AWS Machine Learning

JANUARY 10, 2024

The solution uses AWS Lambda , Amazon API Gateway , Amazon EventBridge , and SageMaker to automate the workflow with human approval intervention in the middle. The approver approves the model by following the link in the email to an API Gateway endpoint. API Gateway invokes a Lambda function to initiate model updates.

APIs 97

APIs Construction Engineering Analytics 97

AWS Machine Learning

FEBRUARY 29, 2024

The Retrieve and RetrieveAndGenerate APIs allow your applications to directly query the index using a unified and standard syntax without having to learn separate APIs for each different vector database, reducing the need to write custom index queries against your vector store.

APIs 111

APIs Healthcare Scripts Enterprise 111

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 108

Management APIs Engineering Government 108

NobelBiz

APRIL 9, 2024

In this comprehensive article, we delve into the details of call center compliance , exploring its significance, the laws and regulations governing it, common mistakes to avoid, and best practices for ensuring adherence. Seamlessly integrate proprietary or third-party CRM applications with our extensive APIs and data dictionary libraries.

Call Center 105

Call Center Telemarketing Healthcare Government 105

AWS Machine Learning

FEBRUARY 13, 2024

SageMaker Feature Store now allows granular sharing of features across accounts via AWS RAM, enabling collaborative model development with governance. This provides an audit trail required for governance and compliance. Additionally, the cross-account capability enhances data governance and security.

Accountability 103

Accountability Government Engineering Scripts 103

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 87

Healthcare Government Engineering APIs 87

AWS Machine Learning

APRIL 17, 2023

To update the event label call the update_event_label API: import boto3 def update_event_label(event, context): fraudDetector = boto3.client('frauddetector') To update the event label call the update_event_label API: import boto3 def update_event_label(event, context): fraudDetector = boto3.client('frauddetector')

APIs 71

APIs Government Metrics Engineering 71

AWS Machine Learning

JULY 29, 2022

This is mainly targeting the data steward persona, who is responsible for streamlining and standardizing the process of sharing data between data producers and consumers and ensuring compliance with data governance rules. Allow the consumer banking LoB to share data products into the central governance layer.

Government 77

Government Banking Analytics Accountability 77

AWS Machine Learning

SEPTEMBER 27, 2022

Amazon Textract now has higher service quotas for several asynchronous and synchronous APIs in multiple major AWS Regions. The following table summarizes the before and after default quota numbers for each of these Regions for the respective synchronous and asynchronous APIs. Increased default service quotas for Amazon Textract.

Self service 71

Self service APIs Management Accountability 71

AWS Machine Learning

JULY 18, 2022

In a previous post , we described a typical identity verification workflow and showed you how to build an identity verification solution using various Amazon Rekognition APIs. Applications invoke Amazon API Gateway to route requests to the correct AWS Lambda function depending on the user flow. Amazon S3 stores all the face images.

APIs 71

APIs Real estate Accountability Enterprise 71

AWS Machine Learning

NOVEMBER 30, 2022

Governance – Processes to define, implement and enforce responsible AI practices within an organization. They are part of a comprehensive development process we undertake to build our services in a responsible way that addresses fairness and bias, explainability, robustness, governance, transparency, privacy, and security.

Government 72

Government Best practices APIs Technology 72

AWS Machine Learning

JANUARY 26, 2024

Consider your security posture, governance, and operational excellence when assessing overall readiness to develop generative AI with LLMs and your organizational resiliency to any potential impacts. AWS is architected to be the most secure global cloud infrastructure on which to build, migrate, and manage applications and workloads.

Best practices 121

Best practices Government Engineering Accountability 121

AWS Machine Learning

APRIL 8, 2024

It provides tools that offer data connectors to ingest your existing data with various sources and formats (PDFs, docs, APIs, SQL, and more). As we demonstrate in this post, LlamaIndex APIs make data access effortless and enables you to create powerful custom LLM applications and workflows. Choose Deploy again to create the endpoint.

APIs 98

APIs Engineering Accountability Construction 98

AWS Machine Learning

SEPTEMBER 29, 2022

Without proper cost management and governance, your ML spend may lead to surprises in your monthly AWS bill. We cover these in more detail in this post and provide some solutions on how to apply governance control to ensure good tagging hygiene. To tag existing domains and users, use the add-tags API.

Enterprise 71

Enterprise APIs Government Accountability 71

AWS Machine Learning

MARCH 23, 2023

Applications and services can call the deployed endpoint directly or through a deployed serverless Amazon API Gateway architecture. To learn more about real-time endpoint architectural best practices, refer to Creating a machine learning-powered REST API with Amazon API Gateway mapping templates and Amazon SageMaker.

Scripts 94

Scripts APIs Government Analytics 94

AWS Machine Learning

OCTOBER 10, 2022

To begin performing real-time predictions, you integrate Amazon Fraud Detector’s low-latency prediction API into your application and begin sending new mobile events to generate fraud predictions. This result is sent back to your mobile app via API Gateway. Collects the risk profile from the GD API.

APIs 69

APIs Accountability Metrics Government 69

Spearline

DECEMBER 7, 2021

US government agencies covered other modes. The blocks support integration into a business’s core applications through APIs. Once upon a time, the major modes of communication were generally bundled into a state institution. The “PTT” generally provided postal, telegraph, and telephone services.

voip 98

voip Contact Center APIs Government 98

AWS Machine Learning

JUNE 15, 2022

At a high level, Mantium delivers: State-of-the-art AI – Experiment and develop with an extensive selection of open-source and private large language models with a simple UI or API. Safety and regulation – Ensure safety and compliance with governance policies and support for human-in-the-loop processes.

APIs 74

APIs Engineering Government Enterprise 74

AWS Machine Learning

NOVEMBER 17, 2022

Yara has built APIs using Amazon API Gateway to expose the sensor data to applications such as ELC. SageMaker Model Monitor APIs offer data and model quality monitoring. The ELC application provides plant operators predictions on demand, therefore the models are accessed via API calls made from the ELC backend.

APIs 92

APIs Accountability Metrics Engineering 92

CSM Magazine

DECEMBER 13, 2022

JT, a government-owned full service global communications provider headquartered in the Channel Islands, selected Encoded as a single supplier of payment solutions to migrate from its existing legacy payment systems. For more information, visit www.encoded.co.uk.

Customer Experience 52

Customer Experience Finance Government Interactive Voice Response 52

AWS Machine Learning

APRIL 11, 2023

These customers verify user identity by matching the user’s face in a selfie captured by a device camera with a government-issued identity card photo or preestablished profile photo. Amazon Rekognition Face Liveness cloud APIs are available in the US East (N.

APIs 77

APIs Accountability Government Healthcare 77

ShepHyken

DECEMBER 13, 2019

Who will be responsible if government regulations are violated? Consider the number of critical APIs that are embedded. Double the APIs – quadruple your problems! “Find a way to quantify and qualify how well it really works.”. Potential risks and liabilities. What will happen if unforeseen costs are encountered?

APIs 254

APIs Enterprise Government Customer Experience 254

NobelBiz

FEBRUARY 14, 2023

API integration: API (Application Programming Interface) integration allows different systems to share data in real time. Data Governance and quality: It is primordial to ensure that the data collected is in-par with the quality processes in place. To guarantee that the integrated data is accurate and reliable.

Contact Center 52

Contact Center CRM Journey mapping Government 52

CSM Magazine

NOVEMBER 29, 2023

Compliance: Ensuring compliance with government regulations is crucial in payroll management. This typically involves connecting your selected accounting software to the generator using designated APIs or other integration options.

Accountability 52

Accountability Self service APIs Government 52

CSM Magazine

MAY 1, 2020

The letter references lots of jargon (APR, APY) and seems legalistic. Sun Life, Boeing, and the Australian Government use VisibleThread to score written content for complexity and consistency. A bank sends out information on loan restructuring. The customer is busy with deadlines, school drop-offs, meetings and more. VisibleThread.

Banking 104

Banking APIs Government Technology 104

AWS Machine Learning

APRIL 11, 2023

These customers need to balance governance, security, and compliance against the need for machine learning (ML) teams to quickly access their data science environments in a secure manner. We also introduce a logical construct of a shared services account that plays a key role in governance, administration, and orchestration.

APIs 70

APIs Accountability Scripts Enterprise 70

AWS Machine Learning

OCTOBER 27, 2022

With environmental, social, and governance (ESG) initiatives becoming more important for companies, our customer, one of Greater China region’s top convenience store chains, has been seeking a solution to reduce food waste (currently over $3.5 We use the AutoPredictor API, which is also accessible through the Forecast console.

APIs 97

APIs Best practices Metrics Government 97

Maru Group

MARCH 23, 2021

Maru makes these issues a priority by a unique proactive approach based on the themes of Govern, Protect , Detect and Respond. All access to data is governed by APIs and self-contained applications that are part of the Ecosystem, each application can only access the portions of data that they have the right to see and use.

Government 52

Government Enterprise APIs Consulting 52

Comm100

DECEMBER 12, 2023

On top of this, Comm100 Omnichannel offers out-of-the-box integrations to your core systems, combined with a highly flexible API. Comm100 is a global provider of omnichannel communication software for education, government and commercial organizations of all sizes. This reduces escalation and increases support capacity.

Customer Service 78

Customer Service Chatbots APIs Government 78

AWS Machine Learning

NOVEMBER 2, 2022

Intelligent document processing (IDP) has seen widespread adoption across enterprise and government organizations. TextractAsync is an IDP CDK construct that abstracts the invocation of the Amazon Textract Async API, handling Amazon Simple Notification Service (Amazon SNS) messages and workflow processing. billion in 2022.

Construction 72

Construction APIs Government Enterprise 72

Talkdesk

DECEMBER 23, 2020

The mobilization of bankers to administer these government-backed programs is a brilliant example of dozens, hundreds, sometimes thousands of bank employees banding together to tackle an incredible challenge. The old saying goes, “Fool me once shame on you. Fool me twice, shame on me.”

Banking 126

Banking Real estate Government Contact Center 126

AWS Machine Learning

JULY 19, 2022

Governments in many countries are providing incentives and subsidies to households to install solar panels as part of small-scale renewable energy schemes. To test the model output, we use a Jupyter notebook to run Python code to detect custom labels in a supplied image by calling Amazon Rekognition APIs. Fine-tune the trained model.

APIs 70

APIs Metrics Enterprise Government 70

Smooch

APRIL 11, 2019

This will allow users to message each other across the three apps and presumably make life easier for businesses once WhatsApp’s Business API becomes generally available and Instagram introduces its own enterprise solution.

APIs 61

APIs Government Enterprise Marketing 61

Xaqt

JULY 20, 2020

Built on the Twilio's Programmable Voice and Messaging APIs, Twilio Flex provides full control over most aspects of your contact center. Collaboration features for Work at Home teams Role based views and data governance. Twilio Flex is a robust and flexible cloud-based call center platform. Personal Insights and Dashboards Alerting.

APIs 52

APIs Contact Center Call Center Government 52

AWS Machine Learning

JANUARY 9, 2024

The use of the Llama model is governed by the Meta license. The InvokeEndpointWithResponseStream API of SageMaker allows developers to stream responses back from SageMaker models, which can help improve customer satisfaction by reducing the perceived latency. The Llama 2 models available via Hugging Face are gated models.

APIs 103

APIs Engineering Accountability Gamification 103

AWS Machine Learning

FEBRUARY 24, 2023

In recent years, advances in computer vision have enabled researchers, first responders, and governments to tackle the challenging problem of processing global satellite imagery to understand our planet and our impact on it. OpenSearch Dashboard also enables users to search and run analytics with this dataset.

APIs 85

APIs Benchmark Government Analytics 85

NobelBiz

APRIL 23, 2024

this is governed by the Fair Debt Collection Practices Act (FDCPA), which sets guidelines on how collectors can conduct themselves, the times and methods by which they can contact debtors, and the actions they are prohibited from taking. In the U.S.,

Customer centricity 52

Customer centricity Contact Center Technology Telemarketing 52