CIO

APRIL 16, 2025

tagging, component/application mapping, key metric collection) and tools incorporated to ensure data can be reported on sufficiently and efficiently without creating an industry in itself! to identify opportunities for optimizations that reduce cost, improve efficiency and ensure scalability.

Technical Review 186

Technical Review Enterprise Strategy Innovation 186

CIO

OCTOBER 29, 2024

Outdated technology typically exhibits a variety of negative indicators linked to poor performance, including scalability, flexibility, high maintenance costs, and other issues that should be carefully monitored, Galbraith says. He recommends building a user feedback loop and carefully studying satisfaction metrics.

Systems Review 209

Systems Review Technical Advisors System Technical Review 209

CIO

FEBRUARY 4, 2025

This surge is driven by the rapid expansion of cloud computing and artificial intelligence, both of which are reshaping industries and enabling unprecedented scalability and innovation. GreenOps incorporates financial, environmental and operational metrics, ensuring a balanced strategy that aligns with broader organizational goals.

Sustainability 156

Sustainability Technical Review Architecture Fractional CTO 156

CIO

FEBRUARY 25, 2025

CIOs who bring real credibility to the conversation understand that AI is an output of a well architected, well managed, scalable set of data platforms, an operating model, and a governance model. Stories and metrics matter. CIOs have shared that in every meeting, people are enamored with AI and gen AI.

Technical Review 190

Technical Review Artificial Inteligence How To Recruiting 190

CIO

JANUARY 10, 2025

As leaders work to define the right metrics, those measures must be tightly aligned with the business strategy and should account for the cost of not investing. Privacy and cybersecurity concerns (71%) and employee adoption hurdles (46%) further compound implementation barriers.

Enterprise 122

Enterprise Generative AI Survey Metrics 122

CIO

FEBRUARY 27, 2025

Mainframes hold an enormous amount of critical and sensitive business data including transactional information, healthcare records, customer data, and inventory metrics. It enhances scalability, flexibility, and cost-effectiveness, while maximizing existing infrastructure investments.

Cloud 147

Cloud Data Analytics Infrastructure 147

AWS Machine Learning - AI

NOVEMBER 1, 2024

Without a scalable approach to controlling costs, organizations risk unbudgeted usage and cost overruns. This scalable, programmatic approach eliminates inefficient manual processes, reduces the risk of excess spending, and ensures that critical applications receive priority. However, there are considerations to keep in mind.

Generative AI 142

Generative AI AWS Artificial Inteligence Budget 142

AWS Machine Learning - AI

OCTOBER 16, 2024

As DPG Media grows, they need a more scalable way of capturing metadata that enhances the consumer experience on online video services and aids in understanding key content characteristics. Word information lost (WIL) – This metric quantifies the amount of information lost due to transcription errors.

Media 117

Media Video Artificial Inteligence Generative AI 117

Hacker Earth Developers Blog

DECEMBER 25, 2024

For instance, assigning a project that involves designing a scalable database architecture can reveal a candidates technical depth and strategic thinking. Here are several key metrics and methods to evaluate the effectiveness of your HiPo identification process: 1.

Technical Review 130

Technical Review Software Review Leadership Metrics 130

AWS Machine Learning - AI

MARCH 20, 2025

The Asure team was manually analyzing thousands of call transcripts to uncover themes and trends, a process that lacked scalability. Staying ahead in this competitive landscape demands agile, scalable, and intelligent solutions that can adapt to changing demands. and Anthropics Claude Haiku 3.

Generative AI 92

Generative AI Artificial Inteligence Metrics AWS 92

CIO

JANUARY 7, 2025

In todays fast-paced digital landscape, the cloud has emerged as a cornerstone of modern business infrastructure, offering unparalleled scalability, agility, and cost-efficiency. Cracking this code or aspect of cloud optimization is the most critical piece for enterprises to strike gold with the scalability of AI solutions.

Cloud 147

Cloud Strategy Architecture Policies 147

AWS Machine Learning - AI

MARCH 14, 2025

Although automated metrics are fast and cost-effective, they can only evaluate the correctness of an AI response, without capturing other evaluation dimensions or providing explanations of why an answer is problematic. Human evaluation, although thorough, is time-consuming and expensive at scale.

Knowledge Base 103

Knowledge Base Applications Artificial Inteligence Generative AI 103

Netflix Tech

DECEMBER 17, 2024

DataJunction: Unifying Experimentation and Analytics Yian Shang , AnhLe At Netflix, like in many organizations, creating and using metrics is often more complex than it should be. DJ acts as a central store where metric definitions can live and evolve. As an example, imagine an analyst wanting to create a Total Streaming Hours metric.

Analytics 85

Analytics Engineering Survey Metrics 85

AWS Machine Learning - AI

OCTOBER 29, 2024

Observability refers to the ability to understand the internal state and behavior of a system by analyzing its outputs, logs, and metrics. Although the implementation is straightforward, following best practices is crucial for the scalability, security, and maintainability of your observability infrastructure.

Generative AI 113

Generative AI Applications AWS Knowledge Base 113

Xebia

DECEMBER 23, 2024

Scalability and Flexibility: The Double-Edged Sword of Pay-As-You-Go Models Pay-as-you-go pricing models are a game-changer for businesses. In these scenarios, the very scalability that makes pay-as-you-go models attractive can undermine an organization’s return on investment.

Data 130

Data Storage Culture Resources 130

Xebia

DECEMBER 23, 2024

Scalability and Flexibility: The Double-Edged Sword of Pay-As-You-Go Models Pay-as-you-go pricing models are a game-changer for businesses. In these scenarios, the very scalability that makes pay-as-you-go models attractive can undermine an organization’s return on investment.

Data 130

Data Storage Culture Resources 130

CIO

MARCH 26, 2025

He says, My role evolved beyond IT when leadership recognized that platform scalability, AI-driven matchmaking, personalized recommendations, and data-driven insights were crucial for business success.

Real Estate 159

Real Estate Leadership Study Technology 159

Ooda Loop

DECEMBER 3, 2024

The developments aim to support scalable quantum computing using existing silicon infrastructure, according to a company blog post. The company reported achieving the following metrics on a […] The post Equal1 Demonstrates Advances in Silicon-Based Quantum Computing appeared first on OODAloop.

Metrics 64

Metrics Scalability Infrastructure Report 64

Xebia

FEBRUARY 23, 2025

By boosting productivity and fostering innovation, human-AI collaboration will reshape workplaces, making operations more efficient, scalable, and adaptable. Data-driven evaluation, using specific metrics for accuracy, factuality, and bias, replaces intuition.

Trends 130

Trends Data Artificial Inteligence Weak Development Team 130

Honeycomb

APRIL 23, 2025

Get your free copy of Charity’s Cost Crisis in Metrics Tooling whitepaper. Metrics-heavy shops are used to blaming custom metrics for their cost spikes, and for good reason. If you use a lot of custom metrics, switching to the 2.0 Every multiple pillars platform can handle your metrics, logs, traces, errors, etc.,

Weak Development Team 110

Weak Development Team Metrics Storage Engineering 110

AWS Machine Learning - AI

MARCH 11, 2025

How do Amazon Nova Micro and Amazon Nova Lite perform against GPT-4o mini in these same metrics? Vector database FloTorch selected Amazon OpenSearch Service as a vector database for its high-performance metrics. is helping enterprise customers design and manage agentic workflows in a secure and scalable manner.

Artificial Inteligence 111

Artificial Inteligence Knowledge Base Comparison Generative AI 111

CIO

DECEMBER 20, 2024

Combining cost visibility tools with automation can help organizations maintain financial efficiency without affecting the performance or scalability of Azure environments. It captures metrics, logs, and traces to help identify performance bottlenecks, detect failures, and forecast resource needs.

Azure 88

Azure Analysis Cloud Resources 88

AWS Machine Learning - AI

APRIL 23, 2024

As successful proof-of-concepts transition into production, organizations are increasingly in need of enterprise scalable solutions. Generative artificial intelligence (AI) has gained significant momentum with organizations actively exploring its potential applications.

Knowledge Base 126

Knowledge Base Scalability Applications Generative AI 126

TechCrunch

JULY 15, 2021

“Its intelligent automation approach eliminates the cost bloat and makes data extraction scalable, accurate and referenceable.”. Li did not disclose revenue metrics, but said Daloopa self-launched its product six months ago, and today has 40 enterprise customers. It will also focus on sales, marketing and operations functions.

Artificial Intelligence 261

Artificial Intelligence Artificial Inteligence Data Analysis 261

AWS Machine Learning - AI

APRIL 10, 2025

Under Input data , enter the location of the source S3 bucket (training data) and target S3 bucket (model outputs and training metrics), and optionally the location of your validation dataset. To do so, we create a knowledge base. For Job name , enter a name for the fine-tuning job.

Case Study 123

Case Study Artificial Inteligence Study Generative AI 123

AWS Machine Learning - AI

SEPTEMBER 26, 2024

To accelerate iteration and innovation in this field, sufficient computing resources and a scalable platform are essential. SageMaker HyperPod provides several key features and advantages in the scalable training architecture. The following screenshot shows a Grafana dashboard.

Case Study 119

Case Study Video Training Scalability 119

Cloudera

DECEMBER 4, 2024

The Cloudera AI Inference service is a highly scalable, secure, and high-performance deployment environment for serving production AI models and related applications. System metrics, such as inference latency and throughput, are available as Prometheus metrics. Data teams can use any metrics dashboarding tool to monitor these.

Artificial Inteligence 73

Artificial Inteligence Architecture Machine Learning Metrics 73

AWS Machine Learning - AI

NOVEMBER 15, 2024

Model monitoring of key NLP metrics was incorporated and controls were implemented to prevent unsafe, unethical, or off-topic responses. The flexible, scalable nature of AWS services makes it straightforward to continually refine the platform through improvements to the machine learning models and addition of new features.

Generative AI 113

Generative AI AWS Groups Artificial Inteligence 113

AWS Machine Learning - AI

MARCH 13, 2025

MaestroQA also offers a logic/keyword-based rules engine for classifying customer interactions based on other factors such as timing or process steps including metrics like Average Handle Time (AHT), compliance or process checks, and SLA adherence. Success metrics The early results have been remarkable.

Generative AI 113

Generative AI CTO Coach AWS Artificial Inteligence 113

AWS Machine Learning - AI

JANUARY 13, 2025

Amazon SQS serves as a buffer, enabling the different components to send and receive messages in a reliable manner without being directly coupled, enhancing scalability and fault tolerance of the system. An event notification is sent to an Amazon Simple Queue Service (Amazon SQS) queue to align each file for further processing.

Education 112

Education Report Technical Review Generative AI 112

AWS Machine Learning - AI

MARCH 13, 2025

Amazon SageMaker AI provides a managed way to deploy TGI-optimized models, offering deep integration with Hugging Faces inference stack for scalable and cost-efficient LLM deployment. Optimizing these metrics directly enhances user experience, system reliability, and deployment feasibility at scale. xlarge across all metrics.

Artificial Inteligence 107

Artificial Inteligence AWS Machine Learning Load Balancer 107

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. Review the model response and metrics provided.

Generative AI 132

Generative AI Artificial Inteligence AWS Technical Review 132

TechCrunch

JANUARY 26, 2022

In his view, CaptivateIQ alleviates these pain points by taking the flexibility of spreadsheets and combining it with the scalability and performance of software technology to configure commissions plans with minimal support. . “They are also often cost prohibitive with implementation fees in the six-figure range,” he said.

Company 248

Company B2B Metrics Scalability 248

AWS Machine Learning - AI

OCTOBER 29, 2024

All of this data is centralized and can be used to improve metrics in scenarios such as sales or call centers. Amazon DynamoDB is a fully managed NoSQL database service that provides fast and predictable performance with seamless scalability. You can use Amazon S3 to securely store objects and also serve static websites.

Generative AI 111

Generative AI Video Engineering Artificial Inteligence 111

TechCrunch

OCTOBER 27, 2020

Rockset supplied a few metrics to illustrate this. Series D as scalable database resonates. It seems to be resonating with investors and customers alike as the company raised a healthy B round and business is booming. For starters, revenue grew 290% in the last quarter. Cockroach Labs scores $86.6M

Analytics 216

Analytics Data Metrics Scalability 216

Openxcell

JANUARY 20, 2025

With over 100 built-in metrics, it offers extensive monitoring and evaluation tools for comprehensive LLM fine-tuning. To get more insights into LLM evaluation, click here and learn all about key metrics, challenges, and best practices. Evidently works with different data formats and generates a complete evaluation report if needed.

Artificial Inteligence 105

Artificial Inteligence Tools Open Source Architecture 105

Netflix Tech

DECEMBER 17, 2024

The Challenge of Title Launch Observability As engineers, were wired to track system metrics like error rates, latencies, and CPU utilizationbut what about metrics that matter to a titlessuccess? The complexity of these operational demands underscored the urgent need for a scalable solution.

Systems Review 69

Systems Review Microservices Scalability Technical Review 69