AWS Machine Learning

OCTOBER 2, 2024

However, scaling up generative AI and making adoption easier for different lines of businesses (LOBs) comes with challenges around making sure data privacy and security, legal, compliance, and operational complexities are governed on an organizational level. In this post, we discuss how to address these challenges holistically.

Government 114

Government APIs Enterprise Best practices 114

AWS Machine Learning

OCTOBER 5, 2022

So much exposure naturally brings added risks like account takeover (ATO). Each year, bad actors compromise billions of accounts through stolen credentials, phishing, social engineering, and multiple forms of ATO. To put it into perspective: account takeover fraud increased by 90% to an estimated $11.4 Overview of solution.

Accountability 79

Accountability APIs Metrics Engineering 79

Contact Center Pipeline

MARCH 28, 2017

“We want to make people more accountable.” As a concept, accountability has enormous appeal. It is discussed in relation to government, education, non-profits and every corner of the business sector. An increase in accountability, done properly, is welcomed by executives, management and engaged staff at […].

Accountability 100

Accountability Contact Center Government Education 100

AWS Machine Learning

NOVEMBER 15, 2024

For now, we consider eight key dimensions of responsible AI: Fairness, explainability, privacy and security, safety, controllability, veracity and robustness, governance, and transparency. Regular evaluations allow you to adjust and steer the AI’s behavior based on feedback and performance metrics.

APIs 95

APIs Government Best practices Metrics 95

inmoment

JUNE 8, 2020

Whether companies are new to the CX world or looking to brush up their brand, it never hurts to (re)visit the building blocks of effective CX governance. A well-governed CX program can help brands achieve transformational success, a better bottom line, and an improved experience for their customers. Accountability. Visibility.

Government 52

Government Construction Accountability Metrics 52

ClearAction

OCTOBER 12, 2022

5 Best Experience Management Metrics Lynn Hunsaker. Why are experience management metrics the #1 challenge year after year? This means current experience management metrics are insufficient! Understand how experience management metrics build upon one another, to see where you should focus. So, what’s the solution?

Metrics 62

Metrics Management Sales Surveys 62

AWS Machine Learning

NOVEMBER 16, 2022

When designing production CI/CD pipelines, AWS recommends leveraging multiple accounts to isolate resources, contain security threats and simplify billing-and data science pipelines are no different. Some things to note in the preceding architecture: Accounts follow a principle of least privilege to follow security best practices.

Accountability 88

Accountability Best practices Scripts Engineering 88

AWS Machine Learning

NOVEMBER 7, 2024

We also dive deeper into access patterns, governance, responsible AI, observability, and common solution designs like Retrieval Augmented Generation. In this second part, we expand the solution and show to further accelerate innovation by centralizing common Generative AI components.

Enterprise 108

Enterprise APIs Government Accountability 108

AWS Machine Learning

MAY 9, 2024

Organizations across industries face numerous challenges implementing generative AI across their organization, such as lack of clear business case, scaling beyond proof of concept, lack of governance, and availability of the right talent. What is an AI/ML CoE?

Government 125

Government Best practices Benchmark Metrics 125

CustomerSuccessBox

JUNE 12, 2021

Although these two key roles sound similar, some strict lines differentiate between an Account Manager (AM) and a Customer Success Manager (CSM). Who is an Account Manager? An account manager is, usually, the single point of contact between the company and the customer. Account management vs Customer Success (CS).

Accountability 52

Accountability Management SaaS Upselling 52

AWS Machine Learning

DECEMBER 5, 2022

Whether it’s registering at a website, transacting online, or simply logging in to your bank account, organizations are actively trying to reduce the friction their customers experience while at the same time enhance their security, compliance, and fraud prevention measures. There are several of ways to calculate these two metrics.

Metrics 74

Metrics Best practices Banking APIs 74

CX Accelerator

APRIL 1, 2020

Accountability. Whenever focus shifts to financial metrics, CX professionals at every level can fall into heightened levels of expectation. When we start to chase metrics, there can be a temptation to influence those metrics by any means possible. What’s driving this paradoxical shift?

Metrics 228

Metrics Morale Benchmark Government 228

AWS Machine Learning

JULY 19, 2023

They provide a factsheet of the model that is important for model governance. However, when solving a business problem through a machine learning (ML) model, as customers iterate on the problem, they create multiple versions of the model and they need to operationalize and govern multiple model versions.

Government 86

Government Best practices Metrics Enterprise 86

AWS Machine Learning

JULY 23, 2024

One risk many organizations face is the inadvertent exposure of sensitive data through logs, voice chat transcripts, and metrics. For example, you may have the following data types: Name Address Phone number Email address Account number Email address and physical mailing address are often considered a medium classification level.

Accountability 107

Accountability Government Chatbots Best practices 107

BlueOcean

OCTOBER 17, 2023

The report urged stakeholders to consider environmental, social, and governance factors in their financial processes and investments. Today, despite their being no uniform standards defining ESG, there are many laws and regulations that govern how companies must conduct their business. It is a worthy cause.

Government 71

Government outsourcing Automotive Customer Care 71

CX Accelerator

APRIL 1, 2020

Accountability. Whenever focus shifts to financial metrics, CX professionals at every level can fall into heightened levels of expectation. When we start to chase metrics, there can be a temptation to influence those metrics by any means possible. What’s driving this paradoxical shift?

Metrics 182

Metrics Morale Benchmark Government 182

AWS Machine Learning

JUNE 25, 2024

A new automatic dashboard for Amazon Bedrock was added to provide insights into key metrics for Amazon Bedrock models. From here you can gain centralized visibility and insights to key metrics such as latency and invocation metrics. Optionally, you can select a specific model to isolate the metrics to one model.

Metrics 116

Metrics APIs Government Big data 116

AWS Machine Learning

OCTOBER 2, 2024

User Query Session Attributes Session prompt Attributes Expected Response API, Knowledge Bases and Guardrails invoked What is my account balance? None None Could you please provide the number of the account that you would like to check the balance for? None What is the balance for the account 1234?

Best practices 94

Best practices APIs Metrics Accountability 94

AWS Machine Learning

SEPTEMBER 11, 2024

To reduce the time and energy required to tune a model, SageMaker automatic model tuning (AMT) runs multiple training jobs on a given dataset; it then uses the results to converge on a set of hyperparameter values to create the best performing model for a given metric.

Metrics 97

Metrics Best practices Enterprise Accountability 97

AWS Machine Learning

MAY 10, 2023

Now with the integration with the model registry, you can store all model artifacts, including metadata and performance metrics baselines, to a central repository and plug them into your existing model deployment CI/CD processes. Build ML models and analyze their performance metrics.

Government 81

Government Metrics Engineering Accountability 81

BlueOcean

APRIL 24, 2024

Though there are many official guidelines and metrics that can help you assess your outsourcer’s ESG efforts , the first step is simply to start asking questions. Governance Structure Any customer-facing entity should understand the critical importance of transparency and trust. Here are a few governance-focused ESG RFP questions.

Contact Center 71

Contact Center outsourcing Government Customer Care 71

AWS Machine Learning

AUGUST 10, 2023

As recommended by AWS as a best practice , customers have used separate accounts to simplify policy management for users and isolate resources by workloads and account. SageMaker services, such as Processing, Training, and Hosting, collect metrics and logs from the running instances and push them to users’ Amazon CloudWatch accounts.

Scripts 84

Scripts Accountability Metrics APIs 84

AWS Machine Learning

SEPTEMBER 28, 2023

Regulated and compliance-oriented industries, such as financial services, healthcare and life sciences, and government institutes, face unique challenges in ensuring the secure and responsible consumption of these models. In addition, API Registries enabled centralized governance, control, and discoverability of APIs.

APIs 117

APIs Government Enterprise Engineering 117

Totango

DECEMBER 1, 2021

Follow a clear plan on governance and decision making. This provides transparency and accountability and empowers a data-driven approach to customer success. This should reference your KPI metrics and lay out a path to achieve each. Follow a Clear Plan on Governance and Decision making. Define how to measure success.

Government 100

Government Journey mapping Accountability Benchmark 100

HGS

MARCH 18, 2015

Directly Connect the Priorities to Business Metrics Not all metrics matter. The BPO industry has become so technical and advanced that metrics are multiplying rapidly. Over time, contact centers can get bogged down by the magnitude of efficiency and quality metrics. HGS Operational Governance Model Engagement Matrix.

Contact Center 100

Contact Center Government Calibration Business Process Outsourcing 100

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 110

Metrics Transportation industry standards Analytics 110

BlueOcean

APRIL 24, 2024

Though there are many official guidelines and metrics that can help you assess your outsourcer’s ESG efforts , the first step is simply to start asking questions. Governance Structure Any customer-facing entity should understand the critical importance of transparency and trust. Here are a few governance-focused ESG RFP questions.

Contact Center 62

Contact Center outsourcing Government Customer Care 62

Nicereply

SEPTEMBER 12, 2024

The 80/20 rule or Pareto principle estimates that 20 percent of inputs account for 80 percent of outputs. 20 percent of our efforts spent on tasks account for 80 percent of our productivity. 20 percent of sales account for 80 percent of inventory usage. One approach to tackling this issue is data governance.

Government 52

Government Education Accountability Sales 52

CSM Magazine

SEPTEMBER 19, 2024

Consumers, investors, and even governments are looking more closely at how companies manage their environmental impact. Environmental, social, and governance (ESG) criteria are becoming central to investment decisions, and businesses that demonstrate a commitment to sustainability often find it easier to attract funding.

Education 52

Education Government Transportation Employee engagement 52

AWS Machine Learning

NOVEMBER 17, 2022

Their production segment is therefore an integral building block for delivering on their mission—with a clearly stated ambition to become world-leading on metrics such as safety, environmental footprint, quality, and production costs. Extendibility – It can deploy to new Regions and accounts. Overview of solution.

APIs 96

APIs Accountability Metrics Engineering 96

AWS Machine Learning

NOVEMBER 16, 2023

With SageMaker MLOps tools, teams can easily train, test, troubleshoot, deploy, and govern ML models at scale to boost productivity of data scientists and ML engineers while maintaining model performance in production. Regulations in the healthcare industry call for especially rigorous data governance.

Healthcare 108

Healthcare Government Engineering APIs 108

AWS Machine Learning

JANUARY 5, 2024

MLOps – Model monitoring and ongoing governance wasn’t tightly integrated and automated with the ML models. Reusability – Without reusable MLOps frameworks, each model must be developed and governed separately, which adds to the overall effort and delays model operationalization.

Management 128

Management APIs Engineering Government 128

AWS Machine Learning

OCTOBER 5, 2023

Artificial intelligence (AI) and machine learning (ML) have seen widespread adoption across enterprise and government organizations. We go through several steps, including data preparation, model creation, model performance metric analysis, and optimizing inference based on our analysis.

Benchmark 117

Benchmark Best practices Metrics Government 117

AWS Machine Learning

SEPTEMBER 14, 2023

Governance and policy enforcement – Setting up document categorization rules helps to ensure that documents are classified correctly according to an organization’s policies and governance standards. We will introduce a custom classifier training pipeline that can be deployed in your AWS account with few clicks. Choose Submit.

APIs 116

APIs Government Accountability Engineering 116

AWS Machine Learning

FEBRUARY 29, 2024

Model governance – The Amazon SageMaker Model Registry integration allows for tracking model versions, and therefore promoting them to production with confidence. Each modeling unit is a sequence of up to six steps for training an ML model: process, train, create model, transform, metrics, and register model. The model_unit.py

Scripts 112

Scripts Engineering Metrics Best practices 112

AWS Machine Learning

OCTOBER 8, 2024

Additionally, SageMaker integrates with TensorBoard, enabling real-time monitoring and visualization of training metrics and providing valuable insights into the pre-training process. Prerequisites Before you begin, make sure you have the following requirements in place: An AWS account.

Accountability 69

Accountability Engineering Metrics Government 69

AWS Machine Learning

MAY 31, 2024

Because Knowledge Bases for Amazon Bedrock is a fully managed RAG solution, no customer data is stored within the Amazon Bedrock service account permanently, and request details without prompts or responses are logged in Amazon CloudTrail. Model providers can’t access customer data in the deployment account.

Best practices 126

Best practices APIs Accountability Personalization 126