CIO Business Intelligence

DECEMBER 19, 2023

If CIOs don’t improve conversions from pilot to production, they may find their investors losing patience in the process and culture of experimentation. In the SANS 2023 DevSecOps Survey , less than 22% of respondents patched and resolved critical security risks and vulnerabilities in under two days.

Digital Transformation 143

Digital Transformation Unstructured Data Machine Learning Risk Management 143

CIO Business Intelligence

SEPTEMBER 10, 2024

I built it externally for $50,000 in just five weeks—from concept to market testing. Balancing risk and innovation Despite these challenges, genAI offers immense potential to enhance employee productivity and create new opportunities. However, its impact on culture must be carefully considered to maximize benefits and mitigate risks.

IT 122

IT Risk Risk Management Predictive Modeling 122

CIO Business Intelligence

JULY 11, 2023

For example, a good result in a single clinical trial may be enough to consider an experimental treatment or follow-on trial but not enough to change the standard of care for all patients with a specific disease. A provider should be able to show a customer or a regulator the test suite that was used to validate each version of the model.

Modeling 95

Modeling Testing Experimentation Risk Management 95

CIO Business Intelligence

MARCH 5, 2024

Many other platforms, such as Coveo’s Relative Generative Answering , Quickbase AI , and LaunchDarkly’s Product Experimentation , have embedded virtual assistant capabilities but don’t brand them copilots. Today, top AI-assistant capabilities delivering results include generating code, test cases, and documentation.

Advertising 124

Advertising Cost-Benefit Experimentation Reporting 124

CIO Business Intelligence

APRIL 14, 2023

In fact, it’s likely your organization has a large number of employees currently experimenting with generative AI, and as this activity moves from experimentation to real-life deployment, it’s important to be proactive before unintended consequences happen.

Risk 122

Risk Experimentation Marketing Risk Management 122

IBM Big Data Hub

JUNE 10, 2024

Facilitating rapid experimentation and innovation In the age of AI, rapid experimentation and innovation are essential for staying ahead of the competition. XaaS models facilitate experimentation by providing businesses with access to a wide range of AI tools, platforms and services on demand.

Experimentation 62

Experimentation Optimization Risk Management Machine Learning 62

CIO Business Intelligence

JULY 31, 2023

As vendors add generative AI to their enterprise software offerings, and as employees test out the tech, CIOs must advise their colleagues on the pros and cons of gen AI’s use as well as the potential consequences of banning or limiting it. Some companies have lifted their bans and are allowing limited use of the technology; others have not.

Strategy 98

Strategy Risk Enterprise Risk Management 98

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. With built-in compliance documentation and automated governance, the DataRobot AI Platform lets regulated industries scale AI with unprecedented speed and confidence.

Data-driven 59

Data-driven Machine Learning Experimentation Data Lake 59

CIO Business Intelligence

FEBRUARY 3, 2023

He says that IT remains largely in-house across helpdesk, data analytics, cybersecurity and development, bar small pockets of outsourced capability for software development and testing, and suggests that business growth hasn’t been the only challenge—not least in the days after Queen Elizabeth II’s death last September.

IT 52

IT Experimentation Scorecard Digital Transformation 52

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

APRIL 22, 2025

Balancing innovation and risk Integrating risk management into innovation initiatives can uncover new opportunities, support the case for future investments and reduce the impact of potential failures. To succeed in todays fast-paced business landscape, IT leaders must skillfully blend innovation with strategic risk management.

Technology 94

Technology Uncertainty Experimentation Risk Management 94

CIO Business Intelligence

APRIL 16, 2025

Innovator/experimenter: enterprise architects look for new innovative opportunities to bring into the business and know how to frame and execute experiments to maximize the learnings. This requires close attention to the detail, auditing/testing, planning and designing upfront.

Enterprise 115

Enterprise Strategy Risk Business Objectives 115