CIO

SEPTEMBER 29, 2022

s SVP and chief data & analytics officer, has a crowâ??s s unique about the [chief data officer] role is it sits at the cross-section of data, technology, and analytics,â?? On the role of the Chief Data Officer: Due to the nature of our business, Travelers has always used data analytics to assess and price risk.

Machine Learning 201

Machine Learning Artificial Inteligence Travel Technical Review 201

CIO

DECEMBER 30, 2024

AI and machine learning are poised to drive innovation across multiple sectors, particularly government, healthcare, and finance. In healthcare, AI-driven solutions like predictive analytics, telemedicine, and AI-powered diagnostics will revolutionize patient care, supporting the regions efforts to enhance healthcare services.

Trends 158

Trends Innovation IoT Disaster Recovery 158

CIO

OCTOBER 4, 2022

From delightful consumer experiences to attacking fuel costs and carbon emissions in the global supply chain, real-time data and machine learning (ML) work together to power apps that change industries. Data architecture coherence. more machine learning use casesacross the company.

Machine Learning 178

Machine Learning Artificial Inteligence Data Architecture 178

O'Reilly Media - Data

JULY 18, 2018

Much of the focus of recent press coverage has been on algorithms and models, specifically the expanding utility of deep learning. Because large deep learning architectures are quite data hungry, the importance of data has grown even more. Economic value of data. Economic value of data.

Machine Learning 196

Machine Learning Artificial Inteligence Data Marketing 196

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

CIO

DECEMBER 22, 2022

DataOps (data operations) is an agile, process-oriented methodology for developing and delivering analytics. DataOps goals According to Dataversity , the goal of DataOps is to streamline the design, development, and maintenance of applications based on data and data analytics. What is DataOps?

Analytics 195

Analytics Data Engineering Machine Learning Artificial Inteligence 195

AWS Machine Learning - AI

APRIL 1, 2025

Using a client-server architecture, MCP enables developers to expose their data through lightweight MCP servers while building AI applications as MCP clients that connect to these servers. About the authors Mark Roy is a Principal Machine Learning Architect for AWS, helping customers design and build generative AI solutions.

Generative AI 135

Generative AI AWS Artificial Inteligence Software Review 135

CIO

JANUARY 6, 2025

AI and Machine Learning will drive innovation across the government, healthcare, and banking/financial services sectors, strongly focusing on generative AI and ethical regulation. Digital health solutions, including AI-powered diagnostics, telemedicine, and health data analytics, will transform patient care in the healthcare sector.

Trends 122

Trends Artificial Inteligence IoT Energy 122

CIO

OCTOBER 29, 2024

Data exfiltration in an AI world It is undeniable at this point in time that the value of your enterprise data has risen with the growth of large language models and AI-driven analytics. AI companies and machine learning models can help detect data patterns and protect data sets.

Enterprise 202

Enterprise Artificial Inteligence Data Weak Development Team 202

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

CIO

DECEMBER 10, 2024

This data engineering step is critical because it sets up the formal process through which analytics tools will continue to be informed even as the underlying models keep evolving over time. To learn more, visit us here. It requires the ability to break down silos between disparate data sets and keep data flowing in real-time.

Artificial Inteligence 174

Artificial Inteligence Off-The-Shelf Insurance Analytics 174

CIO

MARCH 20, 2025

And its modular architecture distributes tasks across multiple agents in parallel, increasing the speed and scalability of migrations. Instead of performing line-by-line migrations, it analyzes and understands the business context of code, increasing efficiency. The EXLerate.AI

Artificial Inteligence 139

Artificial Inteligence Enterprise Insurance Artificial Intelligence 139

CIO

OCTOBER 18, 2023

In September 2021, Fresenius set out to use machine learning and cloud computing to develop a model that could predict IDH 15 to 75 minutes in advance, enabling personalized care of patients with proactive intervention at the point of care. CIO 100, Digital Transformation, Healthcare Industry, Predictive Analytics

Artificial Inteligence 200

Artificial Inteligence Analytics Machine Learning Artificial Intelligence 200

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. This architecture enhances automated data processing, efficient retrieval, and seamless real-time access to insights.

Data 108

Data Generative AI Artificial Inteligence Compliance 108

Palo Alto Networks

OCTOBER 21, 2024

Powered by Precision AI™ – our proprietary AI system – this solution combines machine learning, deep learning and generative AI to deliver advanced, real-time protection. Machine learning analyzes historical data for accurate threat detection, while deep learning builds predictive models that detect security issues in real time.

Compliance 109

Compliance Virtualization Conference Generative AI 109

CIO

AUGUST 9, 2022

Data engineers design, build, and optimize systems for data collection, storage, access, and analytics at scale. Database-centric: In larger organizations, where managing the flow of data is a full-time job, data engineers focus on analytics databases. What is a data engineer? Data engineer job description.

Data Engineering 197

Data Engineering Analytics Engineering Data 197

AWS Machine Learning - AI

OCTOBER 29, 2024

This engine uses artificial intelligence (AI) and machine learning (ML) services and generative AI on AWS to extract transcripts, produce a summary, and provide a sentiment for the call. The solution notes the logged actions per individual and provides suggested actions for the uploader.

Generative AI 107

Generative AI Video Engineering Artificial Inteligence 107

TechCrunch

AUGUST 16, 2022

“It became clear that today’s data needs are incompatible with yesterday’s data center architecture. ” Pliops isn’t the first to market with a processor for data analytics. Oracle’s SPARC M7 chip has a data analytics accelerator coprocessor with a specialized set of instructions for data transformation.

Data Center 208

Data Center Analytics Weak Development Team Data 208

CIO

MARCH 14, 2025

With generative AI on the rise and modalities such as machine learning being integrated at a rapid pace, it was only a matter of time before a position responsible for its deployment and governance became widespread. In many companies, they overlap with the functions of the CIO, the CDO, the CTO, and even the CISO.

Artificial Inteligence 194

Artificial Inteligence Artificial Intelligence Government Generative AI 194

AWS Machine Learning - AI

NOVEMBER 15, 2024

Additional integrations with services like Amazon Data Firehose , AWS Glue , and Amazon Athena allowed for historical reporting, user activity analytics, and sentiment trends over time through Amazon QuickSight. The following diagram illustrates the Principal generative AI chatbot architecture with AWS services.

Generative AI 115

Generative AI AWS Groups Artificial Inteligence 115

Perficient

NOVEMBER 17, 2024

No single platform architecture can satisfy all the needs and use cases of large complex enterprises, so SAP partnered with a small handful of companies to enhance and enlarge the scope of their offering. Semantic Modeling Retaining relationships, hierarchies, and KPIs for analytics. What is SAP Datasphere? What is Databricks?

Artificial Inteligence 59

Artificial Inteligence Machine Learning Architecture Analytics 59

TechCrunch

FEBRUARY 2, 2022

RudderStack , a platform that focuses on helping businesses build their customer data platforms to improve their analytics and marketing efforts, today announced that it has raised a $56 million Series B round led by Insight Partners, with previous investors Kleiner Perkins and S28 Capital also participating. Image Credits: RudderStack.

Data 204

Data Machine Learning Artificial Inteligence Architecture 204

Mentormate

MAY 31, 2023

In this article, we will discuss how MentorMate and our partner eLumen leveraged natural language processing (NLP) and machine learning (ML) for data-driven decision-making to tame the curriculum beast in higher education. The primary data sources used in eLumen Insights are on the left-hand side of the architecture.

Artificial Inteligence 98

Artificial Inteligence Machine Learning Education Analytics 98

CIO

MARCH 13, 2025

Hes seeing the need for professionals who can not only navigate the technology itself, but also manage increasing complexities around its surrounding architectures, data sets, infrastructure, applications, and overall security. Now the company is building its own internal program to train AI engineers.

Part-Time VPE 205

Part-Time VPE Weak Development Team Fractional VPE Fractional CTO 205

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 108

Generative AI AWS Enterprise Artificial Inteligence 108

CIO

APRIL 12, 2023

After walking his executive team through the data hops, flows, integrations, and processing across different ingestion software, databases, and analytical platforms, they were shocked by the complexity of their current data architecture and technology stack. It isn’t easy. A unified data ecosystem enables this in real time.

Artificial Inteligence 218

Artificial Inteligence Artificial Intelligence Machine Learning Agile 218

AWS Machine Learning - AI

OCTOBER 29, 2024

This post focused is on Amazon Bedrock, but it can be extended to broader machine learning operations (MLOps) workflows or integrated with other AWS services such as AWS Lambda or Amazon SageMaker. She leads machine learning projects in various domains such as computer vision, natural language processing, and generative AI.

Generative AI 106

Generative AI Applications AWS Knowledge Base 106

Altexsoft

MAY 12, 2022

Today, we have AI and machine learning to extract insights, inaudible to human beings, from speech, voices, snoring, music, industrial and traffic noise, and other types of acoustic signals. At the same time, keep in mind that neither of those and other audio files can be fed directly to machine learning models.

Machine Learning 122

Machine Learning Artificial Inteligence Analysis Energy 122

AWS Machine Learning - AI

MARCH 20, 2025

Therefore, it was valuable to provide Asure a post-call analytics pipeline capable of providing beneficial insights, thereby enhancing the overall customer support experience and driving business growth. This is powered by the web app portion of the architecture diagram (provided in the next section).

Generative AI 75

Generative AI Artificial Inteligence Metrics AWS 75

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

TechCrunch

SEPTEMBER 27, 2021

As more enterprises migrate to cloud-based architectures, they are also taking on more applications (because they can) and, as a result of that, more complex workloads and storage needs. Machine learning and other artificial intelligence applications add even more complexity.

Artificial Inteligence 246

Artificial Inteligence Applications Cloud Artificial Intelligence 246

AWS Machine Learning - AI

MARCH 13, 2025

Model Variants The current DeepSeek model collection consists of the following models: DeepSeek-V3 An LLM that uses a Mixture-of-Experts (MoE) architecture. These models retain their existing architecture while gaining additional reasoning capabilities through a distillation process. deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B

Artificial Inteligence 90

Artificial Inteligence AWS Machine Learning Load Balancer 90

AWS Machine Learning - AI

MARCH 4, 2025

To achieve these goals, the AWS Well-Architected Framework provides comprehensive guidance for building and improving cloud architectures. The solution incorporates the following key features: Using a Retrieval Augmented Generation (RAG) architecture, the system generates a context-aware detailed assessment.

Generative AI 102

Generative AI Technical Review Software Review Systems Review 102

AWS Machine Learning - AI

NOVEMBER 20, 2024

The following diagram illustrates high level RAG architecture with dynamic metadata filtering. This architecture uses the power of tool use for intelligent metadata extraction from a user’s query, combined with the robust RAG capabilities of Amazon Bedrock Knowledge Bases. Finally, the generated response is returned to the user.

Artificial Inteligence 112

Artificial Inteligence Applications Knowledge Base Generative AI 112

O'Reilly Media - Ideas

JANUARY 14, 2025

First, interest in almost all of the top skills is up: From 2023 to 2024, Machine Learning grew 9.2%; Artificial Intelligence grew 190%; Natural Language Processing grew 39%; Generative AI grew 289%; AI Principles grew 386%; and Prompt Engineering grew 456%. Usage of material about Software Architecture rose 5.5%

Trends 130

Trends Technology Security Artificial Inteligence 130

TechCrunch

JANUARY 23, 2023

The consulting giant reportedly paid around $50 million for Iguazio, a Tel Aviv-based company offering an MLOps platform for large-scale businesses — “MLOps” referring to a set of tools to deploy and maintain machine learning models in production.

Machine Learning 222

Machine Learning Artificial Inteligence Continuous Delivery ChatGPT 222

CIO

JANUARY 1, 2025

Accelerating decision making with analytics and AI With CEO Aengus Kelly talking publicly about AerCap being a data company, a big part of Koletzkis forward planning is around data analytics, finding a way to harvest knowledge hidden in databases that can benefit the business. I just subscribed to their service.

Strategy 152

Strategy Azure Technical Review Systems Review 152