CIO Business Intelligence

SEPTEMBER 12, 2024

While his statement long predates the incredible generative AI explosion of 2023, his point is even more relevant in the case of free online generative AI tools. If the code isn’t appropriately tested and validated, the software in which it’s embedded may be unstable or error-prone, presenting long-term maintenance issues and costs.

Experimentation 111

Experimentation Risk Cost-Benefit Strategy 111

CIO Business Intelligence

MAY 1, 2024

For example, a quarter of IT decision-makers in Foundry’s 2023 AI Priorities Study are piloting gen AI technologies, but only 20% have moved on to deployment. But talking to IT teams like the AI professionals in Intel’s 2023 ML Insider survey suggests only 10% of organizations put gen AI solutions into production in 2023.

Cost-Benefit 143

Cost-Benefit Metrics Insurance Measurement 143

CIO Business Intelligence

DECEMBER 19, 2023

This year’s technology darling and other machine learning investments have already impacted digital transformation strategies in 2023 , and boards will expect CIOs to update their AI transformation strategies frequently. Luckily, many are expanding budgets to do so. “94%

Digital Transformation 142

Digital Transformation Unstructured Data Machine Learning Risk Management 142

CIO Business Intelligence

MARCH 7, 2023

While digital initiatives and talent are the board directors’ top strategic business priorities in 2023-2024, IT spending is forecasted to grow by only 2.4% Devops teams now look to shift left security and implement continuous testing to develop more innovative, secure, and reliable features from the start.

Digital Transformation 145

Digital Transformation Data Governance Experimentation Machine Learning 145

CIO Business Intelligence

MARCH 28, 2023

Here are some ways leaders can cultivate innovation: Build a culture of experimentation. Create a culture of experimentation and continuous improvement by giving employees the freedom to test new ideas and approaches to sustainability. Invest in technology. Register today. IT Leadership

Experimentation 97

Experimentation Metrics Measurement Digital Transformation 97

CIO Business Intelligence

JULY 3, 2024

The stories abound about pricing increases following Broadcom’s acquisition of VMware in late 2023. In the short term this might be the only practical option as the options might require both time and experimentation. Option 4: Test and Select a Non-VMware Hypervisor There are other hypervisors (some of which are named in Option 3).

Testing 85

Testing Modeling Marketing Experimentation 85

CIO Business Intelligence

JUNE 1, 2023

Fast forward to early 2023, and our survey found that only 36% of respondents prioritized metaverse programs, instead elevating AI (79%) and digital experience (56%) as top priorities. At the time, more than half of those polled said they had invested in “metaverse-like technologies.”

Marketing 97

Marketing B2B Experimentation Cost-Benefit 97

CIO Business Intelligence

JULY 28, 2023

Tight budgets and labor shortages have remained an ongoing challenge for IT leaders in 2023. In addition to bottom-line benefits, employees are often inspired and motivated by innovation – seeking job opportunities that encourage experimentation and embrace new ideas. Step #4: Leverage AI and automation to scale AI is everywhere!

IT 98

IT Experimentation Digital Transformation Marketing 98

CIO Business Intelligence

APRIL 25, 2024

During the summer of 2023, at the height of the first wave of interest in generative AI, LinkedIn began to wonder whether matching candidates with employers and making feeds more useful would be better served with the help of large language models (LLMs). And at LinkedIn scale, those matchmaking processes have always relied on technology.

IT 139

IT Experimentation Cost-Benefit Metrics 139

CIO Business Intelligence

AUGUST 25, 2023

In this conversation with Foundry, Mitali discusses the accelerated importance of technology in healthcare, on enabling healthcare providers with data and why her team isn’t afraid of experimentation. Involve them during the creation and testing process, so they develop a sense of ownership for the solutioning systems.

Experimentation 95

Experimentation Digital Transformation Technology Data Collection 95

CIO Business Intelligence

OCTOBER 18, 2023

If anything, 2023 has proved to be a year of reckoning for businesses, and IT leaders in particular, as they attempt to come to grips with the disruptive potential of this technology — just as debates over the best path forward for AI have accelerated and regulatory uncertainty has cast a longer shadow over its outlook in the wake of these events.

Risk 140

Risk Manufacturing Enterprise Technology 140

Dataiku

MARCH 25, 2024

One limitation observed while testing the LENS approach, particularly in VQA, is its heavy reliance on the output of the first modules, namely CLIP and BLIP captions. A pilot program conducted from March 2023 to August 2023 aimed to explore responsible deployment strategies for GPT-4V.

Visualization 132

Visualization Modeling Experimentation Testing 132

CIO Business Intelligence

OCTOBER 24, 2024

As they look to operationalize lessons learned through experimentation, they will deliver short-term wins and successfully play the gen AI — and other emerging tech — long game,” Leaver said. The rest of their time is spent creating designs, writing tests, fixing bugs, and meeting with stakeholders. “So

ROI 108

ROI Data-driven Enterprise Experimentation 108

Cloudera

OCTOBER 8, 2024

By 2023, the focus shifted towards experimentation. Advanced Deployment Patterns: Supports sophisticated deployment strategies like canary and blue-green deployments*, as well as A/B testing*, enabling safe and gradual rollouts of new model versions.

Optimization 74

Optimization Experimentation Metrics Modeling 74

CIO Business Intelligence

AUGUST 2, 2023

Rapid Innovation : The modular nature of composable architectures fosters experimentation and rapid iteration, encouraging continuous innovation. Our Expert Services team can support you in product and project management, technical architecture, front-end engineering, quality assurance, and testing support.

Cost-Benefit 96

Cost-Benefit Experimentation Digital Transformation Optimization 96

CIO Business Intelligence

JULY 31, 2023

Just look at the stats:Some 45% of 2,500 executives polled for a May 2023 report from research firm Gartner said the publicity around ChatGPT prompted them to increase their AI investments, 70% said their organization is already exploring gen AI, and 19% are in actual pilot or production mode.

Strategy 98

Strategy Risk Enterprise Risk Management 98

AWS Big Data

AUGUST 21, 2023

In particular, our experimentation shows that hybrid search, combining lexical and vector approaches, typically results in a 15% improvement in search result quality over lexical or vector search alone on industry-standard test sets, as measured by the NDCG@10 metric (Normalized Discounted Cumulative Gain in the first 10 results).

Data Processing 96

Data Processing Visualization Experimentation Metrics 96

DataRobot Blog

MARCH 7, 2023

DataRobot on Azure accelerates the machine learning lifecycle with advanced capabilities for rapid experimentation across new data sources and multiple problem types. For more information, visit [link]. DataRobot AI Platform is available via Azure Marketplace. DATAROBOT LAUNCH EVENT From Vision to Value.

Data-driven 59

Data-driven Machine Learning Experimentation Data Lake 59

AWS Big Data

MAY 2, 2023

Earlier in 2023, we added support for Apache Airflow v2.4.3 Test the feature To test this feature, run the producer DAG. Removal of experimental Smart Sensors. Test the feature Upload the four sample text files from the local data folder to an S3 bucket data folder. Test your DAGs using the new Apache Airflow v2.4.3

Testing 112

Testing Experimentation Management Metadata 112

AWS Big Data

MAY 24, 2023

The following examples are also available in the sample notebook in the aws-samples GitHub repo for quick experimentation. Update your-iceberg-storage-blog in the following configuration with the bucket that you created to test this example. Note the configuration parameters s3.write.tags.write-tag-name

Data Lake 90

Data Lake Snapshot Metadata Optimization 90

CIO Business Intelligence

OCTOBER 9, 2023

Christian Mate, CIO, Elara Caring Elara Caring CIOs have more tactical aspirations right now, especially with regard to digital initiatives, according to Gartner’s 2023 CIO and Technology Executive Agenda. Hyatt’s experimental mindset and listen-first approach are heavily applied to IT’s pursuit of innovation, he says.

Strategy 136

Strategy Technology Experimentation Testing 136

CIO Business Intelligence

FEBRUARY 21, 2023

Yet in 2023, the brewer faces new constraints, such as an expected recession, rising barley and energy prices, and aluminum supply chain shortages. Heineken owns its piece of history, too, from becoming the first brewer to introduce quality control laboratories to the first legally sold beer in the US after prohibition was revoked in 1933.

Digital Transformation 103

Digital Transformation Sales Experimentation Optimization 103

CIO Business Intelligence

AUGUST 17, 2023

We’re testing ChatGPT at an individual level,” he says. An IDC survey from March 2023 saw 21% of respondents say they’re already investing in generative AI this year, and a further 55% are exploring potential use cases. Medica’s O’Brien issues a caution as well.

Risk 97

Risk Cost-Benefit Strategy Unstructured Data 97

IBM Big Data Hub

MAY 17, 2024

” Given the statistics—82% of surveyed respondents in a 2023 Statista study cited managing cloud spend as a significant challenge—it’s a legitimate concern. With this organizational change, new teams are being defined, agile project groups created and feedback and testing loops established.

Modeling 96

Modeling Cost-Benefit Optimization Digital Transformation 96

IBM Big Data Hub

APRIL 18, 2024

While leaders have some reservations about the benefits of current AI, organizations are actively investing in gen AI deployment, significantly increasing budgets, expanding use cases, and transitioning projects from experimentation to production. This personalized approach might lead to more effective therapies with fewer side effects.

Cost-Benefit 89

Cost-Benefit Manufacturing Modeling Interactive 89

O'Reilly on Data

JULY 25, 2023

Swift Papers felt like a well-scoped project to test how well AI handles a realistic yet manageable real-world programming task. Here’s how I worked on it: I subscribed to ChatGPT Plus and used the GPT-4 model in ChatGPT (first the May 12, 2023 version, then the May 24 version) to help me with design and implementation.

Consulting 246

Consulting Interactive Software IT 246

CIO Business Intelligence

DECEMBER 6, 2023

As well as a process that includes human review, and encourages experimentation and thorough evaluation of AI suggestions, guardrails need to be put in place as well to stop tasks from being fully automated when it’s not appropriate. Human reviewers should be trained to critically assess AI output, not just accept it at face value.”

IT 133

IT Risk Management Interactive Risk 133

CIO Business Intelligence

OCTOBER 21, 2024

Meanwhile, Foundry found in its 2024 State of the CIO Study that 88% of CIOs said their role has become more digital and innovation focused, up from 85% in 2023. Legacy systems and bureaucratic structures hinder the ability to iterate and experiment rapidly, which is critical for developing and testing innovative solutions.

IT 133

IT Experimentation Cost-Benefit Consulting 133

IBM Big Data Hub

SEPTEMBER 25, 2023

If the exploratory work needs to move on to testing and production, they can plan appropriately. Data Exploration and Innovation: The flexibility of Presto has encouraged data exploration and experimentation at Uber. This way, the queries run much faster. EMA Technical Case Study, sponsored by Ahana.

OLAP 86

OLAP Data Lake Data-driven Snapshot 86

CIO Business Intelligence

SEPTEMBER 27, 2023

By suggesting a number of use cases, we further encourage experimentation and creative application.” The initiative was driven in the first quarter of 2023 by leaders within the customer support organization, says David Lloyd, chief data officer.

Strategy 126

Strategy Risk Data-driven Experimentation 126