AWS Machine Learning - AI

MARCH 5, 2025

Ground truth data in AI refers to data that is known to be factual, representing the expected use case outcome for the system being modeled. By providing an expected outcome to measure against, ground truth data unlocks the ability to deterministically evaluate system quality.

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Generative AI Systems Review Software Review Artificial Inteligence 76

TechCrunch

MAY 26, 2022

One of the startups working toward this vision is Zimbabwe’s FlexID, which is building a blockchain-based identity system for those excluded from the banking system due to their lack of identity documents. However, there’s still plenty of work to be done in this regard.

Blockchain 336

Blockchain Banking Systems Review Technical Review 336

The Crazy Programmer

OCTOBER 8, 2020

Here, in this article, we’ll review the DocRaptor tool, an HTML to PDF API converter. The DocRaptor review will briefly discuss how it works with Python, some code examples, features, benefits, and perhaps pros and cons. DocRaptor is an HTML to PDF and Excel format transforming document API. What is the DocRaptor Tool?

Software Review 179

Software Review Technical Review Systems Review PHP 179

AWS Machine Learning - AI

JANUARY 13, 2025

Manually reviewing and processing this information can be a challenging and time-consuming task, with a margin for potential errors. This is where intelligent document processing (IDP), coupled with the power of generative AI , emerges as a game-changing solution.

Education 112

Education Report Technical Review Generative AI 112

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 129

Artificial Inteligence Generative AI AWS Applications 129

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. This allowed fine-tuned management of user access to content and systems.

Generative AI 113

Generative AI AWS Groups Artificial Inteligence 113

AWS Machine Learning - AI

APRIL 30, 2025

Consider this: when you sign in to a software system, a log is recorded to make sure theres an accurate record of activityessential for accountability and security. Similarly, when an incident occurs in IT, the responding team must provide a precise, documented history for future reference and troubleshooting.

Artificial Inteligence 68

Artificial Inteligence Technical Review Software Review Generative AI 68

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 117

Data Generative AI Artificial Inteligence Compliance 117

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. On the Review and create page, review the settings and choose Create Knowledge Base. Complete the following steps: On the Amazon Bedrock console, choose Knowledge Bases in the navigation pane. Choose Next.

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Case Study Artificial Inteligence Study Generative AI 123

CIO

JANUARY 1, 2025

You have to make decisions on your systems as early as possible, and not go down the route of paralysis by analysis, he says. Koletzki would use the move to upgrade the IT environment from a small data room to something more scalable. A GECAS Oracle ERP system was upgraded and now runs in Azure, managed by a third-party Oracle partner.

Strategy 152

Strategy Azure Technical Review Systems Review 152

AWS Machine Learning - AI

DECEMBER 11, 2024

In the same spirit of using generative AI to equip our sales teams to most effectively meet customer needs, this post reviews how weve delivered an internally-facing conversational sales assistant using Amazon Q Business. The following screenshot shows an example of an interaction with Field Advisor.

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AWS Generative AI Technical Review Artificial Inteligence 109

AWS Machine Learning - AI

DECEMBER 4, 2024

They have structured data such as sales transactions and revenue metrics stored in databases, alongside unstructured data such as customer reviews and marketing reports collected from various channels. The system will take a few minutes to set up your project. On the next screen, leave all settings at their default values.

Generative AI 106

Generative AI Applications Technical Review Software Review 106

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 130

Generative AI AWS Lambda Technical Review 130

AWS Machine Learning - AI

NOVEMBER 22, 2024

Using Amazon Bedrock, you can easily experiment with and evaluate top FMs for your use case, privately customize them with your data using techniques such as fine-tuning and Retrieval Augmented Generation (RAG), and build agents that execute tasks using your enterprise systems and data sources.

Generative AI 99

Generative AI AWS Technical Review Backup 99

AWS Machine Learning - AI

NOVEMBER 7, 2024

Access to car manuals and technical documentation helps the agent provide additional context for curated guidance, enhancing the quality of customer interactions. The workflow includes the following steps: Documents (owner manuals) are uploaded to an Amazon Simple Storage Service (Amazon S3) bucket.

Lambda 129

Lambda Enterprise Automotive Knowledge Base 129

CIO

JUNE 26, 2024

The University of Pennsylvania Health System had an enormous amount of anonymized patient data in its Penn Medicine BioBank, and SVP and CIO Michael Restuccia’s team saw an opportunity to use it to benefit the research hospital’s patients. “We Such systems can also help to prioritize which scans a radiologist should review first.

Systems Review 202

Systems Review Healthcare Technical Review Software Review 202

CIO

FEBRUARY 18, 2025

Assessment : Deciphers and documents the business logic, dependencies and functionality of legacy code. Governance: Maps data flows, dependencies, and transformations across different systems. Auto-corrects errors iteratively, flagging only critical issues for human review.

Software Review 78

Software Review Artificial Inteligence Government Data 78

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 111

Data AWS Groups Knowledge Base 111

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.

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Generative AI Technical Review Software Review Systems Review 117

CIO

OCTOBER 3, 2024

The only way out of the dilemma was to develop a flexible, scalable, and efficient remedy in the form of an Intercompany Tax Automation (ITC) solution. These tedious, manual efforts caused regular errors, requiring employees to waste valuable time reworking figures. In terms of savings, Suncor has reduced costs by $1.8

Energy 184

Energy Technical Review Software Review Artificial Inteligence 184

TechCrunch

JANUARY 5, 2022

Meez , a company creating professional recipe software and a culinary operating system, brought in its first-ever funding round of $6.5 Colleagues were using everything from the standard Google or Word documents to spreadsheets, but Sharkey wanted a more digital approach. Josh Sharkey, CEO of Meez. Image Credits: Evan Sung.

Technical Review 242

Technical Review Software Review Systems Review Technology 242

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. You determine what qualifies based on your company policies.

Generative AI 98

Generative AI Organization Enterprise Artificial Inteligence 98

CIO

JULY 2, 2024

Provide more context to alerts Receiving an error text message that states nothing more than, “something went wrong,” typically requires IT staff members to review logs and identify the issue. This scalability allows you to expand your business without needing a proportionally larger IT team.” Check out the following 10 ideas.

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Artificial Inteligence Software Review Technical Advisors Technical Review 215

AWS Machine Learning - AI

OCTOBER 29, 2024

Use case overview The organization in this scenario has noticed that during customer calls, some actions often get skipped due to the complexity of the discussions, and that there might be potential to centralize customer data to better understand how to improve customer interactions in the long run.

Generative AI 111

Generative AI Video Engineering Artificial Inteligence 111

Newgen Software

JANUARY 16, 2025

Increased Efficiency: AI systems can analyze vast datasets in real time, identify patterns, and make data-driven decisions, which allows organizations to streamline complex tasks and ensure accuracy. Tangible Benefits of AI-powered Workflow Automation AI workflow automation is making processes faster, smarter, and more efficient.

Strategy 64

Strategy Insurance Systems Review Healthcare 64

John Snow Labs

APRIL 30, 2025

Integrated with Spark NLP , our models offer scalable, transparent, and domain-adapted solutions that surpass black-box commercial APIs in medical NLP tasks. Our approach surpasses traditional negation detection by addressing the full spectrum of assertion types , ensuring scalable, accurate, and efficient clinical NLP applications.

Artificial Inteligence 52

Artificial Inteligence Azure Technical Review Software Review 52

Kaseya

APRIL 10, 2025

The real risks lurking in SaaS environments Although SaaS apps offer flexibility, scalability and cost efficiency, the shift to the cloud comes with a significant tradeoff: security blind spots. According to The State of SaaS Backup and Recovery Report 2025 , over 30% of businesses lost SaaS data due to misconfiguration.

Systems Review 91

Systems Review Compliance Technical Review Report 91

TechCrunch

JULY 25, 2022

The software enables HR teams to digitize employee records, automate administrative tasks like employee onboarding and time-off management, and integrate employee data from different systems. Instead, we see it as a ‘system of record’ of employee information.”. The startup announced today it is coming out of stealth mode with $2.4

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Recruiting Technical Review Software Review Systems Review 224

Xebia

JULY 29, 2024

Data Modelers: They design and create conceptual, logical, and physical data models that organize and structure data for best performance, scalability, and ease of access. They oversee implementation to ensure performance and scalability and may use the generated reports. In the 1990s, data modeling was a specialized role.

Technical Review 130

Technical Review Data Systems Review Meeting 130

AWS Machine Learning - AI

APRIL 10, 2025

This capability makes it particularly effective in analyzing documents, detailed charts, graphs, and natural images, accommodating a broad range of practical applications. Correlation: Larger populations in developing regions often correlate with higher motorcycle usage due to affordability and convenience.

Generative AI 108

Generative AI AWS Technical Review Artificial Inteligence 108

xmatters

JANUARY 7, 2025

Approval Workflow: Approval workflows are designed for tasks requiring review or authorization at various stages. Tools like prebuilt workflows simplify this process, enabling seamless integration with existing systems to accelerate optimization. Speed is critical when incidents occur.

Software Review 98

Software Review Technical Review DevOps Systems Review 98

CIO

NOVEMBER 5, 2023

Digital transformation is expected to be the top strategic priority for businesses of all sizes and industries, yet organisations find the transformation journey challenging due to digital skill gap, tight budget, or technology resource shortages. Amidst these challenges, organisations turn to low-code to remain competitive and agile.

Software Review 215

Software Review UI/UX Technical Review Systems Review 215

CIO

DECEMBER 20, 2023

Faster app development: By leveraging Generative AI, companies can automate documentation generation, improve software reusability, and seamlessly integrate AI functions such as chatbots and image recognition into low-code applications.

Generative AI 193

Generative AI Software Review Technical Review Weak Development Team 193

AWS Machine Learning - AI

MAY 30, 2024

To serve their customers, Vitech maintains a repository of information that includes product documentation (user guides, standard operating procedures, runbooks), which is currently scattered across multiple internal platforms (for example, Confluence sites and SharePoint folders).

Artificial Inteligence 131

Artificial Inteligence Technical Review Development Team Review Software Review 131

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. In Part 1, we review the RAG design pattern and its limitations on analytical questions.

Artificial Inteligence 126

Artificial Inteligence Analytics Knowledge Base Lambda 126

AWS Machine Learning - AI

APRIL 16, 2025

Businesses are increasingly seeking domain-adapted and specialized foundation models (FMs) to meet specific needs in areas such as document summarization, industry-specific adaptations, and technical code generation and advisory. This challenge is further compounded by concerns over scalability and cost-effectiveness.

Artificial Inteligence 101

Artificial Inteligence Generative AI AWS Storage 101

AWS Machine Learning - AI

MARCH 11, 2025

Although GPT-4o has gained traction in the AI community, enterprises are showing increased interest in Amazon Nova due to its lower latency and cost-effectiveness. This is a crucial requirement for enterprises that want their AI systems to provide responses strictly within a defined scope. About FloTorch FloTorch.ai

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Artificial Inteligence Knowledge Base Comparison Generative AI 111