Xebia

APRIL 15, 2025

This can lead to feelings of being overwhelmed, especially when confronted with complex project architectures. While much of the tooling can be easily learned online, the real difficulty lies in understanding the coding style, architectural decisions, business logic, tests, and libraries used in the project.

Architecture 130

Architecture Study Strategy Course 130

CIO

JANUARY 9, 2025

What began with chatbots and simple automation tools is developing into something far more powerful AI systems that are deeply integrated into software architectures and influence everything from backend processes to user interfaces. The model retains some context as it moves through the entire document. An overview.

Artificial Inteligence 192

Artificial Inteligence Software Review Software Enterprise 192

CIO

JANUARY 24, 2024

“We’re piloting a way to do automated payments to subcontractors based on work in place that’s been identified with photo and video documentation,” Higgins-Carter says. Or as she puts it: “I walked into an architecture with a set of bespoke solutions that were selected based on whatever the need was at the time.

Architecture 178

Architecture Construction Real Estate Recruiting 178

CIO

JANUARY 15, 2025

GenAI can also harness vast datasets, insights, and documentation to provide guidance during the migration process. Alignment: Is the solution customisable for -specific architectures, and therefore able to unlock additional, unique efficiency, accuracy, and scalability improvements?

Generative AI 187

Generative AI Applications Artificial Inteligence Azure 187

CIO

JANUARY 8, 2025

On top of that, a detailed analysis of the experiment, irrespective of its results (success, failure or neutral), should be conducted and documented for future use. This will be a huge time saver as the acquired learning and available documentation could come in handy for a different use case in the future.

Culture 167

Culture Innovation Technical Review Leadership 167

CIO

MARCH 20, 2025

And its modular architecture distributes tasks across multiple agents in parallel, increasing the speed and scalability of migrations. In claims and operations, insurers are applying AI to fraud detection, loss summarization and automation of large-scale document processing. The EXLerate.AI

Artificial Inteligence 139

Artificial Inteligence Enterprise Insurance Artificial Intelligence 139

Xebia

OCTOBER 23, 2024

Architecture Overview The accompanying diagram visually represents our infrastructure’s architecture, highlighting the relationships between key components. AWS Global Accelerator Documentation : Explore the intricacies of AWS Global Accelerator with the official documentation, covering its features and configurations.

AWS 130

AWS Network Software Review Lambda 130

CIO

OCTOBER 29, 2024

This is the process I use: Build an inventory of existing systems: Scan, survey, search for, and document what is in your technology portfolio. Which are not longer an architectural fit? Assess the existing systems: On the basis of degree of difficulty, which are the potential candidates for modernization? Which are obsolete?

Technology 166

Technology Operating System Agile Hardware 166

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. The following diagram illustrates the Principal generative AI chatbot architecture with AWS services.

Generative AI 113

Generative AI AWS Groups Artificial Inteligence 113

AWS Machine Learning - AI

MARCH 20, 2025

Today, were excited to announce the general availability of Amazon Bedrock Data Automation , a powerful, fully managed feature within Amazon Bedrock that automate the generation of useful insights from unstructured multimodal content such as documents, images, audio, and video for your AI-powered applications. billion in 2025 to USD 66.68

Data 112

Data Generative AI Artificial Inteligence Compliance 112

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.

Generative AI 183

Generative AI Technical Advisors Insurance Weak Development Team 183

Xebia

APRIL 9, 2025

This architecture leads to the slow performance Python developers know too well, where simple operations like creating a virtual environment or installing packages can take seconds or even minutes for complex projects. Parallel Execution UV maximizes hardware utilization through a layered parallel architecture. Inspired to try UV?

Engineering 130

Engineering Linux Virtualization Hardware 130

AWS Machine Learning - AI

NOVEMBER 19, 2024

Organizations possess extensive repositories of digital documents and data that may remain underutilized due to their unstructured and dispersed nature. Solution overview This section outlines the architecture designed for an email support system using generative AI.

Knowledge Base 100

Knowledge Base Generative AI Technical Review Lambda 100

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.

Generative AI 158

Generative AI Technical Advisors Insurance Weak Development Team 158

AWS Machine Learning - AI

JANUARY 13, 2025

Enterprises provide their developers, engineers, and architects with a range of knowledge bases and documents, such as usage guides, wikis, and tools. Team members can chat directly or upload documents and receive summarization, analysis, or answers to a calculation. This is a well-known use case asked about by several MuleSoft teams.

Generative AI 101

Generative AI AWS Innovation Knowledge Base 101

AWS Machine Learning - AI

OCTOBER 17, 2024

During re:Invent 2023, we launched AWS HealthScribe , a HIPAA eligible service that empowers healthcare software vendors to build their clinical applications to use speech recognition and generative AI to automatically create preliminary clinician documentation. Speaker role identification (clinician or patient).

AWS 109

AWS Artificial Inteligence Generative AI Machine Learning 109

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 103

Education Report Technical Review Generative AI 103

CIO

DECEMBER 11, 2024

Not my original quote, but a cardinal sin of cloud-native data architecture is copying data from one location to another. Data governance needs to follow a similar path, transitioning from policy documents and confluence pages to data policy as code. Now, mature organizations implement cybersecurity broadly using DevSecOps practices.

Data 167

Data Technical Review Software Review Weak Development Team 167

AWS Machine Learning - AI

APRIL 9, 2025

For instance, consider an AI-driven legal document analysis system designed for businesses of varying sizes, offering two primary subscription tiers: Basic and Pro. Meanwhile, the business analysis interface would focus on text summarization for analyzing various business documents. This is illustrated in the following figure.

Artificial Inteligence 123

Artificial Inteligence Generative AI AWS Applications 123

TechCrunch

JULY 15, 2021

So rather than trying to compete in the relational database market, over the past decade, many database startups focused on alternative architectures such as document-centric databases (like MongoDB), key-value stores (like Redis) and graph databases (like Neo4J).

Web Development 247

Web Development Banking Marketing Architecture 247

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 89

Generative AI Technical Review Insurance Policies 89

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 99

AWS Generative AI Technical Review Artificial Inteligence 99

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 121

Generative AI Lambda Applications AWS 121

CIO

SEPTEMBER 17, 2024

CIOs often have a love-hate relationship with enterprise architecture. In the State of Enterprise Architecture 2023 , only 26% of respondents fully agreed that their enterprise architecture practice delivered strategic benefits, including improved agility, innovation opportunities, improved customer experiences, and faster time to market.

Agile 218

Agile Enterprise CTO Coach Technical Review 218

AWS Machine Learning - AI

NOVEMBER 20, 2024

By narrowing down the search space to the most relevant documents or chunks, metadata filtering reduces noise and irrelevant information, enabling the LLM to focus on the most relevant content. This approach narrows down the search space to the most relevant documents or passages, reducing noise and irrelevant information.

Artificial Inteligence 115

Artificial Inteligence Applications Knowledge Base Generative AI 115

AWS Machine Learning - AI

OCTOBER 31, 2024

Google Drive supports storing documents such as Emails contain a wealth of information found in different places, such as within the subject of an email, the message content, or even attachments. Types of documents Gmail messages can be sorted and stored inside your email inbox using folders and labels.

AWS 116

AWS Generative AI Groups Applications 116

CIO

APRIL 15, 2025

CIO s Isaac Sacolick outlines seven types of tech debt that could cripple your business , including data debt, open source dependency debt, and architectural debt. Inadequate documentation: If poorly documented, even well-written code will cost your team and their successors wasted time and effort down the line.

Technical Advisors 113

Technical Advisors Technical Review Weak Development Team Software Review 113

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 106

Generative AI Government Technical Review Innovation 106

AWS Machine Learning - AI

JANUARY 29, 2025

DeepSeek-R1 distilled variations From the foundation of DeepSeek-R1, DeepSeek AI has created a series of distilled models based on both Metas Llama and Qwen architectures, ranging from 1.570 billion parameters. The current supported model formats focus on Llama-based architectures. 8B 128K model to 8 Units for a Llama 3.1

Generative AI 128

Generative AI Artificial Inteligence AWS Technical Review 128

The Crazy Programmer

JUNE 14, 2024

Developers now have access to various AI-powered tools that assist in coding, debugging, and documentation. It leverages a transformer-based architecture similar to that of GPT-3. AskCodi AskCodi, powered by OpenAI GPT, offers a suite of tools to assist with coding, documentation, and error correction.

Programming 271

Programming Tools Software Review Artificial Inteligence 271

AWS Machine Learning - AI

FEBRUARY 11, 2025

Large-scale data ingestion is crucial for applications such as document analysis, summarization, research, and knowledge management. These tasks often involve processing vast amounts of documents, which can be time-consuming and labor-intensive. Then we introduce the solution deployment using three AWS CloudFormation templates.

Knowledge Base 90

Knowledge Base Lambda Enterprise AWS 90

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? Skip hours of documentation research and immediately access ready-to-use patterns for complex services such as Amazon Bedrock Knowledge Bases.

AWS 119

AWS Software Review Knowledge Base Generative AI 119

Xebia

APRIL 1, 2025

The rest of the time is spend on preparations, discussions, architectural work, documentation, etc. On average an engineer is already lucky if they can focus on writing some code for a period of around two hours a day: ActiveStates 2019 Developer Survey.

Software Review 130

Software Review Technical Review Systems Review Generative AI 130

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. The following diagram illustrates the solution architecture. Each unit can support up to 20,000 documents. For Retrievers , select Use native retriever.

Data 110

Data AWS Groups Knowledge Base 110

Xebia

OCTOBER 25, 2024

The documentation clearly states that you should not use the usage plans for authentication. Based on those questions, you might pivot your solution’s architecture. Another other option would be a custom authorizer. This allows you to use a Lambda function to use business logic to decide whether the call can be performed.

Serverless 130

Serverless Technical Review Lambda AWS 130

TechCrunch

NOVEMBER 10, 2021

Earlier this month, a Twitter user noticed Disha FAQs on Flutterwave’s support documents, suggesting that the unicorn company might have acquired the creator platform. Oyemade will continue to lead the technology behind the product with a new role as software and architectural lead.

Fintech 359

Fintech Sustainability Small Business Tools 359

AWS Machine Learning - AI

JANUARY 22, 2025

We explain the end-to-end solution workflow, the prompts needed to produce the transcript and perform security analysis, and provide a deployable solution architecture. For example, the use of shortcut keys like Ctrl + S to save a document cant be detected from an image of the console. You will be given two documents to compare.

Generative AI 108

Generative AI Video Analysis Technical Review 108