CIO Business Intelligence

JUNE 8, 2022

Digital disruption, global pandemic, geopolitical crises, economic uncertainty — volatility has thrown into question time-honored beliefs about how best to lead IT. If people need to go through multiple layers of approvals, they run the risk of building a very inefficient system. Tumultuous times redefine what constitutes success.

IT 132

IT Cost-Benefit Uncertainty Digital Transformation 132

Smart Data Collective

FEBRUARY 2, 2021

Especially during this time of uncertainty, customers want to know that the businesses they are buying from are ready to protect their personal information. To reduce this risk, companies should only keep the information they need and ensure that all necessary files are kept encrypted. Data breaches damage reputations.

Data Processing 64

Data Processing Risk Uncertainty Strategy 64

CIO Business Intelligence

SEPTEMBER 13, 2023

Recent research we conducted with IDC, more than 70% of businesses believe financial and environmental regulations will become more of a threat, while source suggests 88% of boards regard cybersecurity as a business risk. The volume of highly sensitive data now hosted in the cloud is on an upward trajectory.

IT 87

IT Unstructured Data Uncertainty Strategy 87

CIO Business Intelligence

JUNE 25, 2023

For all the risks of hallucinations or bad behavior from models trained on the open internet, generative AI strategy in all our organizations is about unlocking the potential of well-intentioned people to create well-intentioned AIs tailored to their specific context. But it can do much more. Artificial Intelligence, Machine Learning

Finance 95

Finance Uncertainty Strategy Modeling 95

O'Reilly on Data

MARCH 31, 2020

But there’s a host of new challenges when it comes to managing AI projects: more unknowns, non-deterministic outcomes, new infrastructures, new processes and new tools. Machine learning adds uncertainty. Underneath this uncertainty lies further uncertainty in the development process itself.

Management 327

Management Machine Learning Experimentation Metrics 327

CIO Business Intelligence

MARCH 9, 2023

In an IT marketplace marked by turbulence, inflation, and economic uncertainty, the process of contracting with vendors for technology products and services has gotten significantly more challenging for CIOs. Deals done by IT departments alone provide leading-edge technology but often at high cost and legal risk.

Cost-Benefit 97

Cost-Benefit Risk Uncertainty Technology 97

IBM Big Data Hub

APRIL 18, 2024

According to Andreessen Horowitz (link resides outside IBM.com ) , in 2023, the average spend on foundation model application programming interfaces (APIs), self-hosting and fine-tuning models across surveyed companies reached USD 7 million. The AGI would need to handle uncertainty and make decisions with incomplete information.

Cost-Benefit 91

Cost-Benefit Modeling Manufacturing Interactive 91

bridgei2i

JUNE 11, 2020

Froelich, a Republican congressman and amplified by Johnny Carson, host of the late-night TV talk, The Tonight Show. If nothing else, this anecdote offers valuable insight into the impact that uncertainty of any kind has on consumer behaviour; it triggers volatility. *In Some of the demand could be simply panic or distress buying.

Digital Transformation 52

Digital Transformation Sales Uncertainty Forecasting 52

Sisense

DECEMBER 13, 2021

Without leveraging this information, businesses can easily fall into the same patterns that can stunt growth–failing to attract new customers and even leaving themselves open to security risks. This insight can inform future partnerships, and reduce uncertainty about which services will be most relevant and useful.

Data-driven 59

Data-driven IT Business Intelligence Cost-Benefit 59

Sisense

OCTOBER 6, 2020

These techniques allow you to: See trends and relationships among factors so you can identify operational areas that can be optimized Compare your data against hypotheses and assumptions to show how decisions might affect your organization Anticipate risk and uncertainty via mathematically modeling.

Statistics 98

Statistics Unstructured Data Data-driven Visualization 98

Domino Data Lab

JUNE 2, 2019

Trying to dissect a model to divine an interpretation of its results is a good way to throw away much of the crucial information – especially about non-automated inputs and decisions going into our workflows – that will be required to mitigate existential risk. Because of compliance. Admittedly less Descartes, more Wednesday Addams.

Data-driven 110

Data-driven Data Science Machine Learning Modeling 110

The Unofficial Google Data Science Blog

JULY 22, 2020

One reason to do ramp-up is to mitigate the risk of never before seen arms. A ramp-up strategy may mitigate the risk of upsetting the site’s loyal users who perhaps have strong preferences for the current statistics that are shown. For example, imagine a fantasy football site is considering displaying advanced player statistics.

Experimentation 95

Experimentation Statistics Testing Strategy 95

CIO Business Intelligence

FEBRUARY 27, 2023

The company’s cloud-based infrastructure is hosted in Germany, with its infrastructure and customer code stored in one data center and backups of both in another. “An For us, the uncertainty of not knowing if the staff were safe was the most difficult part. “The pandemic taught us to be flexible and work effectively remotely.

Software 73

Software Marketing Uncertainty Technology 73