CIO

JANUARY 14, 2025

In todays digital-first economy, enterprise architecture must also evolve from a control function to an enablement platform. This transformation requires a fundamental shift in how we approach technology delivery moving from project-based thinking to product-oriented architecture. The stakes have never been higher.

Technical Review 179

Technical Review Enterprise Technology Architecture 179

CIO

NOVEMBER 26, 2024

CEOs and CIOs appear to have conflicting views of the readiness of their organizations’ IT systems, with a large majority of chief executives worried about them being outdated, according to a report from IT services provider Kyndryl. But in conflict with CEO fears, 90% of IT leaders are confident their IT infrastructure is best in class.

Infrastructure 199

Infrastructure Technical Review Systems Review Survey 199

CIO

NOVEMBER 25, 2024

Allegis had been using a legacy on-premises ERP system called Eclipse for about 15 years, which Shannon says met the business needs well but had limitations. Allegis had been using Eclipse for 10 years, when the system was acquired by Epicor, and Allegis began exploring migrating to a cloud-based ERP system.

Systems Review 197

Systems Review Technical Review System Analytics 197

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. While useful, these tools offer diminishing value due to a lack of innovation or differentiation.

Artificial Inteligence 192

Artificial Inteligence Software Review Software Enterprise 192

CIO

FEBRUARY 4, 2025

Capital One built Cloud Custodian initially to address the issue of dev/test systems left running with little utilization. The result was a compromised availability architecture. Architects must combine functional requirements with multiple other long-term requirements to build sustainable systems. Neglecting motivation.

Sustainability 156

Sustainability Technical Review Architecture Fractional CTO 156

CIO

JANUARY 8, 2025

Increasingly, however, CIOs are reviewing and rationalizing those investments. While up to 80% of the enterprise-scale systems Endava works on use the public cloud partially or fully, about 60% of those companies are migrating back at least one system. Are they truly enhancing productivity and reducing costs?

Cloud 209

Cloud Technical Review Systems Review Budget 209

AWS Machine Learning - AI

MARCH 20, 2025

Companies of all sizes face mounting pressure to operate efficiently as they manage growing volumes of data, systems, and customer interactions. The chat agent bridges complex information systems and user-friendly communication. Update the due date for a JIRA ticket. Review and choose Create project to confirm.

Generative AI 92

Generative AI Systems Review System Lambda 92

CIO

DECEMBER 11, 2024

Not my original quote, but a cardinal sin of cloud-native data architecture is copying data from one location to another. Without this setup, there is a risk of building models that are too slow to respond to customers, exhibit training-serving skew over time and potentially harm customers due to lack of production model monitoring.

Data 167

Data Technical Review Software Review Weak Development Team 167

CIO

NOVEMBER 14, 2024

Our digital transformation has coincided with the strengthening of the B2C online sales activity and, from an architectural point of view, with a strong migration to the cloud,” says Vibram global DTC director Alessandro Pacetti. It’s a change fundamentally based on digital capabilities.

Cloud 179

Cloud Technical Review Data B2C 179

CIO

SEPTEMBER 10, 2024

More organizations than ever have adopted some sort of enterprise architecture framework, which provides important rules and structure that connect technology and the business. The results of this company’s enterprise architecture journey are detailed in IDC PeerScape: Practices for Enterprise Architecture Frameworks (September 2024).

Architecture 173

Architecture Enterprise Disaster Recovery Technical Review 173

Xebia

APRIL 9, 2025

This is my personal review of a talk given by Martin Odersky at Scalar Conf 2025. I have read many critics who argued that Scala resembled Haskell too closely, making it difficult to attract sufficient engineering talent and posing challenges for newcomersmastering intricate concepts like category theory and effect systems is no small feat.

Systems Review 130

Systems Review Programming Technical Review Engineering 130

CIO

MARCH 24, 2025

Continuous training ensures that protecting patient data and systems becomes as second nature as protecting patients physical health. Breaches undermine that confidence: about 66% of patients say they would switch healthcare providers if a breach compromised their personal data due to poor security practices.

Training 128

Training Healthcare Technical Review Education 128

Xebia

APRIL 1, 2025

Generative AI like GitHub Copilot can help to put these foundations in place and works really well for those kind of supporting system. The rest of the time is spend on preparations, discussions, architectural work, documentation, etc. Use what works for your application.

Software Review 130

Software Review Technical Review Systems Review Generative AI 130

CIO

OCTOBER 24, 2024

AI governance is already a complex issue due to rapid innovation and the absence of universal templates, standards, or certifications. 75% of firms that build aspirational agentic AI architectures on their own will fail. They predicted more mature firms will seek help from AI service providers and systems integrators.

Company 191

Company Software Review Technical Review Generative AI 191

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 73

Generative AI Systems Review Software Review Artificial Inteligence 73

TechCrunch

JANUARY 19, 2022

Parallel Systems, a company founded by three former SpaceX engineers to build autonomous battery-electric rail vehicles, came out of stealth mode on Wednesday with a $49.55 million Series A raise. The company, which has raised $53.15 million to date, including a $3.6 The company, which has raised $53.15 million to date, including a $3.6

Engineering 305

Engineering Transportation Technical Review Systems Review 305

CIO

JANUARY 8, 2025

This involves the integration of digital technologies into its planning and operations like adopting cloud computing to sustain and scale infrastructure seamlessly, using AI to improve user experience through natural language communication, enhancing data analytics for data-driven decision making and building closed-loop automated systems using IoT.

Culture 167

Culture Innovation Technical Review Leadership 167

AWS Machine Learning - AI

APRIL 10, 2025

Training a frontier model is highly compute-intensive, requiring a distributed system of hundreds, or thousands, of accelerated instances running for several weeks or months to complete a single job. As cluster sizes grow, the likelihood of failure increases due to the number of hardware components involved. million H100 GPU hours.

Training 91

Training Artificial Inteligence Hardware Systems Review 91

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. First, the mean part.

Cloud 147

Cloud Strategy Architecture Policies 147

Luis Goncalves

APRIL 11, 2025

While launching a startup is difficult, successfully scaling requires an entirely different skillset, strategy framework, and operational systems. This isn’t merely about hiring more salespeopleit’s about creating scalable systems efficiently converting prospects into customers. What Does Scaling a Startup Really Mean?

Weak Development Team 130

Weak Development Team Technical Review Sustainability Systems Review 130

Martin Fowler

OCTOBER 20, 2022

Pretty much all the practitioners I favor in Software Architecture are deeply suspicious of any kind of general law in the field. Good software architecture is very context-specific, analyzing trade-offs that resolve differently across a wide range of environments. We often see how inattention to the law can twist system architectures.

Technical Advisors 276

Technical Advisors Software Review Architecture Journal 276

TechCrunch

AUGUST 25, 2023

These concepts have technical implications but are as much business logic decisions as architectural ones. Being aligned on these concepts will drive product roadmap, core technical architecture, pricing strategy and product marketing. A founding team should have a shared perspective on these six issues.

Architecture 170

Architecture Technical Review Insurance Systems Review 170

AWS Machine Learning - AI

MARCH 7, 2025

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. The following diagram illustrates the solution architecture. Verisk also has a legal review for IP protection and compliance within their contracts.

Generative AI 76

Generative AI Technical Review Insurance Policies 76

CIO

MARCH 4, 2025

Agentic AI systems require more sophisticated monitoring, security, and governance mechanisms due to their autonomous nature and complex decision-making processes. Durvasula also notes that the real-time workloads of agentic AI might also suffer from delays due to cloud network latency.

Software Review 179

Software Review Artificial Inteligence Technical Review Government 179

Henrik Warne

JUNE 19, 2022

I have used randomly generated tests to very good effect before, but always on complete systems (like generating random calls between phones), never as property based tests. This is easier said than done, but it is an idea that has been expressed by many others as well, for example in Clean Architecture. Test doubles and mocks.

Software Review 224

Software Review Testing Systems Review Technical Review 224

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. Every three years, Koletzki reviews his strategy, and in 2018 decided it was time to move to the cloud. 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 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 92

Generative AI Applications Technical Review Software Review 92

AWS Machine Learning - AI

APRIL 1, 2025

AI agents extend large language models (LLMs) by interacting with external systems, executing complex workflows, and maintaining contextual awareness across operations. Through this architecture, MCP enables users to build more powerful, context-aware AI agents that can seamlessly access the information and tools they need.

Generative AI 128

Generative AI AWS Artificial Inteligence Software Review 128

CIO

MARCH 31, 2025

Sovereign AI refers to a national or regional effort to develop and control artificial intelligence (AI) systems, independent of the large non-EU foreign private tech platforms that currently dominate the field. Ensuring that AI systems are transparent, accountable, and aligned with national laws is a key priority.

Technical Review 117

Technical Review Artificial Inteligence Compliance Open Source 117

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 106

Artificial Inteligence Generative AI AWS Applications 106

CIO

MARCH 26, 2025

From a business thats been stable and consistent for many years, its now in a position to review what the business model should look like in the future, and do whats necessary to transition in order to remain not just relevant but competitive. We need to re-establish the IT architecture and get an architectural capability, he adds.

Weak Development Team 76

Weak Development Team Agile Systems Review Architecture 76

CIO

OCTOBER 25, 2023

On October 20, 2023, Okta Security identified adversarial activity that used a stolen credential to gain access to the company’s support case management system. Once inside the system, the hacker gained access to files uploaded by Okta customers using valid session tokens from recent support cases.

Systems Review 215

Systems Review Software Review Development Team Review Technical Review 215

AWS Machine Learning - AI

MARCH 18, 2025

Audio-to-text translation The recorded audio is processed through an advanced speech recognition (ASR) system, which converts the audio into text transcripts. Data integration and reporting The extracted insights and recommendations are integrated into the relevant clinical trial management systems, EHRs, and reporting mechanisms.

Artificial Inteligence 94

Artificial Inteligence Technical Review Healthcare Systems Review 94

TechCrunch

AUGUST 21, 2023

In addition to all that, Arcimoto said in a statement that it will sell “electrical systems architecture and energy storage systems” to Matbock, which makes “hybrid-electric tactical vehicles.” Arcimoto is due to share its latest financials with investors on August 24.

Apparel 246

Apparel Systems Review Energy System Architecture 246

AWS Machine Learning - AI

NOVEMBER 15, 2024

Amazon Q Business is a generative AI-powered assistant that can answer questions, provide summaries, generate content, and securely complete tasks based on data and information in your enterprise systems. This allowed fine-tuned management of user access to content and systems.

Generative AI 111

Generative AI AWS Groups Artificial Inteligence 111

CIO

AUGUST 21, 2024

Intrusion detection/prevention systems (IDS/IPS) can detect when an intruder succeeds in breaching those systems, while application security tools prevent unauthorized access to specific apps.

Systems Review 187

Systems Review Strategy Cloud Authentication 187

AWS Machine Learning - AI

OCTOBER 16, 2024

This post shows how DPG Media introduced AI-powered processes using Amazon Bedrock and Amazon Transcribe into its video publication pipelines in just 4 weeks, as an evolution towards more automated annotation systems. The project focused solely on audio processing due to its cost-efficiency and faster processing time.

Media 101

Media Video Artificial Inteligence Generative AI 101