AWS Machine Learning

AUGUST 31, 2023

The framework that gives systematic visibility into ML model development, validation, and usage is called ML governance. During AWS re:Invent 2022, AWS introduced new ML governance tools for Amazon SageMaker which simplifies access control and enhances transparency over your ML projects.

Government 127

Government Accountability Enterprise Best practices 127

Callminer

MARCH 7, 2017

The Consumer Financial Protection Bureau (CFPB) is an agency of the United States government set up after the financial crisis of 2008 in order to protect the rights of consumers in the financial services industry. CFPB Compliance Best Practices. Consumer Financial Protection Bureau Definition.

Best practices 140

Best practices Analytics Government Banking 140

Callminer

JULY 23, 2019

To empower call center leaders to improve agent feedback, we’ve rounded up 25 tips and best practices for delivering effective agent feedback. Check out some more information about agent performance from our vault here: Expert Tips & Best Practices for Effective Agent Feedback. Can they give customer discounts?

Best practices 140

Best practices Feedback Call Center Coaching 140

AWS Machine Learning

MARCH 14, 2024

RAG and agents are methods to connect these generative AI-powered applications to enterprise datasets, empowering them to give responses that account for organizational information and enable running actions based on requests. This improves efficiency and allows larger contexts to be used. This supports safer adoption.

Best practices 136

Best practices Engineering Chatbots Enterprise 136

AWS Machine Learning

NOVEMBER 13, 2024

You can now register machine learning (ML) models in Amazon SageMaker Model Registry with Amazon SageMaker Model Cards , making it straightforward to manage governance information for specific model versions directly in SageMaker Model Registry in just a few clicks.

Government 120

Government Engineering Metrics APIs 120

AWS Machine Learning

OCTOBER 2, 2024

This two-part series explores best practices for building generative AI applications using Amazon Bedrock Agents. It’s also a best practice to collect any extra information that would be shared with the agent in a production system. None What is the balance for the account 1234?

Best practices 103

Best practices APIs Metrics Accountability 103

ClearAction

MARCH 23, 2015

Customer Experience Governance: Do This, Not That. Governance doesn’t get much airtime in customer experience management conversations and writings. People are empowered and accountable to drive CX success. NOT THAT : Do not wait until something gets rolling for a while to start thinking about governance of it.

Government 86

Government Customer Experience Journey mapping Construction 86

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 136

Government Best practices Benchmark Metrics 136

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 131

Government APIs Enterprise Best practices 131

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 98

Accountability Best practices Scripts Engineering 98

AWS Machine Learning

APRIL 18, 2024

Amazon Bedrock empowers teams to generate Terraform and CloudFormation scripts that are custom fitted to organizational needs while seamlessly integrating compliance and security best practices. Traditionally, cloud engineers learning IaC would manually sift through documentation and best practices to write compliant IaC scripts.

Scripts 135

Scripts Best practices Engineering Accountability 135

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. For example, one team or account could be allowed to provision capacity for Amazon Titan Text, but not Anthropic models.

APIs 120

APIs Government Best practices Metrics 120

Hello Customer

APRIL 9, 2020

Processes need to be put in place so customers can enter stores safely , respecting the government regulations. Delhaize is a very good example of taking all of the above into account. At the same time, protective measures for employees should be put in place too.

Best practices 98

Best practices Customer Experience Feedback Morale 98

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 97

Accountability APIs Metrics Engineering 97

Callminer

MARCH 12, 2020

PCI-DSS stands for “Payment Card Industry Data Security Standards” and although it is not necessarily enforced at a governmental level in many jurisdictions, the PCI Security Standards Council holds companies accountable for failing to abide by established standards. The Six Goals of the PCI-DSS.

Call Center 182

Call Center Analytics Best practices Government 182

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 122

Enterprise APIs Government Accountability 122

Calltools

JULY 27, 2022

All contact centers should adhere to regulations that advocate data protection and ethical calling practices. Learn some best practices to maintain call compliance in your center below. . government. The post Best Practices to Maintain Call Compliance appeared first on CallTools. TCPA and DNC Compliance.

Best practices 52

Best practices Wireless Government Call Center 52

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. Who does GDPR apply to?

Best practices 136

Best practices APIs Accountability Personalization 136

AWS Machine Learning

FEBRUARY 9, 2024

IT teams are responsible for helping the LOB innovate with speed and agility while providing centralized governance and observability. A software as a service (SaaS) layer for foundation models can provide a simple and consistent interface for end-users, while maintaining centralized governance of access and consumption.

SaaS 144

SaaS APIs Government Accountability 144

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. Organization: structure, governance, roles, etc.

Best practices 62

Best practices Call Center Technology Analytics 62

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 128

APIs Government Enterprise Engineering 128

AWS Machine Learning

AUGUST 31, 2023

The framework that gives systematic visibility into ML model development, validation, and usage is called ML governance. During AWS re:Invent 2022, AWS introduced new ML governance tools for Amazon SageMaker which simplifies access control and enhances transparency over your ML projects.

Government 52

Government Accountability Enterprise Best practices 52

AWS Machine Learning

JULY 23, 2024

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. These policies allow to audit and mask sensitive data that appears in log events ingested by the log groups in your account.

Accountability 125

Accountability Government Chatbots Best practices 125

ConvergeOne

APRIL 12, 2022

However, the reason that so many AI projects fail is not due to the AI processes themselves, but rather the lack of strong data governance, collaboration, and problem definition. The wheels are like a data governance strategy that provides processes, security, accessibility, and accountability.

Government 105

Government Engineering Analytics Best practices 105

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 97

Government Best practices Metrics Enterprise 97

AWS Machine Learning

JULY 29, 2022

Create accountability on data providers from individual LoBs to share curated data assets that are discoverable, understandable, interoperable, and trustworthy. In this first post, we show the procedures of setting up a data mesh architecture with multiple AWS data producer and consumer accounts.

Government 102

Government Banking Analytics Accountability 102

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

AWS Machine Learning

OCTOBER 3, 2024

In this post, we describe how Aviva built a fully serverless MLOps platform based on the AWS Enterprise MLOps Framework and Amazon SageMaker to integrate DevOps best practices into the ML lifecycle. Developers can use the AWS Cloud Development Kit (AWS CDK) to customize the solution to align with the company’s specific account setup.

APIs 98

APIs Construction Engineering Accountability 98

AWS Machine Learning

APRIL 22, 2024

Organizations are facing ever-increasing requirements for sustainability goals alongside environmental, social, and governance (ESG) practices. Throughout this lifecycle, implementing AWS Well-Architected Framework best practices is recommended. A Gartner, Inc. Figure 7: The generative AI lifecycle 11.

Best practices 139

Best practices Benchmark Transportation Engineering 139

AWS Machine Learning

OCTOBER 17, 2024

Improved data governance and security – The shared EFS directory, being centrally managed by the AWS infrastructure admin, can provide improved data governance and security. Refer to Creating a trail for your AWS account for additional information. The CloudFormation resources are deployed in a virtual private cloud (VPC).

Government 124

Government Accountability APIs Engineering 124

pindrop

NOVEMBER 12, 2020

60% of fraud begins in or touches it and while you are aware of the media reported mega-breaches that have plagued companies and consumers both, have you considered your contact center’s place in the journey from data capture to fraudulent transaction and account takeover? Account Takeover Is The Goal. They start in your IVR.

Best practices 57

Best practices Contact Center Interactive Voice Response Engineering 57

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. Follow a Clear Plan on Governance and Decision making. Effective execution of an agile CS plan depends on following good governance and decision-making practices.

Government 100

Government Journey mapping Accountability Benchmark 100

AWS Machine Learning

MARCH 15, 2024

Policies and regulations like General Data Protection Regulation (GDPR), Health Insurance Portability and Accountability Act (HIPPA), and California Consumer Privacy Act (CCPA) put guardrails on sharing data from the medical domain, especially patient data.

Healthcare 133

Healthcare Government Best practices Engineering 133

Talkdesk

DECEMBER 4, 2015

Call recording can enable call center managers and agents to review the content of calls to analyze performance, determine best practices and identify any compliance issues. Rather, companies must consider a number of sources before putting call recording practices into place. The Federal Government of the United States.

Best practices 40

Best practices Call Center Government call center software 40

Totango

OCTOBER 25, 2023

” — Raymond Xie, Customer Success Operations Manager Building a team focused on excellence When we initially built our CS team, we focused primarily on digital services and our North American accounts. Our Global Governance team now supports the network of CSMs working in regions with a shared set of principles and best practices.

Customer Experience 110

Customer Experience Best practices Finance Enterprise 110

AWS Machine Learning

AUGUST 6, 2024

The company—which serves professionals in legal, tax, accounting, compliance, government, and media—expects that it will see even faster and more relevant AI results by fine-tuning Claude with their industry expertise. Leveraging these techniques can help practitioners achieve their desired outcomes more effectively.

Engineering 140

Engineering Construction Chatbots Entertainment 140

CX Journey

OCTOBER 28, 2014

Image courtesy of shenamt Do you have a governance structure in place for your customer experience efforts? A solid foundation for any customer experience management effort must include a governance structure. What is governance? According to BusinessDictionary.com , governance is the. Where does accountability lie?

Government 62

Government Accountability Customer centricity Coaching 62