CIO Business Intelligence

NOVEMBER 16, 2023

A large language model (LLM) is a type of gen AI that focuses on text and code instead of images or audio, although some have begun to integrate different modalities. But there’s a problem with it — you can never be sure if the information you upload won’t be used to train the next generation of the model. It’s not trivial,” she says.

Modeling 132

Modeling Enterprise Marketing Sales 132

CIO Business Intelligence

APRIL 2, 2024

The US and the UK have signed an agreement to test the safety of large language models (LLMs) that underpin AI systems. Similarly, in the UK, firms such as OpenAI, Meta, and Microsoft have signed voluntary agreements to open up their latest generative AI models for review by the country’s AISI, which was set up at the UK AI Safety Summit.

Testing 75

Testing Modeling Data Processing Measurement 75

CIO Business Intelligence

MAY 6, 2024

2023: Greater flexibility, challenging decisions In 2023, the cloud services space — including hosting and managed and migration services — continued to experience impressive growth, eclipsing $564B in total spend. Here is a closer look at recent and forecasted developments in the cloud market that CIOs should be aware of.

Marketing 127

Marketing Strategy IT Data Processing 127

Octopai

MARCH 16, 2020

Access all your business intelligence processes and information from wherever you are, on a single centralized cloud metadata platform. Well before this coronavirus pandemic, zero-touch or remote work had already been revolutionizing the way businesses operate. Businesses have more data than ever to manage, find, and match.

Business Intelligence 52

Business Intelligence Metadata Data Processing Reporting 52

CIO Business Intelligence

MAY 14, 2024

Private cloud providers may be among the key beneficiaries of today’s generative AI gold rush as, once seemingly passé in favor of public cloud, CIOs are giving private clouds — either on-premises or hosted by a partner — a second look. You don’t want a mistake to happen and have it end up ingested or part of someone else’s model.

IT 140

IT Data Processing Enterprise Modeling 140

CIO Business Intelligence

AUGUST 16, 2023

ChatGPT is capable of doing many of these tasks, but the custom support chatbot is using another model called text-embedding-ada-002, another generative AI model from OpenAI, specifically designed to work with embeddings—a type of database specifically designed to feed data into large language models (LLM).

Modeling 91

Modeling Enterprise Cost-Benefit Data Science 91

CIO Business Intelligence

MARCH 6, 2024

SAP announced today a host of new AI copilot and AI governance features for SAP Datasphere and SAP Analytics Cloud (SAC). In this model, it doesn’t make sense for us to say our catalog has to understand all of these corpuses or data. We are also seeing customers bringing in other data assets from other apps or data sources.

Unstructured Data 111

Unstructured Data Dashboards Business Intelligence Data Governance 111

AWS Big Data

JULY 14, 2023

Defining and capturing a business capability model If an enterprise doesn’t have a system to capture the business capability model, consider defining and finding a way to capture the model for better insight and visibility, and then map it with digital assets like APIs.

Modeling 73

Modeling Visualization Reporting Measurement 73

datapine

SEPTEMBER 27, 2022

Business leaders, developers, data heads, and tech enthusiasts – it’s time to make some room on your business intelligence bookshelf because once again, datapine has new books for you to add. We have already given you our top data visualization books , top business intelligence books , and best data analytics books.

Business Intelligence 292

Business Intelligence Data Warehouse Data Processing Data mining 292

AWS Big Data

APRIL 17, 2024

Analytics as a service (AaaS) is a business model that uses the cloud to deliver analytic capabilities on a subscription basis. This model provides organizations with a cost-effective, scalable, and flexible solution for building analytics. The following diagram illustrates the two delivery models.

Data Warehouse 102

Data Warehouse Analytics Cost-Benefit Modeling 102

CIO Business Intelligence

MARCH 18, 2024

They’re split into two main categories — Nvidia NIM, which covers microservices related to deploying production AI models, and CUDA-X, for microservices like cuOpt, the company’s optimization engine. A host of further integrations is also coming to AI Enterprise 5.0, the company said. Nvidia’s AI Enterprise 5.0

Enterprise 83

Enterprise Data Processing Optimization Modeling 83

CIO Business Intelligence

FEBRUARY 20, 2024

Recent research by McGuide Research Services for Avanade found 91% of organisations in the sector believe they need to shift to an AI-first operating model within the next 12 months, while 87% of employees feel generative AI tools will make them more efficient, and more innovative.

Cost-Benefit 98

Cost-Benefit Data Lake Data Warehouse Data Integration 98

Smart Data Collective

JUNE 15, 2021

However, it is important to make sure that you understand the potential role of AI and what business model to build around it. However, even the most brilliant idea built around AI technology can fail without a proper business model. Not even the most sophisticated AI technology can make up for a subpar business model.

Modeling 91

Modeling Advertising Cost-Benefit Machine Learning 91

CIO Business Intelligence

MAY 15, 2024

Driving a hybrid cloud roadmap that elevates business success was the discussion topic of a round table hosted by CIO and IDC I attended this week. Attendees discussed the cost impact of moving from legacy systems to a hybrid model. The IT leaders in Toronto agreed. Cloud Computing, Events, IT Leadership

Cost-Benefit 88

Cost-Benefit B2B Data Processing Technology 88

IBM Big Data Hub

AUGUST 28, 2023

It’s no wonder then that Macmillan needs sophisticated business intelligence (BI) and data analytics. This data is leveraged by departments throughout the organization and is essential to their business operations. As business processes grew more complex, the data transparency and visibility suffered.

Publishing 51

Publishing Analytics Business Intelligence Operational Reporting 51

Jet Global

APRIL 30, 2024

Therefore, the way the embedded analytics application is hosted plays a vital role. Secure hosting ensures the data connector remains protected, minimizing the risk of unauthorized access to your sensitive information. Managed Cloud : In this setup, the analytics vendor manages the server hosting on your behalf.

Analytics 52

Analytics Data Processing Dashboards Reporting 52

CIO Business Intelligence

MAY 7, 2024

And even the companies that have heavily invested in SAP on-premise for years are moving to the cloud, with Microsoft Teams and Microsoft 365 — best-of-breed applications — or they host their ERP systems. All business models, across all industries, and especially in Germany, are undergoing fundamental changes.

Forecasting 108

Forecasting Data Processing Software Measurement 108

datapine

DECEMBER 11, 2019

SaaS is a software distribution model that offers a lot of agility and cost-effectiveness for companies, which is why it’s such a reliable option for numerous business models and industries. Flexible payment options: Businesses don’t have to go through the expense of purchasing software and hardware.

Software 314

Software Cost-Benefit Data Processing Data-driven 314

Sisense

FEBRUARY 16, 2021

Every aspect of analytics is powered by a data model. A data model presents a “single source of truth” that all analytics queries are based on, from internal reports and insights embedded into applications to the data underlying AI algorithms and much more. Data modeling organizes and transforms data. Data modeling in Jinja.

Modeling 52

Modeling OLAP Data Warehouse Cost-Benefit 52

Howard Dresner

NOVEMBER 6, 2014

Similarly, it’s becoming a powerful way to distribute data and information in business intelligence initiatives. Several business intelligence vendors even promote storytelling as a needed component of data discovery. He hosts a weekly tweet chat (#BIWisdom) on Twitter each Friday.

Business Intelligence 45

Business Intelligence ROI Interactive Statistics 45

CIO Business Intelligence

FEBRUARY 6, 2023

for instance, uses artificial intelligence to build custom insurance policies and financial services for businesses as well as consumer policies. Matt Marolda, the company’s chief innovation officer who came on board in 2021, has played a key role developing AI models for “custom-tailored” insurance packages, for example.

Insurance 117

Insurance IT Digital Transformation Machine Learning 117

datapine

MAY 31, 2022

Instead of installing software on your own servers, SaaS companies enable you to rent software that’s hosted, this is typically the case for a monthly or yearly subscription fee. More and more CRM, marketing, and finance-related tools use SaaS business intelligence and technology, and even Adobe’s Creative Suite has adopted the model.

Risk 237

Risk Cost-Benefit Business Intelligence Data-driven 237

CIO Business Intelligence

APRIL 10, 2024

The company needs massive computing power with CPUs and GPUs that are optimized for AI development, says Clark, adding that Seekr looked at the infrastructure it would need to build and train its huge AI models and quickly determined that buying and maintaining the hardware would be prohibitively expensive. Clark says.

IT 112

IT Testing Optimization Modeling 112

CIO Business Intelligence

FEBRUARY 27, 2024

Like many complex businesses, we are an evolving hybrid model that maintains compute and storage capabilities in the public cloud, on-prem, with our co-location partner, and industry cloud partners,” Shields adds. This refinement of thinking about the cloud comes as hefty AI costs loom on the horizon. “I

Strategy 143

Strategy Cost-Benefit Data Processing Data-driven 143

Jet Global

APRIL 18, 2024

By seamlessly integrating industry-leading data intelligence and control features directly into your existing platform, embedded analytics unlocks significant advantages. Concerns over high infrastructure costs for self-hosting BI and analytics for your applications can stifle growth. Why Embedded Analytics? Here’s how.

Marketing 52

Marketing Analytics Data Processing Cost-Benefit 52

CIO Business Intelligence

NOVEMBER 16, 2022

Brown recently spoke with CIO Leadership Live host Maryfran Johnson about advancing product features via sensor data, accelerating digital twin strategies, reinventing supply chain dynamics and more. That is part of the value we bring to the table. Here are some edited excerpts of that conversation.

IT 133

IT Modeling Digital Transformation Data Governance 133

AWS Big Data

MAY 28, 2024

Now get ready as we embark on the second part of this series, where we focus on the AI applications with Kinesis Data Streams in three scenarios: real-time generative business intelligence (BI), real-time recommendation systems, and Internet of Things (IoT) data streaming and inferencing.

IoT 93

IoT Analytics Dashboards Data-driven 93

CIO Business Intelligence

NOVEMBER 21, 2023

Still, there is a steep divide between rogue and shadow IT, which came under discussion at a recent Coffee with Digital Trailblazers event I hosted. Without a strong delivery model and communication plan, frustrated business stakeholders are likelier to buy and try implementing a technology solution without IT’s involvement.

IT 131

IT Risk Cost-Benefit Risk Management 131

CIO Business Intelligence

MAY 7, 2024

Red hat announced refinements to the Ansible Lightspeed service today that make the code recommendations more relevant, including: Model customization/tuning. Users can now use their existing Ansible content with the IBM watsonx Code Assistant to train the model.

IT 122

IT Dashboards Enterprise Data Processing 122

IBM Big Data Hub

NOVEMBER 14, 2023

Data-as-a-Service and data marketplaces are well established to create data value from initiatives built on data analytics, big data and business intelligence. IBM watsonx.data offers connectivity flexibility and hosting of data product lakehouses built on Red Hat OpenShift for an open hybrid cloud deployment.

Strategy 106

Strategy Cost-Benefit Data-driven Measurement 106

CIO Business Intelligence

MARCH 22, 2024

It’s following in the footsteps of IBM and Microsoft, which like the German telco have an edge over regular companies contemplating a similar move to Rise in that they have their own clouds in which to host the applications and their own IT services divisions to make the move.

Data Processing 93

Data Processing Data Warehouse Management Software 93

CIO Business Intelligence

SEPTEMBER 26, 2023

This demand in AI and generative AI workloads, according to co-founder CTO Larry Ellison , will sustain itself as enterprises continue feeding data to AI engines or models to keep them up-to-date or relevant, which in turn will create demand for Oracle’s offerings for model training, inferencing, and grounding.

Strategy 132

Strategy Data Processing Data-driven Machine Learning 132

CIO Business Intelligence

APRIL 11, 2024

Oracle Cloud Infrastructure is now capable of hosting a full range of traditional and modern IT workloads, and for many enterprise customers, Oracle is a proven vendor,” says David Wright, vice president of research for cloud infrastructure strategies at research firm Gartner.

Enterprise 121

Enterprise IT Data Processing Strategy 121

CIO Business Intelligence

APRIL 29, 2024

GitHub Copilot is still using a much smaller model,” Patel said. The demand for AI is so large that there simply isn’t enough capacity to put large language models (LLMs) into every application that enterprises want to. AWS and Google both have capacity issues as well. Microsoft is not unique,” said Semianalysis’ Patel.

Enterprise 94

Enterprise Data Processing Forecasting Modeling 94

CIO Business Intelligence

NOVEMBER 27, 2023

On top of that, Gen AI, and the large language models (LLMs) that power it, are super-computing workloads that devour electricity.Estimates vary, but Dr. Sajjad Moazeni of the University of Washington calculates that training an LLM with 175 billion+ parameters takes a year’s worth of energy for 1,000 US households. Not at all.

Risk 123

Risk Cost-Benefit Modeling Optimization 123

CIO Business Intelligence

JUNE 19, 2023

No industry generates as much actionable data as the finance industry, and as AI enters the mainstream, user behaviour and corporate production and service models will all need to quickly adapt. model – an acronym for Multi-DC-As-A-Computer, E2E Experience, Green, and Autonomous. This model treats entire data centres as computers. “We

Finance 95

Finance Unstructured Data Data Processing Data Architecture 95

CIO Business Intelligence

MAY 22, 2024

Vietnam already plays host to Intel’s largest plant for silicon test and assembly, while other giants are looking to join or expand. billion in annual revenue, FPT spreads its interests across telecoms, datacenter hosting, software development and, increasingly, AI.

Manufacturing 104

Manufacturing Data Processing Testing Software 104