AWS Machine Learning - AI

APRIL 23, 2025

Traditional keyword-based search mechanisms are often insufficient for locating relevant documents efficiently, requiring extensive manual review to extract meaningful insights. This solution improves the findability and accessibility of archival records by automating metadata enrichment, document classification, and summarization.

Artificial Inteligence 67

Artificial Inteligence Open Source AWS Serverless 67

AWS Machine Learning - AI

OCTOBER 17, 2024

With the advent of generative AI and machine learning, new opportunities for enhancement became available for different industries and processes. AWS HealthScribe combines speech recognition and generative AI trained specifically for healthcare documentation to accelerate clinical documentation and enhance the consultation experience.

AWS 113

AWS Artificial Inteligence Generative AI Machine Learning 113

CIO

NOVEMBER 18, 2024

The Global Banking Benchmark Study 2024 , which surveyed more than 1,000 executives from the banking sector worldwide, found that almost a third (32%) of banks’ budgets for customer experience transformation is now spent on AI, machine learning, and generative AI.

Banking 212

Banking Off-The-Shelf Generative AI Budget 212

CIO

AUGUST 21, 2024

Intelligent document processing (IDP) is changing the dynamic of a longstanding enterprise content management problem: dealing with unstructured content. The ability to effectively wrangle all that data can have a profound, positive impact on numerous document-intensive processes across enterprises. Not so with unstructured content.

Artificial Inteligence 183

Artificial Inteligence Artificial Intelligence Insurance Enterprise 183

CIO

NOVEMBER 27, 2024

By eliminating time-consuming tasks such as data entry, document processing, and report generation, AI allows teams to focus on higher-value, strategic initiatives that fuel innovation.

Artificial Inteligence 199

Artificial Inteligence Artificial Intelligence Government Compliance 199

CIO

OCTOBER 28, 2024

This phenomenon, known as hallucination, has been documented across various AI models. Another machine learning engineer reported hallucinations in about half of over 100 hours of transcriptions inspected. A third study identified hallucinations in nearly every one of 26,000 transcripts generated using Whisper, AP said.

Tools 179

Tools Study Healthcare Research 179

CIO

NOVEMBER 1, 2024

The team opted to build out its platform on Databricks for analytics, machine learning (ML), and AI, running it on both AWS and Azure. He estimates 40 generative AI production use cases currently, such as drafting and emailing documents, translation, document summarization, and research on clients.

Generative AI 183

Generative AI Technical Advisors Insurance Weak Development Team 183

AWS Machine Learning - AI

MARCH 20, 2025

It often requires managing multiple machine learning (ML) models, designing complex workflows, and integrating diverse data sources into production-ready formats. Amazon Bedrock Data Automation is expanding to additional Regions, so be sure to check the documentation for the latest updates. billion in 2025 to USD 66.68

Data 117

Data Generative AI Artificial Inteligence Compliance 117

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

TechCrunch

JANUARY 28, 2021

Typical repetitive tasks that can be automated includes reviewing and categorizing documents, images, or text. This, of course, is where machine learning come into play. “We Specifically, the startup targets work processes that involve making decisions on unstructured data, such as images, text, PDFs and other documents.

Software Review 343

Software Review Tools Technical Review Artificial Inteligence 343

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. This solution uses the powerful capabilities of Amazon Q Business.

Knowledge Base 102

Knowledge Base Lambda Enterprise AWS 102

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 117

Artificial Inteligence Applications Knowledge Base Generative AI 117

CIO

NOVEMBER 1, 2024

The team opted to build out its platform on Databricks for analytics, machine learning (ML), and AI, running it on both AWS and Azure. He estimates 40 generative AI production use cases currently, such as drafting and emailing documents, translation, document summarization, and research on clients.

Generative AI 158

Generative AI Technical Advisors Insurance Weak Development Team 158

AWS Machine Learning - AI

NOVEMBER 6, 2024

You can find instructions on how to do this in the AWS documentation for your chosen SDK. Additionally, consider exploring other AWS services and tools that can complement and enhance your AI-driven applications, such as Amazon SageMaker for machine learning model training and deployment, or Amazon Lex for building conversational interfaces.

Software Review 119

Software Review Artificial Inteligence Generative AI AWS 119

TechCrunch

MARCH 5, 2021

But you can stay tolerably up to date on the most interesting developments with this column, which collects AI and machine learning advancements from around the world and explains why they might be important to tech, startups or civilization. “We weren’t sure it would be possible.” Image Credits: Asensio, et.

Technical Review 310

Technical Review Artificial Inteligence Systems Review Machine Learning 310

AWS Machine Learning - AI

APRIL 30, 2025

Similarly, when an incident occurs in IT, the responding team must provide a precise, documented history for future reference and troubleshooting. As businesses expand, they encounter a vast array of transactions that require meticulous documentation, categorization, and reconciliation.

Artificial Inteligence 99

Artificial Inteligence Technical Review Software Review Generative AI 99

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. You can follow the steps provided in the Deleting a stack on the AWS CloudFormation console documentation to delete the resources created for this solution.

Generative AI 113

Generative AI Applications AWS Knowledge Base 113

AWS Machine Learning - AI

APRIL 29, 2025

The following example shows how prompt optimization converts a typical prompt for a summarization task on Anthropics Claude Haiku into a well-structured prompt for an Amazon Nova model, with sections that begin with special markdown tags such as ## Task, ### Summarization Instructions , and ### Document to Summarize.

Artificial Inteligence 86

Artificial Inteligence Performance Data Generative AI 86

TechCrunch

JULY 20, 2021

In 2013, I was fortunate to get into artificial intelligence (more specifically, deep learning) six months before it blew up internationally. It started when I took a course on Coursera called “Machine learning with neural networks” by Geoffrey Hinton. It was like being love struck.

Artificial Inteligence 316

Artificial Inteligence Artificial Intelligence Disaster Recovery Machine Learning 316

CIO

MARCH 20, 2025

In claims and operations, insurers are applying AI to fraud detection, loss summarization and automation of large-scale document processing. Underwriting is a key target area, with AI being used to improve data ingestion, risk triaging and portfolio optimization.

Artificial Inteligence 139

Artificial Inteligence Enterprise Insurance Artificial Intelligence 139

AWS Machine Learning - AI

APRIL 10, 2025

On the Configure data source page, provide the following information: Specify the Amazon S3 location of the documents. Prior to AWS, Flora earned her Masters degree in Computer Science from the University of Minnesota, where she developed her expertise in machine learning and artificial intelligence. Specify a chunking strategy.

Case Study 123

Case Study Artificial Inteligence Study Generative AI 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 112

Education Report Technical Review Generative AI 112

AWS Machine Learning - AI

DECEMBER 2, 2024

Finally, we delve into the supported frameworks, with a focus on LMI, PyTorch, Hugging Face TGI, and NVIDIA Triton, and conclude by discussing how this feature fits into our broader efforts to enhance machine learning (ML) workloads on AWS. This feature is only supported when using inference components. gpu-py311-cu124-ubuntu22.04-sagemaker",

Generative AI 107

Generative AI Artificial Inteligence Machine Learning AWS 107

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 106

Generative AI AWS Innovation Knowledge Base 106

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 119

AWS Generative AI Groups Applications 119

TechCrunch

JANUARY 5, 2022

However, today’s startups need to reconsider the MVP model as artificial intelligence (AI) and machine learning (ML) become ubiquitous in tech products and the market grows increasingly conscious of the ethical implications of AI augmenting or replacing humans in the decision-making process.

Artificial Inteligence 354

Artificial Inteligence Minimum Viable Product Agile Artificial Intelligence 354

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 129

Artificial Inteligence Generative AI AWS Applications 129

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.

AWS 134

AWS Generative AI Linux Groups 134

AWS Machine Learning - AI

MARCH 4, 2025

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. An interactive chat interface allows deeper exploration of both the original document and generated content.

Generative AI 118

Generative AI Technical Review Software Review Systems Review 118

AWS Machine Learning - AI

NOVEMBER 1, 2024

He has extensive experience designing end-to-end machine learning and business analytics solutions in finance, operations, marketing, healthcare, supply chain management, and IoT. She innovates and applies machine learning to help AWS customers speed up their AI and cloud adoption.

Artificial Inteligence 97

Artificial Inteligence Generative AI Training Metrics 97

TechCrunch

JANUARY 26, 2023

His team was tasked with digitizing the onboarding process — particularly document-heavy manual review workflows — that were costing the bank millions of dollars every year and not catching fraud. Inspired by this, Burke and his twin brother, Ronan Burke, launched Inscribe , an AI-powered document fraud detection service.

Artificial Inteligence 227

Artificial Inteligence Fintech Banking Machine Learning 227

AWS Machine Learning - AI

NOVEMBER 7, 2024

SageMaker JumpStart is a machine learning (ML) hub that provides a wide range of publicly available and proprietary FMs from providers such as AI21 Labs, Cohere, Hugging Face, Meta, and Stability AI, which you can deploy to SageMaker endpoints in your own AWS account. It’s serverless so you don’t have to manage the infrastructure.

Generative AI 113

Generative AI AWS Enterprise Artificial Inteligence 113

AWS Machine Learning - AI

MARCH 3, 2025

You can also use this model with Amazon SageMaker JumpStart , a machine learning (ML) hub that provides access to algorithms and models that can be deployed with one click for running inference. Performance metrics and benchmarks Pixtral 12B is trained to understand both natural images and documents, achieving 52.5%

Insurance 108

Insurance AWS eCommerce Software Review 108

AWS Machine Learning - AI

MAY 2, 2025

It efficiently manages the distribution of automated reports and handles stakeholder communications, providing properly formatted emails containing portfolio information and document summaries that reach their intended recipients. Note that additional documents can be incorporated to enhance your data assistant agents capabilities.

Real Estate 91

Real Estate Artificial Inteligence Knowledge Base Lambda 91

AWS Machine Learning - AI

NOVEMBER 22, 2024

Set up your knowledge base with relevant customer service documentation, FAQs, and product information. Join the generative AI builder community at community.aws to share your experiences and learn from others. She is leading the Amazon Bedrock Flows, with 18 years of experience building customer-centric and data-driven products.

Generative AI 122

Generative AI Artificial Inteligence Knowledge Base AWS 122

TechCrunch

FEBRUARY 21, 2023

OpenAI is quietly launching a new developer platform that lets customers run the company’s newer machine learning models, like GPT-3.5 , on dedicated capacity. ” “[Foundry allows] inference at scale with full control over the model configuration and performance profile,” the documentation reads.

ChatGPT 262

ChatGPT Artificial Inteligence Windows Azure 262

AWS Machine Learning - AI

MARCH 3, 2025

This design simplifies the complexity of distributed training while maintaining the flexibility needed for diverse machine learning (ML) workloads, making it an ideal solution for enterprise AI development. His expertise includes: End-to-end Machine Learning, model customization, and generative AI.

Artificial Inteligence 98

Artificial Inteligence Generative AI AWS Training 98