AWS Machine Learning - AI

MARCH 7, 2025

Through advanced data analytics, software, scientific research, and deep industry knowledge, Verisk helps build global resilience across individuals, communities, and businesses. In this post, we describe the development journey of the generative AI companion for Mozart, the data, the architecture, and the evaluation of the pipeline.

Generative AI 101

Generative AI Technical Review Insurance Policies 101

CIO

APRIL 23, 2025

This is where Delta Lakehouse architecture truly shines. Approach Sid Dixit Implementing lakehouse architecture is a three-phase journey, with each stage demanding dedicated focus and independent treatment. Step 2: Transformation (using ELT and Medallion Architecture ) Bronze layer: Keep it raw.

Insurance 163

Insurance Artificial Inteligence Data Architecture 163

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. Technology modernization strategy : Evaluate the overall IT landscape through the lens of enterprise architecture and assess IT applications through a 7R framework.

Cloud 147

Cloud Strategy Architecture Policies 147

OverOps

JUNE 11, 2019

They promise to bring greater flexibility and easier scalability. Smaller code bases are easier to understand, and with clearly separated services the overall architecture is much “cleaner”. Higher frequency releases and increased collaboration between dev and ops is exciting, but it’s important to stay diligent.

Microservices 236

Microservices Architecture Technical Review Development Team Review 236

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. The result was a compromised availability architecture. Global IT spending is expected to soar in 2025, gaining 9% according to recent estimates.

Sustainability 155

Sustainability Technical Review Architecture Fractional CTO 155

CIO

FEBRUARY 18, 2025

EXL Code Harbor is a GenAI-powered, multi-agent tool that enables the fast, accurate migration of legacy codebases while addressing these crucial concerns. How Code Harbor works Code Harbor accelerates current state assessment, code transformation and optimization, and code testing and validation. Optimizes code.

Software Review 78

Software Review Artificial Inteligence Government Data 78

TechCrunch

DECEMBER 10, 2021

Software consultant Andrew Drach’s two companies Callentis and Solwey demonstrate his entrepreneurial skills, but his clients also value his educational background, as we learned through TechCrunch’s survey to identify the best software consultants for startups. How have you been finding clients?

Weak Development Team 255

Weak Development Team Software Development Software Review Fractional CTO 255

AWS Machine Learning - AI

APRIL 30, 2025

FloQasts software (created by accountants, for accountants) brings AI and automation innovation into everyday accounting workflows. 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.

Artificial Inteligence 105

Artificial Inteligence Technical Review Software Review Generative AI 105

CIO

JANUARY 5, 2023

Low-code/no-code visual programming tools promise to radically simplify and speed up application development by allowing business users to create new applications using drag and drop interfaces, reducing the workload on hard-to-find professional developers. So there’s a lot in the plus column, but there are reasons to be cautious, too.

Software Review 194

Software Review Tools Off-The-Shelf Technical Review 194

Hacker Earth Developers Blog

DECEMBER 25, 2024

For instance, a skilled developer might not just debug code but also optimize it to improve system performance. HackerEarths technical assessments , coding challenges, and project-based evaluations help evaluate candidates on their problem-solving, critical thinking, and technical capabilities. Here are the key traits to look for: 1.

Technical Review 130

Technical Review Software Review Leadership Metrics 130

Luis Goncalves

APRIL 11, 2025

Learn more about the key differences between scale-ups and start-ups Why You Need a Framework for Scaling a Business Many businesses fail not because of poor products or insufficient market demand, but due to ineffective management of rapid growth. Scaling challenges can overwhelm even promising startups without a systematic approach.

Weak Development Team 165

Weak Development Team Technical Review Sustainability Systems Review 165

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

AWS Machine Learning - AI

DECEMBER 4, 2024

Scalable infrastructure – Bedrock Marketplace offers configurable scalability through managed endpoints, allowing organizations to select their desired number of instances, choose appropriate instance types, define custom auto scaling policies that dynamically adjust to workload demands, and optimize costs while maintaining performance.

Artificial Inteligence 106

Artificial Inteligence Microservices Generative AI AWS 106

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 following diagram illustrates the conceptual architecture of an AI assistant with Amazon Bedrock IDE.

Generative AI 106

Generative AI Applications Technical Review Software Review 106

Hacker Earth Developers Blog

DECEMBER 4, 2024

Whether a software developer collaborates with product managers or a data scientist works alongside stakeholders to translate business requirements, the ability to communicate effectively is non-negotiable. Communication skills: Observe how candidates explain their thought processes during coding challenges.

Recruiting 130

Recruiting Technical Review Software Review Exercises 130

TechCrunch

FEBRUARY 6, 2023

Developers at startups thought they could maintain multiple application code bases that work independently with each cloud provider. Deploying cloud infrastructure also involves analyzing tools and software solutions, like application monitoring and activity logging, leading many developers to suffer from analysis paralysis.

Infrastructure 246

Infrastructure Cloud Minimum Viable Product Weak Development Team 246

AWS Machine Learning - AI

MARCH 5, 2025

These assistants can be powered by various backend architectures including Retrieval Augmented Generation (RAG), agentic workflows, fine-tuned large language models (LLMs), or a combination of these techniques. Generative AI question-answering applications are pushing the boundaries of enterprise productivity.

Generative AI 76

Generative AI Systems Review Artificial Inteligence Software Review 76

OTS Solutions

DECEMBER 4, 2023

Private cloud architecture is an increasingly popular approach to cloud computing that offers organizations greater control, security, and customization over their cloud infrastructure. What is Private Cloud Architecture? Why is Private Cloud Architecture important for Businesses?

Architecture 130

Architecture Cloud Disaster Recovery Scalability 130

AWS Machine Learning - AI

NOVEMBER 15, 2024

Principal needed a solution that could be rapidly deployed without extensive custom coding. This first use case was chosen because the RFP process relies on reviewing multiple types of information to generate an accurate response based on the most up-to-date information, which can be time-consuming.

Generative AI 113

Generative AI AWS Groups Artificial Inteligence 113

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. BQA reviews the performance of all education and training institutions, including schools, universities, and vocational institutes, thereby promoting the professional advancement of the nations human capital.

Education 112

Education Report Technical Review Generative AI 112

AWS Machine Learning - AI

APRIL 1, 2025

With App Studio, technical professionals such as IT project managers, data engineers, enterprise architects, and solution architects can quickly develop applications tailored to their organizations needswithout requiring deep software development skills. For more information, see Setting up and signing in to App Studio.

AWS 103

AWS Software Review Technical Review Generative AI 103

Dzone - DevOps

OCTOBER 11, 2023

Microservices architecture has become extremely popular in recent years because it allows for the creation of complex applications as a collection of discrete, independent services. The distributed nature of microservices, however, presents special difficulties for testing and quality control.

Microservices 92

Microservices Scalability Software Review Testing 92

AWS Machine Learning - AI

NOVEMBER 6, 2024

The emergence of generative AI has ushered in a new era of possibilities, enabling the creation of human-like text, images, code, and more. The solution we explore consists of two main components: a Python application for the UI and an AWS deployment architecture for hosting and serving the application securely. See the README.md

Generative AI 119

Generative AI AWS Artificial Inteligence Applications 119

The Citus Data

OCTOBER 8, 2020

team—where I work on open source Postgres—I have spent a lot of time analyzing and addressing some of the issues with connection scalability in Postgres. Followed by an analysis of the different limiting aspects to connection scalability in Postgres. Why connection scalability in Postgres is important. Memory usage.

Scalability 145

Scalability Software Review Systems Review Applications 145

CIO

OCTOBER 15, 2024

Multicloud architectures, applications portfolios that span from mainframes to the cloud, board pressure to accelerate AI and digital outcomes — today’s CIOs face a range of challenges that can impact their DevOps strategies. This can also be the case when it comes to compliance, operations, and governance as well.

DevOps 214

DevOps Enterprise Software Review Technical Review 214

Mobilunity

APRIL 24, 2025

In today’s digital landscape, businesses increasingly use cloud architecture to drive innovation, scalability, and efficiency. In contrast to conventional approaches, cloud-native applications are created specifically for the cloud platforms, enabling companies to leverage: Scalability. Scalability. billion in 2024.

Architecture 40

Architecture Cloud Google Cloud Systems Review 40

AWS Machine Learning - AI

JANUARY 29, 2025

Their DeepSeek-R1 models represent a family of large language models (LLMs) designed to handle a wide range of tasks, from code generation to general reasoning, while maintaining competitive performance and efficiency. Review the model response and metrics provided. 8B ) and DeepSeek-R1-Distill-Llama-70B (from base model Llama-3.3-70B-Instruct

Generative AI 132

Generative AI Artificial Inteligence AWS Technical Review 132

CIO

NOVEMBER 22, 2023

Cloud is scalable IT infrastructure that enables organizations to respond quickly to market changes, support business growth, and minimize disruptions,” says Swati Shah, SVP and CIO of US markets at TransUnion, the Chicago-based IT services and consulting company. CIO, Cloud Architecture, Cloud Management, Cloud Native, IT Leadership

Culture 208

Culture Development Team Review Technical Review Cloud 208

AWS Machine Learning - AI

APRIL 9, 2025

For example, consider a text summarization AI assistant intended for academic research and literature review. Software-as-a-service (SaaS) applications with tenant tiering SaaS applications are often architected to provide different pricing and experiences to a spectrum of customer profiles, referred to as tiers. 70B and 8B.

Artificial Inteligence 129

Artificial Inteligence Generative AI AWS Applications 129

AWS Machine Learning - AI

AUGUST 21, 2024

Customer reviews can reveal customer experiences with a product and serve as an invaluable source of information to the product teams. By continually monitoring these reviews over time, businesses can recognize changes in customer perceptions and uncover areas of improvement.

Technical Review 126

Technical Review Software Review Systems Review Generative AI 126

CIO

JANUARY 1, 2025

His own buy before build strategy was very different to GECAS, which relied on the back-office infrastructure of parent company GE while running proprietary software on Amazon that was core to its business processes. Koletzki would use the move to upgrade the IT environment from a small data room to something more scalable.

Strategy 151

Strategy Azure Technical Review Systems Review 151

AWS Machine Learning - AI

JULY 11, 2024

In the diverse toolkit available for deploying cloud infrastructure, Agents for Amazon Bedrock offers a practical and innovative option for teams looking to enhance their infrastructure as code (IaC) processes. Next, the agent provides a comprehensive summary of the architecture diagram along with additional inputs provided by the user.

Software Review 138

Software Review Infrastructure Lambda Generative AI 138

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. Not only that, but our sales teams devise action plans that they otherwise might have missed without AI assistance.

AWS 109

AWS Generative AI Technical Review Artificial Inteligence 109

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. Independent software vendors (ISVs) are also building secure, managed, multi-tenant generative AI platforms.

Artificial Inteligence 101

Artificial Inteligence Generative AI AWS Storage 101

Palo Alto Networks

OCTOBER 22, 2024

According to the Unit 42 Cloud Threat Report : The rate of cloud migration shows no sign of slowing down—from $370 billion in 2021, with predictions to reach $830 billion in 2025—with many cloud-native applications and architectures already having had time to mature.

Cloud 105

Cloud Artificial Inteligence Software Review Systems Review 105

CIO

MAY 30, 2024

As enterprises increasingly embrace serverless computing to build event-driven, scalable applications, the need for robust architectural patterns and operational best practices has become paramount. Enterprises and SMEs, all share a common objective for their cloud infra – reduced operational workloads and achieve greater scalability.

Serverless 172

Serverless Cloud Scalability Architecture 172

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. Architecture The following diagram illustrates the solution architecture.

Generative AI 92

Generative AI Artificial Inteligence Metrics AWS 92