CIO

NOVEMBER 1, 2024

As part of MMTech’s unifying strategy, Beswick chose to retire the data centers and form an “enterprisewide architecture organization” with a set of standards and base layers to develop applications and workloads that would run on the cloud, with AWS as the firm’s primary cloud provider. The biggest challenge is data.

Generative AI 183

Generative AI Technical Advisors Insurance Weak Development Team 183

AWS Machine Learning - AI

NOVEMBER 15, 2024

Principal wanted to use existing internal FAQs, documentation, and unstructured data and build an intelligent chatbot that could provide quick access to the right information for different roles. As Principal grew, its internal support knowledge base considerably expanded.

Generative AI 113

Generative AI AWS Groups Artificial Inteligence 113

AWS Machine Learning - AI

DECEMBER 23, 2024

To address this, customers often begin by enhancing generative AI accuracy through vector-based retrieval systems and the Retrieval Augmented Generation (RAG) architectural pattern, which integrates dense embeddings to ground AI outputs in relevant context. Lettria provides an accessible way to integrate GraphRAG into your applications.

Generative AI 121

Generative AI Artificial Inteligence AWS Knowledge Base 121

AWS Machine Learning - AI

APRIL 11, 2024

Organizations across industries want to categorize and extract insights from high volumes of documents of different formats. Manually processing these documents to classify and extract information remains expensive, error prone, and difficult to scale. Categorizing documents is an important first step in IDP systems.

Artificial Inteligence 120

Artificial Inteligence Lambda AWS Machine Learning 120

OTS Solutions

DECEMBER 4, 2023

Private cloud architecture is an increasingly popular approach to cloud computing that offers organizations greater control, security, and customization over their cloud infrastructure. What is Private Cloud Architecture? Why is Private Cloud Architecture important for Businesses?

Architecture 130

Architecture Cloud Disaster Recovery Scalability 130

CIO

NOVEMBER 1, 2024

As part of MMTech’s unifying strategy, Beswick chose to retire the data centers and form an “enterprisewide architecture organization” with a set of standards and base layers to develop applications and workloads that would run on the cloud, with AWS as the firm’s primary cloud provider. The biggest challenge is data.

Generative AI 158

Generative AI Technical Advisors Insurance Weak Development Team 158

AWS Machine Learning - AI

NOVEMBER 6, 2024

With Amazon Q Business , Hearst’s CCoE team built a solution to scale cloud best practices by providing employees across multiple business units self-service access to a centralized collection of documents and information. User authorization for documents within the individual S3 buckets were controlled through access control lists (ACLs).

Generative AI 99

Generative AI Government Technical Review Innovation 99

AWS Machine Learning - AI

FEBRUARY 6, 2024

A key part of the submission process is authoring regulatory documents like the Common Technical Document (CTD), a comprehensive standard formatted document for submitting applications, amendments, supplements, and reports to the FDA. The tedious process of compiling hundreds of documents is also prone to errors.

Generative AI 122

Generative AI AWS Lambda Technical Review 122

AWS Machine Learning - AI

MARCH 7, 2025

Mozart, the leading platform for creating and updating insurance forms, enables customers to organize, author, and file forms seamlessly, while its companion uses generative AI to compare policy documents and provide summaries of changes in minutes, cutting the change adoption time from days or weeks to minutes.

Generative AI 82

Generative AI Technical Review Insurance Policies 82

CIO

FEBRUARY 18, 2025

Assessment : Deciphers and documents the business logic, dependencies and functionality of legacy code. Greater integration and scalability: This modular architecture distributes tasks across multiple agents working in parallel, so Code Harbor can perform more work in less time.

Software Review 78

Software Review Artificial Inteligence Government Data 78

AWS Machine Learning - AI

JANUARY 29, 2025

In this post, we explore how to deploy distilled versions of DeepSeek-R1 with Amazon Bedrock Custom Model Import, making them accessible to organizations looking to use state-of-the-art AI capabilities within the secure and scalable AWS infrastructure at an effective cost. 8B ) and DeepSeek-R1-Distill-Llama-70B (from base model Llama-3.3-70B-Instruct

Generative AI 123

Generative AI Artificial Inteligence AWS Serverless 123

AWS Machine Learning - AI

JANUARY 13, 2025

This is where intelligent document processing (IDP), coupled with the power of generative AI , emerges as a game-changing solution. The process involves the collection and analysis of extensive documentation, including self-evaluation reports (SERs), supporting evidence, and various media formats from the institutions being reviewed.

Education 95

Education Report Technical Review Generative AI 95

AWS Machine Learning - AI

NOVEMBER 20, 2024

Whether it’s structured data in databases or unstructured content in document repositories, enterprises often struggle to efficiently query and use this wealth of information. Amazon S3 is an object storage service that offers industry-leading scalability, data availability, security, and performance. Choose Next.

Data 108

Data AWS Groups Knowledge Base 108

AWS Machine Learning - AI

JANUARY 29, 2025

Intelligent document processing , translation and summarization, flexible and insightful responses for customer support agents, personalized marketing content, and image and code generation are a few use cases using generative AI that organizations are rolling out in production.

Generative AI 80

Generative AI Organization Enterprise Artificial Inteligence 80

AWS Machine Learning - AI

OCTOBER 29, 2024

We walk through the key components and services needed to build the end-to-end architecture, offering example code snippets and explanations for each critical element that help achieve the core functionality. Amazon DynamoDB is a fully managed NoSQL database service that provides fast and predictable performance with seamless scalability.

Generative AI 105

Generative AI Video Engineering Artificial Inteligence 105

AWS Machine Learning - AI

APRIL 1, 2025

This AI-driven approach is particularly valuable in cloud development, where developers need to orchestrate multiple services while maintaining security, scalability, and cost-efficiency. Skip hours of documentation research and immediately access ready-to-use patterns for complex services such as Amazon Bedrock Knowledge Bases.

AWS 116

AWS Software Review Knowledge Base Artificial Inteligence 116

CIO

JANUARY 1, 2025

Koletzki would use the move to upgrade the IT environment from a small data room to something more scalable. He knew that scalability was a big win for a company in aggressive growth mode, but he just needed to be persuaded that the platforms were more robust, and the financials made sense. I just subscribed to their service.

Strategy 152

Strategy Azure Technical Review Systems Review 152

AWS Machine Learning - AI

APRIL 23, 2024

As successful proof-of-concepts transition into production, organizations are increasingly in need of enterprise scalable solutions. However, to unlock the long-term success and viability of these AI-powered solutions, it is crucial to align them with well-established architectural principles.

Knowledge Base 122

Knowledge Base Scalability Applications Generative AI 122

AWS Machine Learning - AI

OCTOBER 31, 2024

AWS offers powerful generative AI services , including Amazon Bedrock , which allows organizations to create tailored use cases such as AI chat-based assistants that give answers based on knowledge contained in the customers’ documents, and much more. In the following sections, we explain how to deploy this architecture.

Generative AI 117

Generative AI Lambda Applications AWS 117

AWS Machine Learning - AI

MARCH 14, 2025

Whether processing invoices, updating customer records, or managing human resource (HR) documents, these workflows often require employees to manually transfer information between different systems a process thats time-consuming, error-prone, and difficult to scale. The following diagram illustrates the solution architecture.

AWS 125

AWS Generative AI Linux Groups 125

AWS Machine Learning - AI

DECEMBER 11, 2024

This enables sales teams to interact with our internal sales enablement collateral, including sales plays and first-call decks, as well as customer references, customer- and field-facing incentive programs, and content on the AWS website, including blog posts and service documentation.

AWS 92

AWS Generative AI Technical Review Artificial Inteligence 92

Altexsoft

MAY 29, 2020

These specifications make up the API architecture. Over time, different API architectural styles have been released. A pull of choices raises endless debates as to which architectural style is best. RPC’s tight coupling makes scalability requirements and loosely coupled teams hard to achieve. Tedious message updating.

Architecture 142

Architecture Microservices Systems Review Weak Development Team 142

AWS Machine Learning - AI

DECEMBER 6, 2023

Such data often lacks the specialized knowledge contained in internal documents available in modern businesses, which is typically needed to get accurate answers in domains such as pharmaceutical research, financial investigation, and customer support. Then we introduce you to a more versatile architecture that overcomes these limitations.

Artificial Inteligence 120

Artificial Inteligence Analytics Knowledge Base Lambda 120

Perficient

JULY 11, 2023

Every company needs documents for its processes, information, contracts, proposals, quotes, reports, non-disclosure agreements, service agreements, and for various other purposes. Document creation and management is a crucial part of their operations. What is Industries Document Generation? How to generate documents?

Industry 81

Industry Storage Scalability Data 81

Xebia

DECEMBER 16, 2024

Initially, our industry relied on monolithic architectures, where the entire application was a single, simple, cohesive unit. Ever increasing complexity To overcome these limitations, we transitioned to Service-Oriented Architecture (SOA). This could also mean that the samples in this document are outdated and no longer work.

Software Development 130

Software Development Software Cloud Development 130

Openxcell

JANUARY 20, 2025

The inner transformer architecture comprises a bunch of neural networks in the form of an encoder and a decoder. USE CASES: To develop custom AI workflow and transformer architecture-based AI agents. Scalability Thanks to their resilient architecture, LLMs can handle multiple documents simultaneously.

Artificial Inteligence 105

Artificial Inteligence Tools Open Source Architecture 105

O'Reilly Media - Ideas

JANUARY 14, 2025

However, Anthropics documentation is full of warnings about serious security vulnerabilities that remain to be solved. Interest in Data Lake architectures rose 59%, while the much older Data Warehouse held steady, with a 0.3% Usage of material about Software Architecture rose 5.5% Finally, ETL grew 102%.

Trends 130

Trends Technology Security Artificial Inteligence 130

The Agile Monkey

DECEMBER 22, 2022

However, these tools may not be suitable for more complex data or situations requiring scalability and robust business logic. In short, Booster is a Low-Code TypeScript framework that allows you to quickly and easily create a backend application in the cloud that is highly efficient, scalable, and reliable. WTF is Booster?

Scalability 98

Scalability AWS Authentication Open Source 98

The Citus Data

MAY 9, 2023

In this blog post, we’ll dive deeper into the concept of multi-tenancy and explore how Django-multitenant can help you build scalable, secure, and maintainable multi-tenant applications on top of PostgreSQL and the Citus database extension. Introduced ReadTheDocs documentation. What is multi-tenancy?

Scalability 107

Scalability Software Review Applications Open Source 107

AWS Machine Learning - AI

OCTOBER 29, 2024

For a detailed breakdown of the features and implementation specifics, refer to the comprehensive documentation in the GitHub repository. Although the implementation is straightforward, following best practices is crucial for the scalability, security, and maintainability of your observability infrastructure.

Generative AI 103

Generative AI Applications AWS Knowledge Base 103

Apiumhub

NOVEMBER 22, 2023

This is where TOGAF (the Open Group Architecture Framework) comes into play. It is an enterprise architecture framework that offers a systematic and comprehensive approach to achieving business transformation and sustainable success. It helps architects organize and document the architecture effectively.

Architecture 87

Architecture Enterprise Case Study Agile 87

AWS Machine Learning - AI

SEPTEMBER 3, 2024

Scalability and performance – The EMR Serverless integration automatically scales the compute resources up or down based on your workload’s demands, making sure you always have the necessary processing power to handle your big data tasks. Each document is split page by page, with each page referencing the global in-memory PDFs.

Serverless 107

Serverless AWS Artificial Inteligence Big Data 107

AWS Machine Learning - AI

NOVEMBER 7, 2024

You can also bring your own customized models and deploy them to Amazon Bedrock for supported architectures. A centralized service that exposes APIs for common prompt-chaining architectures to your tenants can accelerate development. As a result, building such a solution is often a significant undertaking for IT teams.

Generative AI 106

Generative AI AWS Enterprise Artificial Inteligence 106

AWS Machine Learning - AI

SEPTEMBER 26, 2024

To accelerate iteration and innovation in this field, sufficient computing resources and a scalable platform are essential. In this post, we share an ML infrastructure architecture that uses SageMaker HyperPod to support research team innovation in video generation.

Case Study 112

Case Study Video Training Scalability 112

Hacker Earth Developers Blog

DECEMBER 4, 2024

Example: A company that values open, verbal communication might undervalue a candidate who communicates effectively through written documentation or quieter, one-on-one interactions, missing out on a valuable contributor. Example: Ask a group of candidates to design an architecture for a scalable web application.

Recruiting 130

Recruiting Technical Review Software Review Exercises 130

CIO

AUGUST 26, 2024

It is all about the accelerator’s architectural design plus optimization of the AI ecosystem that sits on top of the accelerator. When it comes to AI acceleration in production enterprise workloads, a fit-for-purpose architecture matters.

Artificial Inteligence 199

Artificial Inteligence CTO Coach Compliance Data Center 199

John Snow Labs

AUGUST 22, 2023

These cover the most widely used transformer architectures such as BERT, RoBERTa, DeBERTa, ALBERT, DistilBERT, XLM-RoBERTa, and CamamBERT. These applications enable companies, for example, to ask a chatbot about their private documents, emails, or other confidential content. “We are thrilled to present Spark NLP 5.0,

Artificial Inteligence 98

Artificial Inteligence Scalability Applications Open Source 98