data-Driven Approach: Leverage the power of data analytics to identify trends and patterns in quality issues. Regular Meetings: Conduct regular business reviews to track progress on action plans, discuss performance metrics, and address any roadblocks that may arise. Document these actions and track their effectiveness.

Feedback 67

Feedback Customer centricity Best practices Engineering 67

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 91

Best practices Metrics Sales Benchmark 91

Joe Rawlinson

JANUARY 24, 2025

Content such as blogs, emails, document templates, social media updates, and more can fall under this category. Reporting and Analytics Features for tracking the performance of communication campaigns, analyzing customer engagement metrics, and measuring the overall impact of CCM on business outcomes.

Management 78

Management Analytics Metrics Technology 78

Balto

MARCH 17, 2025

Real-Time Call Center Insights Dashboard Introduction to Call Center Insights Call center analytics transforms raw operational data into actionable intelligence, enabling businesses to improve customer experience while optimizing agent performance. Modern analytics platforms examine everything from call volume patterns to customer sentiment.

Call Center 52

Call Center Customer Experience Average Handle Time Analytics 52

Callminer

SEPTEMBER 14, 2020

For instance, to improve key call center metrics such as first call resolution , business analysts may recommend implementing speech analytics solutions to improve agent performance management. That requires involvement in process design and improvement, workload planning and metric and KPI analysis. AmraBeganovich.

Call Center 182

Call Center Analytics First call resolution Metrics 182

OctopusTech

FEBRUARY 21, 2025

Call Recording Efficient call center for lawyers integrated automated call recording software to allow teams to document client interactions for compliance, quality assurance , and evidence. With the warm transfer option, the agents can transfer the conversation to the right department even before the potential customer picks up the phone.

Call Center 62

Call Center Interactive Voice Response virtual call center Coaching 62

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 136

Metrics Big data Analytics Engineering 136

CCNG

MAY 27, 2021

Contact Center Leaders are continually being pushed to improve processes, decrease cost, increase customer satisfaction, and improve sales or metrics. A consultant works with you to create requirements documents that assess priorities for both functional and non-functional requirements.

Consulting 195

Consulting Consulting Contact Center Gamification 195

AWS Machine Learning

NOVEMBER 13, 2024

For more information on managing credentials securely, see the AWS Boto3 documentation. For example: aws s3 cp /Users/username/Documents/training/loafers s3://footwear-dataset/ --recursive Confirm the upload : Go back to the S3 console, open your bucket, and verify that the images have been successfully uploaded to the bucket.

Engineering 114

Engineering Management APIs Healthcare 114

CSM Magazine

NOVEMBER 27, 2024

Think about how Adobe, for example, provides a mix of user forums, detailed documentation, and video tutorials to help users troubleshoot without needing to contact customer support. Measure Key Metrics Regularly One of the best ways to improve your customer service continually is by tracking and analyzing performance metrics.

Customer Service 52

Customer Service Self service Metrics Chatbots 52

AWS Machine Learning

DECEMBER 13, 2024

This post was written with Darrel Cherry, Dan Siddall, and Rany ElHousieny of Clearwater Analytics. About Clearwater Analytics Clearwater Analytics (NYSE: CWAN) stands at the forefront of investment management technology. This approach enhances cost-effectiveness and performance to promote high-quality interactions.

Analytics 81

Analytics Management Accountability Engineering 81

Pointillist

MAY 23, 2018

More and more marketers and customer experience professionals are now looking for the best customer journey analytics platform to understand and engage with individual customers at a personal level, at scale. But, once you begin to look into customer journey analytics at a deeper level things become much less clear.

Analytics 90

Analytics Journey mapping Multichannel Customer centricity 90

CCNG

OCTOBER 19, 2022

Marketing Metrics, 2010) Increasing customer retention rates by 5% increases profits anywhere from 25% to 95%. CCMC, 2017) Customer Experience Metrics and Data Learn how to measure Customer Experience 21% of companies have developed their own KPIs to track customer experience. over the last two years, 2.4 IDC, 2022).

Customer Experience 195

Customer Experience Journey mapping Metrics Surveys 195

Callminer

FEBRUARY 21, 2018

Failing to take the necessary time to involve input from all areas when developing the business requirement documentation for the software. A few years ago, when we were making our transition to call tracking, a big thing we looked for when comparing software was the ability to integrate directly with Google Analytics. Mark Rapley.

call center software 210

call center software Call Center Contact Center Interactive Voice Response 210

AWS Machine Learning

NOVEMBER 7, 2024

Hybrid search – In RAG, you may also optionally want to implement and expose different templates for performing hybrid search that help improve the quality of the retrieved documents. Model monitoring – The model monitoring service allows tenants to evaluate model performance against predefined metrics.

Enterprise 111

Enterprise APIs Government Accountability 111

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 128

Chatbots Engineering APIs Technology 128

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

Interactions

OCTOBER 23, 2024

A key issue holding retailers with “good enough” systems back is an over-reliance on containment as the key metric of automation success. Our customer success experts do the homework on client analytics and provide the bigger picture, bringing deeper knowledge of the industry and how other clients have solved problems.

Contact Center 62

Contact Center Surveys Self service Analytics 62