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. Or bring in a consulting company that can help you build and train at the same time, he adds.

Part-Time VPE 205

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

CIO

NOVEMBER 19, 2024

You pull an open-source large language model (LLM) to train on your corporate data so that the marketing team can build better assets, and the customer service team can provide customer-facing chatbots. You export, move, and centralize your data for training purposes with all the associated time and capacity inefficiencies that entails.

Artificial Inteligence 174

Artificial Inteligence Engineering Data Storage 174

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 164

Insurance Artificial Inteligence Data Architecture 164

CIO

DECEMBER 30, 2024

Plus, they can be more easily trained on a companys own data, so Upwork is starting to embrace this shift, training its own small language models on more than 20 years of interactions and behaviors on its platform. Agents can be more loosely coupled than services, making these architectures more flexible, resilient and smart.

Fractional CTO 212

Fractional CTO Software Development CTO Coach Architecture 212

CIO

AUGUST 19, 2024

As an “AI-native” security architecture, HyperShield promises to redefine traditional security protocols through its automated proactive cybersecurity measures and AI-driven security solutions. The Direct Impact of Training on Business Continuity and Security The role of IT/IS training extends beyond mere operational competence.

Training 167

Training Architecture Network Business Continuity 167

CIO

FEBRUARY 4, 2025

The result was a compromised availability architecture. Making emissions estimations visible to architects and engineers, such as the metrics based on the Green Software Foundation Software Carbon Intensity , along with green systems design training gives them the tools to make sustainability optimizations early in the design process.

Sustainability 156

Sustainability Technical Review Architecture Fractional CTO 156

CIO

JANUARY 7, 2025

It prevents vendor lock-in, gives a lever for strong negotiation, enables business flexibility in strategy execution owing to complicated architecture or regional limitations in terms of security and legal compliance if and when they rise and promotes portability from an application architecture perspective.

Cloud 147

Cloud Strategy Architecture Policies 147

CIO

FEBRUARY 25, 2025

Once personal or sensitive data is used in prompts or incorporated into the training set of these models, recovering or removing it becomes a daunting task. This oversight blurs the lines between different types of datasuch as foundation model data, app training data, and user promptstreating them all as a single entity.

Generative AI 166

Generative AI Training Guidelines Data 166

CIO

NOVEMBER 22, 2024

Unfortunately, despite hard-earned lessons around what works and what doesn’t, pressure-tested reference architectures for gen AI — what IT executives want most — remain few and far between, she said. It’s time for them to actually relook at their existing enterprise architecture for data and AI,” Guan said. “A

Airlines 204

Airlines LAN Generative AI Travel 204

CIO

NOVEMBER 7, 2024

While many architects are already equipped with technical skills and strategic insight, they may benefit from additional training in business acumen, communication and influence. The future of leadership is agile, adaptable and architecturally driven. These individuals are naturally suited for greater leadership responsibilities.

Fractional CTO 179

Fractional CTO Enterprise Leadership Weak Development Team 179

Xebia

MARCH 13, 2025

Unfortunately, the blog post only focuses on train-serve skew. Feature stores solve more than just train-serve skew. In a naive setup features are (re-)computed each time you train a new model. This lets your teams train models without repeating data preparation steps each time. You train a model with these features.

Training 130

Training Machine Learning Artificial Inteligence Data 130

CIO

OCTOBER 23, 2024

The best way to beat the skills gap is to identify what skills your organization is going to need in the near future, and then training and upskilling talented workers to meet those skills needs. “AI is a top focus for organizations, and tech talent with AI skills are much more in demand than those without AI related skills.

Marketing 195

Marketing Artificial Inteligence Generative AI Artificial Intelligence 195

CIO

DECEMBER 30, 2024

AI-powered threat detection systems will play a vital role in identifying and mitigating risks in real time, while zero-trust architectures will become the norm to ensure stringent access controls. Organizations will also prioritize workforce training and cybersecurity awareness to mitigate risks and build a resilient digital ecosystem.

Trends 158

Trends Innovation IoT Disaster Recovery 158

CIO

JANUARY 9, 2025

What began with chatbots and simple automation tools is developing into something far more powerful AI systems that are deeply integrated into software architectures and influence everything from backend processes to user interfaces. An overview. This makes their wide range of capabilities usable.

Artificial Inteligence 192

Artificial Inteligence Software Review Software Enterprise 192

CIO

APRIL 2, 2025

Were adopting best-in-class SaaS solutions, a next-generation data architecture, and AI-powered applications that improve decision-making, optimize operations, and unlock new revenue stream opportunities. What are some examples of this strategy in action? What is the role of the CIO in our age of AI? A key part is to educate.

Innovation 152

Innovation ChatGPT Education Coaching 152

Agile Alliance

MARCH 22, 2022

These include adopting Agile methods, modern engineering practices, DevOps, API design, microservices, and cloud architectures. Successful transformations require learning that is hard to achieve through traditional approaches to training. Most organizations adopt short-form, workshop-style training despite its … Continued.

Organization 286

Organization Company Strategic Planning Microservices 286

CIO

DECEMBER 10, 2024

Our LLM was built on EXLs 25 years of experience in the insurance industry and was trained on more than a decade of proprietary claims-related data. Our EXL Insurance LLM is consistently achieving a 30% improvement in accuracy on insurance-related tasks over the top pre-trained models, such as GPT4, Claude, and Gemini.

Artificial Inteligence 174

Artificial Inteligence Off-The-Shelf Insurance Analytics 174

CIO

OCTOBER 24, 2024

75% of firms that build aspirational agentic AI architectures on their own will fail. The challenge is that these architectures are convoluted, requiring diverse and multiple models, sophisticated retrieval-augmented generation stacks, advanced data architectures, and niche expertise,” they said. “The

Company 191

Company Software Review Technical Review Generative AI 191

CIO

MAY 6, 2025

In this model, organizations are investing in creating architectures for intelligent choices and using technology to augment people, not automate tasks, transforming the entire value chain, he says. CIOs should consider how agentic AI and other emerging AI capabilities enable the creation of intelligent organizations.

CTO Coach 197

CTO Coach Software Review Generative AI Technical Review 197

AWS Machine Learning - AI

MARCH 3, 2025

Tuning model architecture requires technical expertise, training and fine-tuning parameters, and managing distributed training infrastructure, among others. These recipes are processed through the HyperPod recipe launcher, which serves as the orchestration layer responsible for launching a job on the corresponding architecture.

Artificial Inteligence 100

Artificial Inteligence Generative AI AWS Training 100

CIO

JANUARY 8, 2025

Industry-specific modelsrequire fewer resources to train, and so could conceivably run on on-premises, in a private cloud, or in a hosted private cloud infrastructure, says Nag. But, says Vunvulea, the computation power and infrastructure needed to train or optimize the model isnt easy to find or buy on prem. But should you?

Cloud 209

Cloud Technical Review Systems Review Budget 209

CIO

NOVEMBER 26, 2024

Over the course of our work together modernizing data architectures and integrating AI into a wide range of insurance workflows over the last several months, we’ve identified the four key elements of creating a data-first culture to support AI innovation.

Insurance 197

Insurance Culture Data Artificial Inteligence 197

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

MAY 6, 2025

And as part of the expanded partnership, the two companies are collaborating on a joint data flywheel architecture that will integrate ServiceNow Workflow Data Fabric with Nvidia NeMo microservices. ServiceNow said it expects the new model to be available in Q2 this year.

Artificial Inteligence 172

Artificial Inteligence Microservices Conference Google Cloud 172

CIO

JANUARY 6, 2025

Businesses will increasingly implement zero-trust architectures, focusing on strict identity verification and minimizing access to sensitive systems. Workforce training will gain priority, focusing on upskilling employees to manage emerging threats and increasing cybersecurity awareness across all levels.

Trends 122

Trends Artificial Inteligence IoT Energy 122

CIO

NOVEMBER 7, 2024

To this end, we’ve instituted an executive education program, complemented by extensive training initiatives organization-wide, to deepen our understanding of data. This team addresses potential risks, manages AI across the company, provides guidance, implements necessary training, and keeps abreast of emerging regulatory changes.

Artificial Inteligence 180

Artificial Inteligence Development Generative AI Artificial Intelligence 180

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 120

Generative AI Technical Review Software Review Systems Review 120

TechCrunch

JANUARY 19, 2022

The startup’s rail vehicle architecture aims to solve a few problems: carbon emissions in freight, supply chain constraints of trucking and limits of railway freight. “When that becomes a problem is when you’re figuring out where to park that big train, and the answer is, not many places.” In the U.S.,

Engineering 305

Engineering Transportation Technical Review Systems Review 305

AWS Machine Learning - AI

DECEMBER 24, 2024

Training large language models (LLMs) models has become a significant expense for businesses. PEFT is a set of techniques designed to adapt pre-trained LLMs to specific tasks while minimizing the number of parameters that need to be updated. You can also customize your distributed training.

AWS 106

AWS Artificial Inteligence Generative AI Training 106

AWS Machine Learning - AI

MAY 1, 2025

We will deep dive into the MCP architecture later in this post. Using a client-server architecture (as illustrated in the following screenshot), MCP helps developers expose their data through lightweight MCP servers while building AI applications as MCP clients that connect to these servers.

Artificial Inteligence 122

Artificial Inteligence AWS Architecture Generative AI 122

AWS Machine Learning - AI

NOVEMBER 6, 2024

These powerful models, trained on vast amounts of data, can generate human-like text, answer questions, and even engage in creative writing tasks. However, training and deploying such models from scratch is a complex and resource-intensive process, often requiring specialized expertise and significant computational resources.

Software Review 119

Software Review Artificial Inteligence Generative AI AWS 119

CIO

NOVEMBER 26, 2024

It adopted a microservices architecture to decouple legacy components, allowing for incremental updates without disrupting the entire system. For instance, AT&T launched a comprehensive reskilling initiative called “Future Ready” to train employees in emerging technologies such as cloud computing, cybersecurity, and data analytics.

Weak Development Team 183

Weak Development Team Compliance Culture Budget 183

TechCrunch

JANUARY 2, 2022

Most artificial intelligence models are trained through supervised learning, meaning that humans must label raw data. Scale, whose army of humans annotate raw data to train self-driving and other AI systems, nabs $18M. Today, the startup has 200 employees across the globe and more than 10,000 data labelers.

Artificial Inteligence 350

Artificial Inteligence Technology Artificial Intelligence Data 350

CIO

MAY 1, 2025

Large action models are specialized LLMs that have been explicitly trained to act and adjust their behavior to take into account that these actions are taken to environments. Data architecture that provides well-structured, contextualized data repositories. The brain and actuator go hand-in-hand, Savarese said. Risk governance.

Enterprise 124

Enterprise Artificial Inteligence Sport ChatGPT 124

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

OCTOBER 23, 2024

Our legacy architecture consisted of multiple standalone, on-prem data marts intended to integrate transactional data from roughly 30 electronic health record systems to deliver a reporting capability. Then there’s changing IT to make sure the team is aligned, trained, and capable of managing this migration and maintaining it for years.

Enterprise 179

Enterprise Data KPI Training 179

CIO

FEBRUARY 11, 2025

A key component of this expansion is the introduction of Hyperforce, Salesforces next-generation platform architecture, to Saudi Arabia. In addition to technological advancements, Salesforce is committed to training 30,000 Saudi citizens in AI, with a focus on increasing female workforce participation.

AWS 114

AWS Architecture Training Innovation 114