AWS Machine Learning

JANUARY 29, 2025

However, even in a decentralized model, often LOBs must align with central governance controls and obtain approvals from the CCoE team for production deployment, adhering to global enterprise standards for areas such as access policies, model risk management, data privacy, and compliance posture, which can introduce governance complexities.

Enterprise 80

Enterprise Government Accountability Finance 80

AWS Machine Learning

MARCH 14, 2025

Traditional automation approaches require custom API integrations for each application, creating significant development overhead. Add the Amazon Bedrock Agents supported computer use action groups to your agent using CreateAgentActionGroup API. Prerequisites AWS Command Line Interface (CLI), follow instructions here.

APIs 126

APIs Engineering CRM Enterprise 126

AWS Machine Learning

DECEMBER 18, 2024

Many enterprise customers across various industries are looking to adopt Generative AI to drive innovation, user productivity, and enhance customer experience. Amazon Q Business understands natural language and allows users to receive immediate, permissions-aware responses from enterprise data sources with citations.

APIs 77

APIs Enterprise Accountability Government 77

AWS Machine Learning

MARCH 4, 2025

Building cloud infrastructure based on proven best practices promotes security, reliability and cost efficiency. We demonstrate how to harness the power of LLMs to build an intelligent, scalable system that analyzes architecture documents and generates insightful recommendations based on AWS Well-Architected best practices.

Best practices 100

Best practices Enterprise Engineering Strategic Value 100

AWS Machine Learning

JANUARY 22, 2025

Amazon Bedrock Flows offers an intuitive visual builder and a set of APIs to seamlessly link foundation models (FMs), Amazon Bedrock features, and AWS services to build and automate user-defined generative AI workflows at scale. Test the flow Youre now ready to test the flow through the Amazon Bedrock console or API.

APIs 121

APIs Transportation Best practices Enterprise 121

AWS Machine Learning

JANUARY 24, 2025

These steps might involve both the use of an LLM and external data sources and APIs. Agent plugin controller This component is responsible for the API integration to external data sources and APIs. The LLM agent is an orchestrator of a set of steps that might be necessary to complete the desired request.

APIs 100

APIs Scripts Best practices Management 100

AWS Machine Learning

AUGUST 2, 2024

GraphStorm is a low-code enterprise graph machine learning (GML) framework to build, train, and deploy graph ML solutions on complex enterprise-scale graphs in days instead of months. adds new APIs to customize GraphStorm pipelines: you now only need 12 lines of code to implement a custom node classification training loop.

APIs 111

APIs Benchmark Construction Enterprise 111

Cincom

FEBRUARY 14, 2025

This article outlines 10 CPQ best practices to help optimize your performance, eliminate inefficiencies, and maximize ROI. Use APIs and middleware to bridge gaps between CPQ and existing enterprise systems, ensuring smooth data flow. Conduct quarterly training refreshers to introduce new features and best practices.

Best practices 40

Best practices Sales CRM Finance 40

AWS Machine Learning

MARCH 14, 2024

When applying these approaches, we discuss key considerations around potential hallucination, integration with enterprise data, output quality, and cost. By the end, you will have solid guidelines and a helpful flow chart for determining the best method to develop your own FM-powered applications, grounded in real-life examples.

Best practices 125

Best practices Engineering Chatbots Enterprise 125

AWS Machine Learning

APRIL 3, 2025

Heres what some of our AMs had to say about their experience with the account plans draft assistant: The AI assistant saved me at least 15 hours on my latest enterprise account plan. Enterprise Account Manager As someone managing multiple mid-market accounts, I struggled to create in-depth plans for all my customers.

Accountability 75

Accountability Sales CRM APIs 75

AWS Machine Learning

NOVEMBER 19, 2024

The technical sessions covering generative AI are divided into six areas: First, we’ll spotlight Amazon Q , the generative AI-powered assistant transforming software development and enterprise data utilization. In this session, learn best practices for effectively adopting generative AI in your organization.

APIs 88

APIs Enterprise Best practices Government 88

AWS Machine Learning

AUGUST 22, 2024

Amazon Q Business is a conversational assistant powered by generative artificial intelligence (AI) that enhances workforce productivity by answering questions and completing tasks based on information in your enterprise systems, which each user is authorized to access.

Enterprise 122

Enterprise APIs Accountability Management 122

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.

Best practices 94

Best practices APIs Metrics Accountability 94

NobelBiz

APRIL 2, 2024

With the growing customer expectations, enterprises are under great pressure to deliver exceptional service. At the core of this modern transformation lie Enterprise Contact Center Solutions , sophisticated platforms designed to streamline communication, enhance productivity, and drive customer satisfaction.

contact center solutions 105

contact center solutions Enterprise Contact Center Interactive Voice Response 105

AWS Machine Learning

MARCH 27, 2025

Refer to Getting started with the API to set up your environment to make Amazon Bedrock requests through the AWS API. Test the code using the native inference API for Anthropics Claude The following code uses the native inference API to send a text message to Anthropics Claude. client = boto3.client("bedrock-runtime",

Education 88

Education Engineering APIs Enterprise 88

AWS Machine Learning

JANUARY 24, 2024

Building proofs of concept is relatively straightforward because cutting-edge foundation models are available from specialized providers through a simple API call. Additionally, enterprises must ensure data security when handling proprietary and sensitive data, such as personal data or intellectual property. Who has access to the data?

Enterprise 139

Enterprise APIs Advertising Technology 139

AWS Machine Learning

MARCH 6, 2023

In this post, we dive into tips and best practices for successful LLM training on Amazon SageMaker Training. The post covers all the phases of an LLM training workload and describes associated infrastructure features and best practices. Some of the best practices in this post refer specifically to ml.p4d.24xlarge

Best practices 93

Best practices APIs Transportation Scripts 93

AWS Machine Learning

JANUARY 27, 2025

Solution overview To get started with Nova Canvas and Nova Reel, you can either use the Image/Video Playground on the Amazon Bedrock console or access the models through APIs. When writing a video generation prompt for Nova Reel, be mindful of the following requirements and best practices: Prompts must be no longer than 512 characters.

Engineering 91

Engineering Best practices Entertainment APIs 91

AWS Machine Learning

JUNE 30, 2022

In this post, we will continue to build on top of the previous solution to demonstrate how to build a private API Gateway via Amazon API Gateway as a proxy interface to generate and access Amazon SageMaker presigned URLs. The user invokes createStudioPresignedUrl API on API Gateway along with a token in the header.

APIs 92

APIs Enterprise Big data Accountability 92

AWS Machine Learning

FEBRUARY 12, 2025

Amazon Bedrock , a fully managed service offering high-performing foundation models from leading AI companies through a single API, has recently introduced two significant evaluation capabilities: LLM-as-a-judge under Amazon Bedrock Model Evaluation and RAG evaluation for Amazon Bedrock Knowledge Bases. keys()) & set(metrics2.keys())

Metrics 88

Metrics Engineering APIs Benchmark 88

AWS Machine Learning

OCTOBER 2, 2024

Large enterprises are building strategies to harness the power of generative AI across their organizations. Because this is an emerging area, best practices, practical guidance, and design patterns are difficult to find in an easily consumable basis. What’s different about operating generative AI workloads and solutions?

Government 115

Government APIs Enterprise Best practices 115

AWS Machine Learning

NOVEMBER 1, 2024

The capabilities in Amazon Bedrock for fine-tuning LLMs offer substantial benefits for enterprises. In this post, we explore the best practices and lessons learned for fine-tuning Anthropic’s Claude 3 Haiku on Amazon Bedrock. However, achieving optimal performance with fine-tuning requires effort and adherence to best practices.

Best practices 91

Best practices APIs Finance Metrics 91

AWS Machine Learning

FEBRUARY 28, 2025

Amazon Q Business is a fully managed, generative AIpowered assistant that empowers enterprises to unlock the full potential of their data and organizational knowledge. Smartsheet, the AI-enhanced enterprise-grade work management platform, helps users manage projects, programs, and processes at scale. A Smartsheet access token.

APIs 64

APIs Enterprise Accountability Management 64

AWS Machine Learning

NOVEMBER 14, 2024

Customers can use the SageMaker Studio UI or APIs to specify the SageMaker Model Registry model to be shared and grant access to specific AWS accounts or to everyone in the organization. It also helps achieve data, project, and team isolation while supporting software development lifecycle best practices.

Government 89

Government Management APIs Accountability 89

AWS Machine Learning

OCTOBER 30, 2023

It allows developers to build and scale generative AI applications using FMs through an API, without managing infrastructure. You can choose from various FMs from Amazon and leading AI startups such as AI21 Labs, Anthropic, Cohere, and Stability AI to find the model that’s best suited for your use case.

APIs 139

APIs Big data Accountability Enterprise 139

AWS Machine Learning

FEBRUARY 25, 2025

To build a generative AI -based conversational application integrated with relevant data sources, an enterprise needs to invest time, money, and people. Alation is a data intelligence company serving more than 600 global enterprises, including 40% of the Fortune 100. This blog post is co-written with Gene Arnold from Alation.

Enterprise 85

Enterprise Engineering APIs Accountability 85

AWS Machine Learning

APRIL 23, 2024

As successful proof-of-concepts transition into production, organizations are increasingly in need of enterprise scalable solutions. The AWS Well-Architected Framework provides best practices and guidelines for designing and operating reliable, secure, efficient, and cost-effective systems in the cloud.

APIs 123

APIs Enterprise Scripts Accountability 123

Totango

MAY 20, 2020

Earlier this year we launched the SuccessBLOC marketplace to make finding best practices and templates easier. Stream Account & User Tag Information Using Customer Data Hub API. Now, tag information can be easily streamed to Totango via Customer Data Hub API. Save your spot . Have a wonderful safe week, Ravit .

APIs 62

APIs Best practices CRM Accountability 62

AWS Machine Learning

FEBRUARY 9, 2024

Enterprises are seeking to quickly unlock the potential of generative AI by providing access to foundation models (FMs) to different lines of business (LOBs). API gateways can provide loose coupling between model consumers and the model endpoint service, and flexibility to adapt to changing model, architectures, and invocation methods.

SaaS 140

SaaS APIs Government Accountability 140

AWS Machine Learning

MARCH 18, 2025

Firstly, LLMs dont have access to enterprise databases, and the models need to be customized to understand the specific database of an enterprise. The limitation of LLMs in understanding enterprise datasets and human context can be addressed using Retrieval Augmented Generation (RAG).

Enterprise 79

Enterprise Chatbots Engineering Metrics 79

AWS Machine Learning

SEPTEMBER 28, 2023

In this post, we propose Generative AI Gateway as platform for an enterprise to allow secure access to FMs for rapid innovation. For traditional APIs (such as REST or gRPC), API Gateway has established itself as a design pattern that enables enterprises to standardize and control how APIs are externalized and consumed.

APIs 115

APIs Government Enterprise Engineering 115

AWS Machine Learning

JULY 30, 2024

Amazon Q Business is a fully managed, permission aware generative artificial intelligence (AI)-powered assistant built with enterprise grade security and privacy features. Amazon Q Business can be configured to answer questions, provide summaries, generate content, and securely complete tasks based on your enterprise data.

APIs 118

APIs Enterprise Accountability Management 118

AWS Machine Learning

MAY 31, 2024

Amazon Bedrock is a fully managed service that makes foundational models (FMs) from leading artificial intelligence (AI) companies and Amazon available through an API, so you can choose from a wide range of FMs to find the model that’s best suited for your use case. Who does GDPR apply to?

Best practices 126

Best practices APIs Accountability Personalization 126

AWS Machine Learning

JULY 17, 2024

This post shows how to use AWS generative artificial intelligence (AI) services , like Amazon Q Business , with AWS Support cases, AWS Trusted Advisor , and AWS Health data to derive actionable insights based on common patterns, issues, and resolutions while using the AWS recommendations and best practices enabled by support data.

Scripts 113

Scripts APIs Enterprise Accountability 113

Cisco - Contact Center

JANUARY 10, 2023

Cloverhound is skilled in delivering solutions with the best of innovation and simplicity. Accelerated Digital Transformation Framework. Fundamentally, does your organization have the digital-ready foundation in place to accomplish business goals?

Banking 133

Banking Enterprise Contact Center APIs 133

AWS Machine Learning

MARCH 15, 2023

The best practice for migration is to refactor these legacy codes using the Amazon SageMaker API or the SageMaker Python SDK. Step Functions is a serverless workflow service that can control SageMaker APIs directly through the use of the Amazon States Language.

Scripts 136

Scripts APIs Engineering Construction 136

AWS Machine Learning

FEBRUARY 8, 2024

Generative AI agents are a versatile and powerful tool for large enterprises. At the forefront of this evolution sits Amazon Bedrock , a fully managed service that makes high-performing foundation models (FMs) from Amazon and other leading AI companies available through an API.

APIs 136

APIs Scripts Enterprise Management 136