CIO Business Intelligence

OCTOBER 3, 2024

From budget allocations to model preferences and testing methodologies, the survey unearths the areas that matter most to large, medium, and small companies, respectively. The complexity and scale of operations in large organizations necessitate robust testing frameworks to mitigate these risks and remain compliant with industry regulations.

Testing 129

Testing Cost-Benefit Experimentation Risk 129

CIO Business Intelligence

OCTOBER 17, 2024

] Forty-one percent of organizations adopted and used digital platforms for all or most functions in 2024, compared with just 26% in 2023, according to IDC’s May 2024 Future Enterprise Resiliency and Spending Survey, Wave 5. Implement robust testing: As the CrowdStrike incident demonstrated, thorough testing is crucial.

Risk 108

Risk Experimentation Testing Strategy 108

CIO Business Intelligence

OCTOBER 21, 2024

CIOs now list innovation as the most important trait they need to bring to their role, according to a 2024 survey by professional services firm Deloitte — ahead of delivering top-line value and serving as change agents, two endeavors that require innovation to facilitate. Slow progress frustrates teams and discourages future experimentation.”

IT 137

IT Experimentation Cost-Benefit Consulting 137

CIO Business Intelligence

MARCH 10, 2022

Fujitsu remains very much interested in the mainframe market, with a new model still on its roadmap for 2024, and a move under way to “shift its mainframes and UNIX servers to the cloud, gradually enhancing its existing business systems to optimize the experience for its end-users.”

Sales 130

Sales Testing Experimentation Data Processing 130

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 Machine Learning Experimentation 145

Ontotext

JANUARY 10, 2025

Our goal is to test whether GenAI can handle diverse domains effectively and determine if its a viable tool for domain-specific graph-building tasks. Through iterative experimentation, we incrementally added new modules refining the prompts. Prompting The quality of GenAI outputs is heavily influenced by how prompts are formulated.

Informatics 59

Informatics Modeling Metadata Experimentation 59

CIO Business Intelligence

JANUARY 19, 2024

According to data from PayScale, $99,842 is the average base salary for a data scientist in 2024. The exam tests general knowledge of the platform and applies to multiple roles, including administrator, developer, data analyst, data engineer, data scientist, and system architect.

Data Science 126

Data Science Machine Learning Predictive Modeling Forecasting 126

CIO Business Intelligence

AUGUST 1, 2023

The impact of generative AIs, including ChatGPT and other large language models (LLMs), will be a significant transformation driver heading into 2024. Mitigate risks by communicating an LLM governance model The generative AI landscape has more than 100 tools covering test, image, video, code, speech, and other categories.

Digital Transformation 98

Digital Transformation Unstructured Data Strategy Data Science 98

CIO Business Intelligence

SEPTEMBER 10, 2024

Studies like Foundry’s 2024 State of the CIO report reveal a dramatic change in attitude. I built it externally for $50,000 in just five weeks—from concept to market testing. By adopting a lean startup approach, organizations can balance experimentation with risk mitigation.

IT 122

IT Risk Risk Management Predictive Modeling 122

CIO Business Intelligence

FEBRUARY 21, 2023

The firm’s connected brewery IoT platform, for instance, is being used for data ingestion and edge computing in breweries, enabling local teams to analyze, adjust, test and optimize production processes, with this in-turn allowing operations to leverage real-time and historical data to support the workers on the shop floor.

Sales 105

Sales Digital Transformation Experimentation Optimization 105

CIO Business Intelligence

MAY 30, 2024

According to Forrester’s 2024 predictions, 60% of skeptics will overcome their gen AI doubts by the end of the year and appreciate it for its uses in conversational assistants, and its ability to translate and synthesize content. Employees are even calling it a trusted colleague.

Cost-Benefit 119

Cost-Benefit Sales Modeling Experimentation 119

Cloudera

OCTOBER 8, 2024

By 2023, the focus shifted towards experimentation. Now, in 2024, generative AI is moving into the production phase for many companies. 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 75

Optimization Experimentation Metrics Enterprise 75

IBM Big Data Hub

MAY 17, 2024

With this organizational change, new teams are being defined, agile project groups created and feedback and testing loops established. Teams are comfortable with experimentation and skilled in using data to inform business decisions. A DevOps practice is being developed, bringing together cloud engineers and developer groups.

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. 46% of survey respondents in 2024 showed a preference for open source models.

Cost-Benefit 89

Cost-Benefit Manufacturing Modeling Interactive 89

AWS Big Data

SEPTEMBER 13, 2024

Additionally, BPG has not been tested with the Volcano scheduler , and the solution is not applicable in environments using native Amazon EMR on EKS APIs. Test the solution To test the solution, you can submit multiple Spark jobs by running the following sample code multiple times. For example: HTTP/1.1 For example: HTTP/1.1

Management 105

Management Snapshot Cost-Benefit Testing 105

AWS Big Data

JANUARY 9, 2024

This functionality was initially released as experimental in OpenSearch Service version 2.4, We encourage search practitioners to begin testing the search methods available in order to find the right fit for your use case. and is now generally available with version 2.9.

Visualization 108

Visualization Cost-Benefit Modeling Machine Learning 108

IBM Big Data Hub

DECEMBER 14, 2023

The extension of the CIO office’s dedicated data center to the IBM public cloud allowed for experimentation and growth with zero risk. The Terraform automation and automated regression testing allowed me to reliably change the connection mechanism from direct link to VPN. Automated regression tests are a dynamite.

Experimentation 65

Experimentation Testing Software Management 65

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 Delete the EMR cluster.

Data Lake 93

Data Lake Snapshot Metadata Optimization 93

Ontotext

APRIL 3, 2024

Nimit Mehta: I think that 2024 is going to be a buckle-down year, but, at the same time, we’ll see a rapid explosion of experimentation. ” So, maybe they are open to some testing and exploration, but when it’s prime time, larger organizations won’t run the risk of putting something untested. It’s open. Maybe later.

Technology 45

Technology Risk Digital Transformation Measurement 45

CIO Business Intelligence

DECEMBER 24, 2024

Like most years, 2024 also saw its share of IT disasters. CrowdStrike blamed a hole in its software testing tool for the flaw in a sensor configuration update released to Windows systemson July 19. And way back in 2016, Tay, an experimental AI chatbot Microsoft let loose on Twitter, voiced support for genocide and for Nazis.

IT 136

IT Reporting Testing Software 136

CIO Business Intelligence

NOVEMBER 19, 2024

According to a recent IDC study (Future Enterprise Resiliency and Spending Survey, Wave 4, IDC, April 2024), companies are conducting an average of 37 GenAI proofs of concept (POCs), with only five advancing to production. Solution: Conduct thorough scalability testing and use modular architectures to facilitate easier scaling.

Consulting 137

Consulting Cost-Benefit Experimentation Optimization 137

CIO Business Intelligence

APRIL 3, 2025

That shouldnt be surprising based on a Gartner study that shows by 2028, 33% of enterprise software applications will include agentic AI, up from less than 1% in 2024, enabling 15% of day-to-day work decisions to be made autonomously. Were evaluation tests created for each scenario for each agent? The future of AI is agentic.

Testing 113

Testing Metrics Measurement Cost-Benefit 113

CIO Business Intelligence

FEBRUARY 5, 2025

Lucidworks study of gen AI investment says that in 2024, business leaders are slowing down spending to balance the benefits, costs, and risks of this relatively new technology. Also in 2024, 42% of companies reported that their gen AI initiatives have yet to deliver meaningful results.

Cost-Benefit 117

Cost-Benefit ROI Metrics Measurement 117

CIO Business Intelligence

MARCH 26, 2025

There must be a consensus among board members and leadership to embrace experimentation understanding that trying and failing is essential for growth. Nikhil Prabhakar has some tried and tested business strategies up his sleeve, like cross-functional teams and shared KPIs.

Business Objectives 103

Business Objectives Finance Digital Transformation Data-driven 103

CIO Business Intelligence

JANUARY 23, 2025

Googles Dear Sydney 2024 Olympics-themed ad for its Gemini LLM-powered chatbot was controversial. And while its beyond the scope of this article, the applicable knowledge gained through our hands-on experimentation with genAI was head and shoulders above simple web searches (e.g., how to help a child with writing).

Experimentation 116

Experimentation Uncertainty Data-driven Digital Transformation 116

CIO Business Intelligence

FEBRUARY 19, 2025

If 2023 was the year of experimentation with gen AI, 2024 was when companies zeroed in on use cases and started putting pilot projects into production. The early part of 2024 was disappointing when it comes to ROI, says Traci Gusher, data and analytics leader at EY Americas.

ROI 137

ROI Marketing Sales Software 137

CIO Business Intelligence

JANUARY 15, 2025

At the beginning of 2024, gen AI was all about individual use cases along the software lifecycle, Zhang says. Were moving very fast to put these into a queue to execute on, pilot, and test, he says. Theres so much learning that happens through experimentation and iteration, says Gartner analyst Arun Chandrasekaran.

Cost-Benefit 141

Cost-Benefit ROI Reporting Software 141

CIO Business Intelligence

FEBRUARY 7, 2025

These include collecting evidence of control operations for the internal audit team, testing that evidence automatically, and producing regular reports on such things as false-positive cybersecurity events. Organizations should promote a culture of continuous improvement, experimentation, and empowerment.

Insurance 93

Insurance Business Driver Unstructured Data Experimentation 93