CIO Business Intelligence

APRIL 30, 2025

Surely, dedicated teams backed by real budgets were mobilized to deliver a seamless journey, define the target architecture and drive change management at scale. Yet often, theres no centralized team guiding the integration of strategy, architecture and execution. Business architecture. Technical architecture and engineering.

IT 119

IT Strategy Enterprise Consulting 119

CIO Business Intelligence

JANUARY 15, 2025

In a global economy where innovators increasingly win big, too many enterprises are stymied by legacy application systems. Indeed, more than 80% of organisations agree that scaling GenAI solutions for business growth is a crucial consideration in modernisation strategies. [2] The foundation of the solution is also important.

Cost-Benefit 124

Cost-Benefit Data-driven Enterprise Risk 124

CIO Business Intelligence

JANUARY 14, 2025

For CIOs leading enterprise transformations, portfolio health isnt just an operational indicator its a real-time pulse on time-to-market and resilience in a digital-first economy. In todays digital-first economy, enterprise architecture must also evolve from a control function to an enablement platform.

Enterprise 119

Enterprise Technology Metrics Measurement 119

DataKitchen

NOVEMBER 5, 2024

The Race For Data Quality In A Medallion Architecture The Medallion architecture pattern is gaining traction among data teams. The Medallion architecture is a design pattern that helps data teams organize data processing and storage into three distinct layers, often called Bronze, Silver, and Gold.

Data Quality 198

Data Quality Testing Metrics Reporting 198

CIO Business Intelligence

NOVEMBER 27, 2024

From customer service chatbots to marketing teams analyzing call center data, the majority of enterprises—about 90% according to recent data —have begun exploring AI. Today, enterprises are leveraging various types of AI to achieve their goals. To succeed, Operational AI requires a modern data architecture.

Data Architecture 128

Data Architecture Cost-Benefit Machine Learning Experimentation 128

AWS Big Data

OCTOBER 21, 2024

However, enterprises often encounter challenges with data silos, insufficient access controls, poor governance, and quality issues. By decentralizing data ownership and distribution, enterprises can break down silos and enable seamless data sharing. At the core of this ecosystem lies the enterprise data platform.

Sales 115

Sales Data-driven Data Processing Key Performance Indicator 115

CIO Business Intelligence

NOVEMBER 19, 2024

The next phase of this transformation requires an intelligent data infrastructure that can bring AI closer to enterprise data. The challenges of integrating data with AI workflows When I speak with our customers, the challenges they talk about involve integrating their data and their enterprise AI workflows.

Management 116

Management Unstructured Data Deep Learning Metadata 116

CIO Business Intelligence

DECEMBER 5, 2024

In today’s data-driven world, large enterprises are aware of the immense opportunities that data and analytics present. Yet, the true value of these initiatives is in their potential to revolutionize how data is managed and utilized across the enterprise. Now, EDPs are transforming into what can be termed as modern data distilleries.

Enterprise 105

Enterprise Insurance Unstructured Data Business Intelligence 105

AWS Big Data

OCTOBER 30, 2024

With this integration, you can now seamlessly query your governed data lake assets in Amazon DataZone using popular business intelligence (BI) and analytics tools, including partner solutions like Tableau. Using Amazon DataZone lets us avoid building and maintaining an in-house platform, allowing our developers to focus on tailored solutions.

Analytics 119

Analytics Visualization Data Governance Data-driven 119

CIO Business Intelligence

FEBRUARY 4, 2025

And we gave each silo its own system of record to optimize how each group works, but also complicates any future for connecting the enterprise. They were new products, interfaces, and architectures to do the same thing we always did. Data and workflows lived, and still live, disparately within each domain.

Digital Transformation 144

Digital Transformation Sales Optimization Enterprise 144

CIO Business Intelligence

OCTOBER 24, 2024

Their top predictions include: Most enterprises fixated on AI ROI will scale back their efforts prematurely. The expectation for immediate returns on AI investments will see many enterprises scaling back their efforts sooner than they should,” Chaurasia and Maheshwari said.

ROI 127

ROI Data-driven Enterprise Experimentation 127

AWS Big Data

DECEMBER 12, 2024

One-time and complex queries are two common scenarios in enterprise data analytics. Addressing these challenges requires a carefully designed architecture and advanced technical solutions. The combination of these three services provides a powerful, comprehensive solution for end-to-end data lineage analysis.

Snapshot 97

Snapshot Recreation/Entertainment Experimentation Data Lake 97

CIO Business Intelligence

APRIL 30, 2025

Cloud architects are responsible for managing the cloud computing architecture in an organization, especially as cloud technologies grow increasingly complex. These IT pros are tasked with overseeing the adoption of cloud-based AI solutions in an enterprise environment, further expanding the responsibility scope of the role.

Testing 108

Testing Cost-Benefit Optimization Software 108

CIO Business Intelligence

JANUARY 7, 2025

With the AI revolution underway which has kicked the wave of digital transformation into high gear it is imperative for enterprises to have their cloud infrastructure built on firm foundations that can enable them to scale AI/ML solutions effectively and efficiently.

Optimization 98

Optimization Strategy Cost-Benefit Enterprise 98

CIO Business Intelligence

DECEMBER 30, 2024

Vendors are adding gen AI across the board to enterprise software products, and AI developers havent been idle this year either. According to a Bank of America survey of global research analysts and strategists released in September, 2024 was the year of ROI determination, and 2025 will be the year of enterprise AI adoption.

Software 141

Software ROI Modeling Interactive 141

CIO Business Intelligence

DECEMBER 10, 2024

Computing costs rising Raw technology acquisition costs are just a small part of the equation as businesses move from proof of concept to enterprise AI integration. The rise of vertical AI To address that issue, many enterprise AI applications have started to incorporate vertical AI models. In fact, business spending on AI rose to $13.8

Modeling 116

Modeling Insurance Unstructured Data Experimentation 116

CIO Business Intelligence

JANUARY 21, 2025

We may look back at 2024 as the year when LLMs became mainstream, every enterprise SaaS added copilot or virtual assistant capabilities, and many organizations got their first taste of agentic AI. AI at Wharton reports enterprises increased their gen AI investments in 2024 by 2.3

Cost-Benefit 142

Cost-Benefit Data-driven Strategy Marketing 142

CIO Business Intelligence

DECEMBER 2, 2024

Our research shows 52% of organizations are increasing AI investments through 2025 even though, along with enterprise applications, AI is the primary contributor to tech debt. Don’t get bogged down in testing multiple solutions that never see the light of day. Also, beware the proof-of-concept trap.

ROI 136

ROI Cost-Benefit Metrics Strategy 136

AWS Big Data

OCTOBER 17, 2024

What you’ll learn On the OpenSearch Service YouTube channel, you can expect new content regularly, including: Log Analytics and Observability Learn how to ingest, search, and visualize logs at scale with OpenSearch, making log analytics efficient and powerful for enterprises of all sizes.

Analytics 115

Analytics Optimization Data-driven Data Architecture 115

DataKitchen

AUGUST 5, 2021

In this post (2 of 5), we will review some of the ideas behind data mesh, take a functional look at data mesh and discuss some of the challenges of decentralized enterprise architectures like data mesh. Large, centralized enterprise architectures discourage agility. Data Mesh Architecture Example.

Enterprise 246

Enterprise Management Data Processing Analytics 246

Rocket-Powered Data Science

MAY 21, 2024

Pure Storage empowers enterprise AI with advanced data storage technologies and validated reference architectures for emerging generative AI use cases. However, this data was still left mostly unexploited for its maximum potential and enterprise-wide business value. Summary AI devours data. AI Then and AI Now!

Cost-Benefit 239

Cost-Benefit Unstructured Data Enterprise Technology 239

AWS Big Data

DECEMBER 23, 2024

Real-time data streaming and event processing are critical components of modern distributed systems architectures. To stay competitive and efficient in the fast-paced financial industry, Fitch Group strategically adopted an event-driven microservices architecture.

Data-driven 97

Data-driven Management Risk Big Data 97

O'Reilly on Data

APRIL 25, 2023

But what’s also clear is that the process of programming doesn’t become “ChatGPT, please build me an enterprise application to sell shoes.” In this post, Fowler describes the process Xu Hao (Thoughtworks’ Head of Technology for China) used to build part of an enterprise application with ChatGPT. That excitement is merited.

Testing 364

Testing Software Strategy Enterprise 364

DataKitchen

NOVEMBER 29, 2021

DataOps adoption continues to expand as a perfect storm of social, economic, and technological factors drive enterprises to invest in process-driven innovation. As a result, enterprises will examine their end-to-end data operations and analytics creation workflows. Data Gets Meshier. Rise of the DataOps Engineer.

Testing 245

Testing Data Lake Data Architecture Manufacturing 245

CIO Business Intelligence

APRIL 8, 2025

I aim to outline pragmatic strategies to elevate data quality into an enterprise-wide capability. Key recommendations include investing in AI-powered cleansing tools and adopting federated governance models that empower domains while ensuring enterprise alignment. When financial data is inconsistent, reporting becomes unreliable.

Data Quality 102

Data Quality Data-driven Key Performance Indicator Metadata 102

AWS Big Data

OCTOBER 30, 2024

A COPY command is the most efficient way to load a table from S3 because it uses the Amazon Redshift’s massively parallel processing (MPP) architecture to read and load data in parallel. About the authors Tahir Aziz is an Analytics Solution Architect at AWS. He loves to help customers design end-to-end analytics solutions on AWS.

Data Warehouse 111

Data Warehouse Sales Data Lake Recreation/Entertainment 111

CIO Business Intelligence

JANUARY 8, 2025

Over the past few years, enterprises have strived to move as much as possible as quickly as possible to the public cloud to minimize CapEx and save money. As VP of cloud capabilities at software company Endava, Radu Vunvulea consults with many CIOs in large enterprises. Are they truly enhancing productivity and reducing costs?

Data Processing 139

Data Processing Optimization Modeling Enterprise 139

AWS Big Data

NOVEMBER 11, 2024

OpenSearch Service seamlessly integrates with other AWS offerings, providing a robust solution for building scalable and resilient search and analytics applications in the cloud. OpenSearch Service provides various DR solutions, including active-passive and active-active approaches.

Snapshot 111

Snapshot Strategy Dashboards Data Lake 111

Rocket-Powered Data Science

JULY 6, 2021

This is critical in our massively data-sharing world and enterprises. 5) The emergence of Edge-to-Cloud architectures clearly began pushing Industry 4.0 tight coupling of cyber-physical systems, digital twinning of almost anything in the enterprise, and more. 4) AIOps increasingly became a focus in AI strategy conversations.

Machine Learning 279

Machine Learning Data-driven Deep Learning IoT 279

CIO Business Intelligence

MARCH 5, 2025

The biggest challenge enterprises face when it comes to implementing AI is seamlessly integrating it across workflows. But AI itself presents a solution in the form of an orchestration layer embedded with AI agents. Benefits of EXLs agentic AI Unlike most AI solutions, which perform a single task, EXLerate.AI

Insurance 85

Insurance Cost-Benefit Interactive Enterprise 85

CIO Business Intelligence

DECEMBER 20, 2024

With the core architectural backbone of the airlines gen AI roadmap in place, including United Data Hub and an AI and ML platform dubbed Mars, Birnbaum has released a handful of models into production use for employees and customers alike. CIO Jason Birnbaum has ambitious plans for generative AI at United Airlines.

IT 131

IT Unstructured Data Experimentation Data Lake 131

O'Reilly on Data

OCTOBER 19, 2021

This is both frustrating for companies that would prefer making ML an ordinary, fuss-free value-generating function like software engineering, as well as exciting for vendors who see the opportunity to create buzz around a new category of enterprise software. Software Architecture. The new category is often called MLOps.

IT 364

IT Testing Experimentation Software 364

O'Reilly on Data

NOVEMBER 19, 2024

What’s old becomes new again: Substitute the term “notebook” with “blackboard” and “graph-based agent” with “control shell” to return to the blackboard system architectures for AI from the 1970s–1980s. tend to dislike using an AI application as a “black box” solution, which magically handles work that may need human oversight.

Unstructured Data 312

Unstructured Data Structured Data Statistics Modeling 312

AWS Big Data

DECEMBER 17, 2024

These improvements enhanced price-performance, enabled data lakehouse architectures by blurring the boundaries between data lakes and data warehouses, simplified ingestion and accelerated near real-time analytics, and incorporated generative AI capabilities to build natural language-based applications and boost user productivity.

Data Lake 98

Data Lake Data Warehouse Data-driven Optimization 98

CIO Business Intelligence

DECEMBER 30, 2024

The shift towards multi-cloud and hybrid cloud solutions will also continue, offering businesses the flexibility they need to stay competitive while adhering to regulatory requirements. Governments and enterprises will leverage AI for operational efficiency, economic diversification, and better public services.

IoT 105

IoT Digital Transformation Internet of Things Data-driven 105

CIO Business Intelligence

JANUARY 7, 2025

Organizations want a one click technology solution but all too frequently lack the patience, discipline, and knowledge of what is required to make that one click solution a reality. Turning around ITs sagging reputation Is your enterprise getting the IT it deserves? See also: CIOs top 2025 goal? Solving ITs identity crisis

IT 124

IT Consulting Machine Learning Technology 124

AWS Big Data

NOVEMBER 19, 2024

This offering is designed to provide an even more cost-effective solution for running Airflow environments in the cloud. micro, we maintain the general architecture of Amazon MWAA, and combine the Airflow scheduler and worker into a single container. The following diagram illustrates the environment architecture.

Metadata 111

Metadata Cost-Benefit Metrics Optimization 111