AWS Machine Learning - AI

APRIL 9, 2025

For example, consider a text summarization AI assistant intended for academic research and literature review. For instance, consider an AI-driven legal document analysis system designed for businesses of varying sizes, offering two primary subscription tiers: Basic and Pro. This is illustrated in the following figure.

Artificial Inteligence 128

Artificial Inteligence Generative AI AWS Applications 128

AWS Machine Learning - AI

APRIL 10, 2025

In this post, we seek to address this growing need by offering clear, actionable guidelines and best practices on when to use each approach, helping you make informed decisions that align with your unique requirements and objectives. On the Review and create page, review the settings and choose Create Knowledge Base.

Case Study 122

Case Study Artificial Inteligence Study Generative AI 122

Xebia

AUGUST 3, 2021

Should the team not be able to make all of these architectural decisions by themselves? Gone are the days of making well-thought documents who are reviewed and tested by colleagues in the organization. Organizing architecture guided by two perspectives. First-of-all, architectural scopes are not to be seen as static elements.

Architecture 130

Architecture Organization Technical Review Software Review 130

Xebia

JUNE 3, 2021

Talking about the added value of applying Agile Architecture in your organization, we see fewer and fewer “IT architects” in organizations. Do we need Agile Architects or do we need to do Agile Architecture? In fact, nowadays, Architecture has shifted from a job title to a role. Is that because we do not need Architects anymore?

Architecture 130

Architecture Agile Organization Technical Review 130

Xebia

SEPTEMBER 14, 2021

Should the team not be able to make all of these architectural decisions by themselves? Gone are the days of making well-thought documents who are reviewed and tested by colleagues in the organization. Organizing architecture guided by two perspectives. First-of-all, architectural scopes are not to be seen as static elements.

Architecture 130

Architecture Organization Technical Review Software Review 130

AWS Machine Learning - AI

NOVEMBER 15, 2024

Amazon Q Business is a generative AI-powered assistant that can answer questions, provide summaries, generate content, and securely complete tasks based on data and information in your enterprise systems. This allowed fine-tuned management of user access to content and systems.

Generative AI 113

Generative AI AWS Groups Artificial Inteligence 113

Palo Alto Networks

OCTOBER 22, 2024

According to the Unit 42 Cloud Threat Report : The rate of cloud migration shows no sign of slowing down—from $370 billion in 2021, with predictions to reach $830 billion in 2025—with many cloud-native applications and architectures already having had time to mature. Q explains: That's the user of the cloud…that's your responsibility.

Cloud 105

Cloud Artificial Inteligence Software Review Systems Review 105

AWS Machine Learning - AI

APRIL 29, 2025

In the era of generative AI , new large language models (LLMs) are continually emerging, each with unique capabilities, architectures, and optimizations. In this post, we present an LLM migration paradigm and architecture, including a continuous process of model evaluation, prompt generation using Amazon Bedrock, and data-aware optimization.

Artificial Inteligence 84

Artificial Inteligence Performance Data Generative AI 84

Tenable

NOVEMBER 29, 2024

1 - Best practices for secure AI system deployment Looking for tips on how to roll out AI systems securely and responsibly? The guide “ Deploying AI Systems Securely ” has concrete recommendations for organizations setting up and operating AI systems on-premises or in private cloud environments. and the U.S. and the U.S.

Artificial Inteligence 76

Artificial Inteligence Research Generative AI Artificial Intelligence 76

AWS Machine Learning - AI

MAY 2, 2025

The role of financial assistant This post explores a financial assistant system that specializes in three key tasks: portfolio creation, company research, and communication. Portfolio creation begins with a thorough analysis of user requirements, where the system determines specific criteria such as the number of companies and industry focus.

Real Estate 87

Real Estate Artificial Inteligence Knowledge Base Lambda 87

AWS Machine Learning - AI

JANUARY 13, 2025

This includes integrating data and systems and automating workflows and processes, and the creation of incredible digital experiencesall on a single, user-friendly platform. It can answer questions, provide summaries, generate content, and complete tasks using the data and expertise found in your enterprise systems.

Generative AI 105

Generative AI AWS Innovation Knowledge Base 105

OTS Solutions

JUNE 21, 2023

In this article, we will explore the importance of security and compliance in enterprise applications and offer guidelines, best practices, and key features to ensure their protection. Also Read: Top 10 Frameworks for Developing Enterprise Applications Guidelines for Ensuring Security and Compliance in Enterprise Applications 1.

Compliance 246

Compliance Enterprise Applications Software Review 246

CIO

SEPTEMBER 25, 2024

Agentic systems An agent is an AI model or software program capable of autonomous decisions or actions. Gen AI-powered agentic systems are relatively new, however, and it can be difficult for an enterprise to build their own, and it’s even more difficult to ensure safety and security of these systems.

Artificial Inteligence 214

Artificial Inteligence Open Source Training Software Review 214

AWS Machine Learning - AI

AUGUST 22, 2024

Verisk’s Discovery Navigator product is a leading medical record review platform designed for property and casualty claims professionals, with applications to any industry that manages large volumes of medical records. This allows reviewers to access necessary information in minutes, compared to the hours spent doing this manually.

Generative AI 116

Generative AI Technical Review Software Review Systems Review 116

Strategic Tech

JANUARY 22, 2024

Architecture modernization initiatives are strategic efforts involving many teams, usually for many months or years. An AMET is an architecture Enabling Team that helps to coordinate and upskill all teams and stakeholders involved in a modernization initiative. They need a more loosely coupled architecture and empowered teams.

Architecture 98

Architecture Systems Review Software Review Technical Review 98

AWS Machine Learning - AI

NOVEMBER 20, 2024

To evaluate the effectiveness of a RAG system, we focus on three key metrics: Answer relevancy – Measures how well the generated answer addresses the user’s query. The following diagram illustrates high level RAG architecture with dynamic metadata filtering. Finally, the generated response is returned to the user.

Artificial Inteligence 117

Artificial Inteligence Applications Knowledge Base Generative AI 117

CIO

OCTOBER 1, 2024

With each passing day, new devices, systems and applications emerge, driving a relentless surge in demand for robust data storage solutions, efficient management systems and user-friendly front-end applications. Every organization follows some coding practices and guidelines. billion user details. billion user details.

Security 194

Security Software Review Artificial Intelligence Artificial Inteligence 194

AWS Machine Learning - AI

APRIL 1, 2025

Accelerate building on AWS What if your AI assistant could instantly access deep AWS knowledge, understanding every AWS service, best practice, and architectural pattern? Lets create an architecture that uses Amazon Bedrock Agents with a custom action group to call your internal API.

AWS 119

AWS Software Review Knowledge Base Artificial Inteligence 119

O'Reilly Media - Ideas

OCTOBER 23, 2018

I should start by saying this section does not offer a treatise on how to do architecture. Technology systems are difficult to wrangle. Our systems grow in accidental complexity and complication over time. By 2012, Harvard Business Review published an article by Thomas Davenport and D.J. It must be useful, have utility.

Architecture 98

Architecture Strategy Technical Review Development Team Review 98

Strategic Tech

JULY 21, 2020

Most organisations go through an architecture modernisation effort at some point as their systems drift into a state of intolerable maintenance costs and they diverge too far from modern technological advances. What architecture will be optimal for enabling that business vision? How are we going to deliver the new architecture?

Architecture 98

Architecture Technical Review Software Review Microservices 98

AWS Machine Learning - AI

MARCH 20, 2025

Legal teams accelerate contract analysis and compliance reviews , and in oil and gas , IDP enhances safety reporting. The preceding architecture diagram showcases a pipeline for processing and retrieving insights from multimodal content using Amazon Bedrock Data Automation and Amazon Bedrock Knowledge Bases.

Data 116

Data Generative AI Artificial Inteligence Compliance 116

AWS Machine Learning - AI

MARCH 3, 2025

Mistral developed a novel architecture for Pixtral 12B, optimized for both computational efficiency and performance. This architecture supports processing an arbitrary number of images of varying sizes within a large context window of 128k tokens. License agreements are a critical decision factor when using open-weights models.

Insurance 104

Insurance AWS eCommerce Software Review 104

AWS Machine Learning - AI

APRIL 18, 2024

With Amazon Bedrock, teams can input high-level architectural descriptions and use generative AI to generate a baseline configuration of Terraform scripts. AWS Landing Zone architecture in the context of cloud migration AWS Landing Zone can help you set up a secure, multi-account AWS environment based on AWS best practices.

AWS 129

AWS Applications Lambda Knowledge Base 129

Algolia

MARCH 14, 2019

This is the fourth article in a seven-part series of blogs that describe our most recent changes to the architecture and content of our documentation. We focus here on CSS architecture and improving the way we deal with assets. We integrated it in a loose version of the ITCSS architecture. A composable approach.

Architecture 91

Architecture Scalability Guidelines Software Review 91

CIO

AUGUST 25, 2022

This needs to be a multidimensional review: Computational requirements Storage requirements (local, remote, and backup) Voice communication requirements Video communication requirements Security requirements Special access requirements (e.g. cellular, air-gapped systems, etc.) Best Practice 5: Build an extranet architecture.

Backup 147

Backup Internet Guidelines Hardware 147

O'Reilly Media - Ideas

APRIL 25, 2023

It describes the architecture, goals, and design guidelines; it also tells ChatGPT explicitly not to generate any code. At least in theory, test driven development (TDD) is widely practiced among professional programmers. If AI systems write the tests, do those tests themselves need to be tested?

ChatGPT 148

ChatGPT Programming Software Review Systems Review 148

CIO

MARCH 24, 2023

Data governance definition Data governance is a system for defining who within an organization has authority and control over data assets and how those data assets may be used. Meant specifically to support self-service analytics, TrustCheck attaches guidelines and rules to data assets.

Government 214

Government Data Technical Review Policies 214

AWS Machine Learning - AI

MARCH 20, 2025

Moreover, Amazon Bedrock offers integration with other AWS services like Amazon SageMaker , which streamlines the deployment process, and its scalable architecture makes sure the solution can adapt to increasing call volumes effortlessly. This is powered by the web app portion of the architecture diagram (provided in the next section).

Generative AI 87

Generative AI Artificial Inteligence Metrics AWS 87

AWS Machine Learning - AI

FEBRUARY 6, 2024

By extracting key data from testing reports, the system uses Amazon SageMaker JumpStart and other AWS AI services to generate CTDs in the proper format. Users can quickly review and adjust the computer-generated reports before submission. The user-friendly system also employs encryption for security.

Generative AI 130

Generative AI AWS Lambda Technical Review 130

CIO

MAY 8, 2024

Keeping up with the technology base is one of the biggest challenges facing a modern day CIO, he says, due to the acceleration of transformative tech like gen AI, so continuously modernizing to remain not just relevant but competitive is vital. “If Then we have to make sense of the data, massage it and import it in our system.

Groups 167

Groups Data Technical Review Weak Development Team 167

AWS Machine Learning - AI

MAY 9, 2024

Verisk’s FAST platform is a leader in the life insurance and retirement sector, providing enhanced efficiency and flexible, easily upgradable architecture. In this post, we describe the development of the customer support process in FAST incorporating generative AI, the data, the architecture, and the evaluation of the results.

Generative AI 129

Generative AI Artificial Inteligence Technical Review Development Team Review 129

AWS Machine Learning - AI

SEPTEMBER 18, 2024

Generative AI and large language models (LLMs) offer new possibilities, although some businesses might hesitate due to concerns about consistency and adherence to company guidelines. UX/UI designers have established best practices and design systems applicable to all of their websites.

Generative AI 126

Generative AI Artificial Inteligence Fractional CTO Guidelines 126

CIO

JANUARY 31, 2024

Use more efficient processes and architectures Boris Gamazaychikov, senior manager of emissions reduction at SaaS provider Salesforce, recommends using specialized AI models to reduce the power needed to train them. “Is Always ask if AI/ML is right for your workload,” recommends AWS in its sustainability guidelines.

Sustainability 202

Sustainability Data Center Energy Artificial Intelligence 202

Cloudera

JULY 29, 2024

Cloudera’s data-in-motion architecture is a comprehensive set of scalable, modular, re-composable capabilities that help organizations deliver smart automation and real-time data products with maximum efficiency while remaining agile to meet changing business needs. By contrast, data at rest isn’t doing much besides waiting to be queried.

Architecture 69

Architecture Enterprise Data Agile 69

AWS Machine Learning - AI

FEBRUARY 25, 2025

Solution overview Before we dive into the deployment process, lets walk through the key steps of the architecture as illustrated in the following figure. Example 2: The following screenshot shows an example of a Terraform error due to a missing variable value. Clean up The services used in this demo can incur costs.

Lambda 64

Lambda Generative AI AWS Software Review 64

Altexsoft

JUNE 20, 2019

Database Management System or DBMS is a software which communicates with the database itself, applications, and user interfaces to obtain and parse data. For our comparison, we’ve picked 9 most commonly used database management systems: MySQL, MariaDB, Oracle, PostgreSQL, MSSQL, MongoDB, Redis, Cassandra, and Elasticsearch. Relational.

Systems Review 85

Systems Review System Software Review Open Source 85

AWS Machine Learning - AI

JULY 18, 2024

This step helps filter out irrelevant or inappropriate queries, maintaining the integrity of the system. To address the two key requirements of question validation and context enrichment, the AccountantAI solution employs a two-stage architecture comprising an ingestion workflow and a retrieval workflow.

Artificial Inteligence 134

Artificial Inteligence Generative AI Small Business Systems Review 134