AWS Machine Learning

FEBRUARY 12, 2025

Prerequisites To use the LLM-as-a-judge model evaluation, make sure that you have satisfied the following requirements: An active AWS account. You can confirm that the models are enabled for your account on the Model access page of the Amazon Bedrock console. Selected evaluator and generator models enabled in Amazon Bedrock.

Metrics 97

Metrics Engineering Benchmark APIs 97

AWS Machine Learning

NOVEMBER 15, 2024

All text-to-image benchmarks are evaluated using Recall@5 ; text-to-text benchmarks are evaluated using NDCG@10. Text-to-text benchmark accuracy is based on BEIR, a dataset focused on out-of-domain retrievals (14 datasets). Generic text-to-image benchmark accuracy is based on Flickr and CoCo. This example uses ml.g5.xlarge,

Benchmark 108

Benchmark Enterprise Construction Engineering 108

AWS Machine Learning

OCTOBER 2, 2024

This two-part series explores best practices for building generative AI applications using Amazon Bedrock Agents. This data provides a benchmark for expected agent behavior, including the interaction with existing APIs, knowledge bases, and guardrails connected with the agent. None What is the balance for the account 1234?

Best practices 98

Best practices APIs Metrics Accountability 98

AWS Machine Learning

MARCH 14, 2024

Their research indicates that zero-shot CoT, using the same single-prompt template, significantly outperforms zero-shot FM performances on diverse benchmark reasoning tasks. For more details about training LLMs on SageMaker, refer to Training large language models on Amazon SageMaker: Best practices and SageMaker HyperPod.

Best practices 134

Best practices Engineering Chatbots Enterprise 134

Beyond Philosophy

APRIL 15, 2019

Today we share some important considerations for establishing your customer service culture as well as the best practices of the leading customer service organizations. We spoke with Marilyn Suttle, a conference speaker, and three-time best-selling author and coach, on a recent podcast. Define and improve your responsiveness.

Customer Service 287

Customer Service Airlines Best practices Consulting 287

ChurnZero

JUNE 24, 2022

In our webinar, 2022 SaaS retention benchmarks , SaaS Capital Manager Director Rob Belcher shares the results from their 11th annual B2B SaaS benchmarking survey. You can download the full report for net retention and gross retention benchmarks as well as retention metrics in relation to ACV, growth, size, and more.

Benchmark 98

Benchmark SaaS Metrics B2B 98

Totango

APRIL 14, 2020

Here are 6 B2B customer segmentation best practices to help make that happen: Stay Goal-Focused. Employing customer segmentation makes that pursuit easier by dividing your portfolio into accounts of similar standing that will benefit from targeted attention. The Top B2B Customer Segmentation Best Practices.

Best practices 71

Best practices B2B Enterprise Accountability 71

ChurnZero

MARCH 11, 2022

In that spirit, here are four email automation best practices you can use to take your Customer Success outreach up a notch. Is it because you’re trying to hit some arbitrary benchmark for how often you should engage customers? Know the goal behind every email you send.

Best practices 96

Best practices Personalization Benchmark Accountability 96

Eptica

OCTOBER 16, 2018

Date: Tuesday, October 16, 2018 Author: Anne Beghin - Project Manager 5 ways of delivering CX reporting best practice. This enables you to benchmark and compare performance and identify team and individual areas for improvement. Categorie(s): Best Practice Optimizing CX with Eptica Published on: October 16, 2018.

Best practices 68

Best practices Average Handle Time Self service Contact Center 68

Comm100

FEBRUARY 21, 2019

At the close of every year our data team puts their heads together to bring you our annual Live Chat Benchmark Report. Free Download: Live Chat Benchmark Report 2019. Download our annual Live Chat Benchmark Report to see how you stack up and for access to live chat insights and best practices from over 45M chat interactions.

Benchmark 69

Benchmark Wait times Best practices Accountability 69

Joe Rawlinson

MAY 17, 2022

Now, the question is—what are the metrics and figures to benchmark for every industry? Building their account on highly targeted ad groups. As with previous benchmark reports, the numbers have been consistently high for these industries. Otherwise, they’ll end up inflating their budget to no avail. Average Cost per Click (CPC).

Benchmark 15

Benchmark Advertising Entertainment Real estate 15

Callminer

OCTOBER 11, 2018

FCR on social/text needs to be amended to first conversation resolution as customers rarely provide all info needed to resolve a query upfront, but measuring this provides a benchmark you can use against other channels. Smitha obtained her license as CPA in 2007 from the California Board of Accountancy. Reuben Kats @grab_results.

Call Center 561

Call Center Metrics Contact Center Wait times 561

Callminer

AUGUST 1, 2017

Smitha obtained her license as CPA in 2007 from the California Board of Accountancy. With more than 15 years of experience in business, finance and accounting, she is also responsible for implementing financial controls and processes. Set your goals (contact concurrency or resolution time, the percentage of first time resolution, etc.)

Contact Center 334

Contact Center Call Center Average Handle Time Real estate 334

delighted

JUNE 8, 2021

Delighted’s benchmark email survey response rate hovers around 15%. . When determining a winner, also take the click-to-open rate of the email into account. The post Email survey subject lines: 7 Best practices to improve your open and click-through rates appeared first on Delighted. Source: SuperOffice.

Best practices 91

Best practices Surveys Feedback Construction 91

AWS Machine Learning

MAY 9, 2024

They establish and enforce best practices encompassing design, development, processes, and governance operations, thereby mitigating risks and making sure robust business, technical, and governance frameworks are consistently upheld. Platform – A central platform such as Amazon SageMaker for creation, training, and deployment.

Government 131

Government Best practices Benchmark Metrics 131

CSM Practice

JUNE 23, 2020

In this blog read as Chad Horenfeldt, Director of Customer Success at Kustomer discusses in depth Quarterly Business Review (QBRs) Best practices and ways to drive more values for clients in a Customer Success perspective. We can use these as a benchmark data in showing the clients how they are performing against others.

Best practices 64

Best practices Benchmark Coaching Personalization 64

NobelBiz

DECEMBER 3, 2024

Check out the best practices for increasing effectiveness. Service Level Targets Service levels are benchmarks that determine the quality of customer interactions. These tools can also account for real-time changes, ensuring forecasts remain relevant in dynamic environments. It covers key elements that improve accuracy.

Call Center 52

Call Center Workload forecasts Average Handle Time Contact Center 52

AWS Machine Learning

NOVEMBER 19, 2024

In this session, learn best practices for effectively adopting generative AI in your organization. Learn how they created specialized agents for different tasks like account management, repos, pipeline management, and more to help their developers go faster. This session covers best practices for a responsible evaluation.

APIs 101

APIs Enterprise Best practices Government 101

AWS Machine Learning

APRIL 22, 2024

It provides examples of use cases and best practices for using generative AI’s potential to accelerate sustainability and ESG initiatives, as well as insights into the main operational challenges of generative AI for sustainability. Throughout this lifecycle, implementing AWS Well-Architected Framework best practices is recommended.

Best practices 138

Best practices Benchmark Transportation Engineering 138

Totango

JUNE 23, 2020

Five basic customer success best practices can help move the needle on your net promoter scores: Segment to Find Trends. 6 Best Practices for Your CS Team. You can do this by following a few customer success best practices. Best practice is to send out a survey after each “success event.”

Best practices 62

Best practices Brand ambassadors Surveys Enterprise 62

Peter Lavers

JUNE 29, 2017

Systemic is defined as “of or relating to a whole system, especially as opposed to a particular part”, which in business infers a holistic approach, taking into account all the variables and soft/hard factors that affect the desired commercial and experiential outcomes. Competencies are thus inherently transferred in the process.

Management 79

Management Benchmark B2C B2B 79

aircall

MAY 24, 2021

By following best practices for your digital transformation framework, you also get the benefit of flexibility so you can add and subtract digital tools as your company’s needs change. Software integrations assist on both accounts. Accountability framework. Run an audit to create a benchmark to map your current status.

Best practices 62

Best practices Call Center Analytics Technology 62

AWS Machine Learning

MARCH 27, 2025

These include metrics such as ROUGE or cosine similarity for text similarity, and specific benchmarks for assessing toxicity (Detoxify), prompt stereotyping (cross-entropy loss), or factual knowledge (HELM, LAMA). Tom Coombs is a Principal Technical Account Manager at AWS, based in Switzerland.

Education 110

Education Engineering APIs Enterprise 110

Totango

OCTOBER 20, 2021

Customer journey optimization is a strategy for improving customer experiences by mapping out steps in customers’ interactions with your brand and implementing best practices to deliver satisfying outcomes at key touchpoints. Focus on intervening with renewals of accounts which are at risk of churn. Applying Automation Tools.

Journey mapping 99

Journey mapping Benchmark Best practices Accountability 99

aircall

MARCH 24, 2021

We’re going to walk you through some of the tools, as well as 10 best practices for improving your sales prospecting plan overall. We’ll help you get started writing a sales prospecting plan that takes this new customer journey into account with the five following steps: . 10 Sales Prospecting Plan Best Practices .

Best practices 62

Best practices Sales Scripts Outbound sales 62

AWS Machine Learning

AUGUST 7, 2024

Aligning with AWS multi-account best practices The solution outlined in this post spans across several accounts in a given AWS organization. In this post, we refer to the advanced analytics governance account as the AI/ML governance account. In this example, we build the pipeline to include two major steps.

Government 117

Government Benchmark Scripts Enterprise 117

Amity

MARCH 24, 2016

We benchmark ourselves against standards such as body mass index to determine where we should ideally be. If this approach - theoretically - works when dieting, why not use benchmarking with customers? We are talking about benchmarks on how they are currently doing and where they should ideally be.

Benchmark 48

Benchmark Journey mapping Metrics Best practices 48

ClearAction

JANUARY 20, 2018

What does “best practices” in Marketing Operations (MO) look like, and how do industry-leading companies operate and integrate this highly valuable function? A culture of accountability and alignment that fosters buy-in at all levels and rewards productive behaviors consistent with the desired vision. Key Findings.

Marketing 80

Marketing Best practices Benchmark Enterprise 80

AWS Machine Learning

JUNE 11, 2024

First, we had to experiment and benchmark in order to determine that Graviton3 was indeed the right solution for us. First, we started by benchmarking our workloads using the readily available Graviton Deep Learning Containers (DLCs) in a standalone environment. Technical Account Manager at AWS with 15 years of experience.

Engineering 112

Engineering Benchmark Accountability Best practices 112

AWS Machine Learning

MAY 10, 2023

We cover computer vision (CV), natural language processing (NLP), classification, and ranking scenarios for models and ml.c6g, ml.c7g, ml.c5, and ml.c6i SageMaker instances for benchmarking. You can use the sample notebook to run the benchmarks and reproduce the results. For more details, refer to the GitHub repo. He received his Ph.D.

Benchmark 100

Benchmark Best practices Engineering Scripts 100

Totango

DECEMBER 28, 2021

When your team is up-to-date on the latest best practices and technology tools and prepared to handle frequent support issues, your customer success strategy will be more effective and your customers will enjoy greater satisfaction, resulting in higher retention. Follow best practices to create an effective renewal strategy.

Best practices 102

Best practices Benchmark Education Surveys 102

CSM Practice

JUNE 22, 2020

In this blog read as Chad Horenfeldt, Director of Customer Success at Kustomer discusses in depth Quarterly Business Review (QBRs) Best practices and ways to drive more values for clients in a Customer Success perspective. We can use these as a benchmark data in showing the clients how they are performing against others.

Best practices 52

Best practices Benchmark Management Coaching 52

Comm100

SEPTEMBER 10, 2020

According to a benchmark report by SuperOffice, 62% of companies do not respond to customer service emails at all! To help you make the most of this channel, we have gathered these top best practices for effective email customer support, highlighting the most important concepts and explaining the key tools at your disposal.

Best practices 52

Best practices Customer Support Benchmark Metrics 52

Comm100

SEPTEMBER 10, 2020

According to a benchmark report by SuperOffice, 62% of companies do not respond to customer service emails at all! To help you make the most of this channel, we have gathered these top best practices for effective email customer support, highlighting the most important concepts and explaining the key tools at your disposal. .

Best practices 52

Best practices Customer Support Benchmark Metrics 52

AWS Machine Learning

MARCH 11, 2025

Prerequisites To run the example notebooks, you need an AWS account with an AWS Identity and Access Management (IAM) role with permissions to manage resources created. For details, refer to Create an AWS account. DeepSeek-R1-Distill-Llama-8B DeepSeek-R1-Distill-Llama-8B was benchmarked across ml.g5.2xlarge , ml.g5.12xlarge , ml.g6e.2xlarge

Metrics 74

Metrics Benchmark Enterprise Telecommunications 74

Call Design

JULY 6, 2021

A common grade of service is 70% in 20 seconds however service level goals should take into account corporate objectives, market position, caller captivity, customer perceptions of the company, benchmarking surveys and what your competitors are doing. First Contact Resolution. Net Promoter Score.

Metrics 148

Metrics Average Handle Time Schedule adherence Calibration 148

AWS Machine Learning

OCTOBER 5, 2023

We also go through best practices and optimization techniques during data preparation, model building, and model tuning. We are using the max F1 score at the threshold as a benchmark to determine positive vs. negative for that label instead of a common benchmark (a standard value like > 0.7) for all the labels.

Benchmark 122

Benchmark Best practices Metrics Government 122