CIO Business Intelligence

JULY 25, 2024

It also highlights the downsides of concentration risk. What is concentration risk? Looking to the future, IT leaders must bring stronger focus on “concentration risk”and how these supply chain risks can be better managed. Unfortunately, the complexity of multiple vendors can lead to incidents and new risks.

Risk 144

Risk Cost-Benefit Strategy Enterprise 144

O'Reilly on Data

OCTOBER 30, 2023

These should not be a random grab-bag of measures thought up by outside regulators or advocates, but disclosures of the actual measurements and methods that the companies use to manage their AI systems. Methods by which the AI provider manages and mitigates risks identified via Red Teaming, including their effectiveness.

Measurement 304

Measurement Risk Metrics Modeling 304

CIO Business Intelligence

OCTOBER 16, 2024

In the executive summary of the updated RSP , Anthropic stated, “in September 2023, we released our Responsible Scaling Policy (RSP), a public commitment not to train or deploy models capable of causing catastrophic harm unless we have implemented safety and security measures that will keep risks below acceptable levels.

Risk 117

Risk IT Measurement Modeling 117

CIO Business Intelligence

SEPTEMBER 17, 2024

CISOs can only know the performance and maturity of their security program by actively measuring it themselves; after all, to measure is to know. However, CISOs aren’t typically measuring their security program proactively or methodically to understand their current security program.

Measurement 111

Measurement Metrics Risk Dashboards 111

CIO Business Intelligence

APRIL 23, 2024

As CIO, you’re in the risk business. Or rather, every part of your responsibilities entails risk, whether you’re paying attention to it or not. There are, for example, those in leadership roles who, while promoting the value of risk-taking, also insist on “holding people accountable.” You can’t lose.

Risk 116

Risk IT Insurance Risk Management 116

CIO Business Intelligence

NOVEMBER 7, 2024

The UK government has introduced an AI assurance platform, offering British businesses a centralized resource for guidance on identifying and managing potential risks associated with AI, as part of efforts to build trust in AI systems. Meanwhile, the measures could also introduce fresh challenges for businesses, particularly SMEs.

Risk 130

Risk Management Measurement Consulting 130

CIO Business Intelligence

MAY 24, 2024

GRC certifications validate the skills, knowledge, and abilities IT professionals have to manage governance, risk, and compliance (GRC) in the enterprise. Enter the need for competent governance, risk and compliance (GRC) professionals. What are GRC certifications? Why are GRC certifications important?

Risk 119

Risk Risk Management Management Enterprise 119

CIO Business Intelligence

AUGUST 21, 2024

It wasn’t just a single measurement of particulates,” says Chris Mattmann, NASA JPL’s former chief technology and innovation officer. “It It was many measurements the agents collectively decided was either too many contaminants or not.” They also had extreme measurement sensitivity. Adding smarter AI also adds risk, of course.

Risk 136

Risk Insurance Cost-Benefit Software 136

CIO Business Intelligence

FEBRUARY 20, 2024

The risks and opportunities of AI AI is opening a new front in this cyberwar. These measures mandate that healthcare organisations adequately protect patient data, and that notification must be given in the event of a data breach. The healthcare sector is far and away the number one target for cybercriminals.

Risk 122

Risk Insurance Measurement Strategy 122

CIO Business Intelligence

DECEMBER 20, 2023

This has spurred interest around understanding and measuring developer productivity, says Keith Mann, senior director, analyst, at Gartner. Therefore, engineering leadership should measure software developer productivity, says Mann, but also understand how to do so effectively and be wary of pitfalls.

Measurement 124

Measurement Software IT Metrics 124

O'Reilly on Data

MAY 27, 2020

Using the new scores, Apgar and her colleagues proved that many infants who initially seemed lifeless could be revived, with success or failure in each case measured by the difference between an Apgar score at one minute after birth, and a second score taken at five minutes. Credit scores.

Risk 355

Risk Testing Reporting Measurement 355

CIO Business Intelligence

MARCH 19, 2024

Ask your average schmo what the biggest risks of artificial intelligence are, and their answers will likely include: (1) AI will make us humans obsolete; (2) Skynet will become real, making us humans extinct; and maybe (3) deepfake authoring tools will be used by bad people to do bad things. Risks perceived by an average schmo 1.

Risk 124

Risk Machine Learning Risk Management Measurement 124

CIO Business Intelligence

JANUARY 3, 2024

The risk of going out of business is just one of many disaster scenarios that early adopters have to grapple with. And it’s not just start-ups that can expose an enterprise to AI-related third-party risk. Model training Vendors training their models on customer data isn’t the only training-related risk of generative AI.

Risk 131

Risk Modeling Enterprise Marketing 131

CIO Business Intelligence

AUGUST 13, 2024

As with any new technology, however, security must be designed into the adoption of AI in order to minimize potential risks. How can you close security gaps related to the surge in AI apps in order to balance both the benefits and risks of AI? The need for robust security measures is underscored by several key factors.

Risk 119

Risk Cost-Benefit Enterprise Modeling 119

O'Reilly on Data

JULY 28, 2020

These measures are commonly referred to as guardrail metrics , and they ensure that the product analytics aren’t giving decision-makers the wrong signal about what’s actually important to the business. When a measure becomes a target, it ceases to be a good measure ( Goodhart’s Law ). Any metric can and will be abused.

Marketing 363

Marketing Experimentation Metrics Testing 363

O'Reilly on Data

JUNE 15, 2023

Should we risk loss of control of our civilization?” If we want prosocial outcomes, we need to design and report on the metrics that explicitly aim for those outcomes and measure the extent to which they have been achieved. Should we automate away all the jobs, including the fulfilling ones?

Metrics 289

Metrics Reporting Measurement Finance 289

CIO Business Intelligence

MAY 23, 2024

There is measurable progress, however, as data from the company’s connected products are collected in its own platform, where customers have access to information via a portal. “In Everything from simple translation services to more advanced solutions for creating product catalogues or risk analyses,” says Nilsson.

Digital Transformation 111

Digital Transformation Measurement Cost-Benefit Data Warehouse 111

CIO Business Intelligence

OCTOBER 17, 2024

While tech debt refers to shortcuts taken in implementation that need to be addressed later, digital addiction results in the accumulation of poorly vetted, misused, or unnecessary technologies that generate costs and risks. million machines worldwide, serves as a stark reminder of these risks. Assume unknown unknowns.

Risk 108

Risk Experimentation Testing Strategy 108

CIO Business Intelligence

OCTOBER 8, 2024

You risk adding to the hype where there will be no observable value. The learning phase Two key grounding musts: Non-mission critical workloads and (public) data Internal/private (closed) exposure This ensures no corporate information or systems will be exposed to any form of risk. Don’t (yet) worry about business use cases.

Risk 124

Risk Technology Cost-Benefit Internet of Things 124

CIO Business Intelligence

DECEMBER 12, 2024

While intended to reduce customer effort, poorly implemented systems risk alienating users, particularly if security or functionality gaps emerge. The escalating security risks As AI adoption accelerates, so too do risks associated with fraud. However, this approach is not without its challenges, the report noted.

Risk 123

Risk Interactive Measurement Digital Transformation 123

O'Reilly on Data

JANUARY 15, 2020

The biggest challenge for businesses, Jezierski says, is correctly identifying and defining goals, and deciding how to measure success. Or is an algorithm trying to find out better ways that are not goaled toward the purpose of insurance, which is a long-term financial pool of risk and social safety net.

Insurance 282

Insurance Measurement Risk IT 282

O'Reilly on Data

SEPTEMBER 15, 2020

Technical sophistication: Sophistication measures a team’s ability to use advanced tools and techniques (e.g., Technical competence: Competence measures a team’s ability to successfully deliver on initiatives and projects. Technical competence results in reduced risk and uncertainty.

Advertising 299

Advertising Cost-Benefit ROI Machine Learning 299

O'Reilly on Data

OCTOBER 22, 2020

It’s also a good indirect measure of training data quality: a team that does not know where their data originated is likely to not know other important details about the data as well. It is important for companies employing ML in these situations to understand how this all fits into the overall risk profile of the company.

Consulting 301

Consulting Risk Cost-Benefit Modeling 301

datapine

OCTOBER 7, 2020

What gets measured gets done.” – Peter Drucker. By setting operational performance measures, you will know what is happening at every stage of your business. Since every business is different, it is essential to establish specific metrics and KPIs to measure, follow, calculate, and evaluate. Who will measure it?

KPI 269

KPI Metrics Sales Visualization 269

CIO Business Intelligence

OCTOBER 24, 2024

From prompt injections to poisoning training data, these critical vulnerabilities are ripe for exploitation, potentially leading to increased security risks for businesses deploying GenAI. Artificial Intelligence: A turning point in cybersecurity The cyber risks introduced by AI, however, are more than just GenAI-based.

Risk 128

Risk Measurement Optimization Machine Learning 128

datapine

AUGUST 19, 2020

Inventory metrics are indicators that help you monitor, measure, and assess your performance – and thus, give you some keys to optimize your processes as well as improve them. If you’re centered only on monitoring numbers, without focusing on the human aspect, you risk business bottlenecks in the long run.

Metrics 286

Metrics KPI Cost-Benefit Dashboards 286

CIO Business Intelligence

JUNE 10, 2024

Digital transformation programs promise a wealth of advantages, but unforeseen challenges can cancel out measurable value. It’s important to clearly identify what value you’re expecting to get from your partners against the price you’re paying, as well as the risk you’re taking on as a client. What primary risks lead to value erosion?

Digital Transformation 126

Digital Transformation Risk Measurement IT 126

CIO Business Intelligence

DECEMBER 18, 2024

This year saw emerging risks posed by AI , disastrous outages like the CrowdStrike incident , and surmounting software supply chain frailties , as well as the risk of cyberattacks and quantum computing breaking todays most advanced encryption algorithms. To respond, CIOs are doubling down on organizational resilience.

Risk 52

Risk Risk Management Cost-Benefit ROI 52

CIO Business Intelligence

SEPTEMBER 10, 2024

The proposed rules would require companies to report on development activities, cybersecurity measures, and results from red-teaming tests, which assess risks such as AI systems aiding cyberattacks or enabling non-experts to create chemical, biological, radiological, or nuclear weapons.

Reporting 131

Reporting Measurement Testing Risk 131

O'Reilly on Data

MARCH 31, 2020

Because it’s so different from traditional software development, where the risks are more or less well-known and predictable, AI rewards people and companies that are willing to take intelligent risks, and that have (or can develop) an experimental culture. And you, as the product manager, are caught between them.

Management 338

Management Machine Learning Experimentation Metrics 338

DataKitchen

SEPTEMBER 20, 2021

Minimize Deployment Risk. Measurement DataOps. Once you’ve made progress with your production and development processes, it’s time to start measuring and improving your processes with Measurement DataOps. Productivity – Measure team productivity by the number of tests and analytics created. Enterprise DataOps.

Testing 246

Testing Metrics Measurement Dashboards 246

CIO Business Intelligence

DECEMBER 12, 2024

With the rapid rise of AI, especially GenAI, clients are evaluating risks from partner or vendor use of AI. CIOs and organizations are advised to consider how these risks may impact their operations and security and create contractual terms to address them. They are demanding clear assurances on how AI-related risks are mitigated.

Risk 59

Risk Risk Management Consulting Measurement 59

datapine

SEPTEMBER 29, 2022

5) How Do You Measure Data Quality? In this article, we will detail everything which is at stake when we talk about DQM: why it is essential, how to measure data quality, the pillars of good quality management, and some data quality control techniques. How Do You Measure Data Quality? Table of Contents. 2) Why Do You Need DQM?

Data Quality 241

Data Quality Metrics Data-driven Management 241

datapine

OCTOBER 11, 2023

A Warehouse KPI is a measurement that helps warehousing managers to track the performance of their inventory management, order fulfillment, picking and packing, transportation, and overall operations. It allows for informed decision-making and efficient risk mitigation. Let’s dive in with the definition. What Is A Warehouse KPI?

Metrics 217

Metrics KPI Management Cost-Benefit 217

CIO Business Intelligence

SEPTEMBER 5, 2024

The country’s Industry and Science Minister, Ed Husic, on Thursday, introduced ten voluntary AI guidelines and launched a month-long consultation to assess whether these measures should be made mandatory in high-risk areas.

Consulting 124

Consulting Risk Measurement Finance 124

CIO Business Intelligence

JUNE 27, 2024

Trade associations like the DPA may play a role in supporting the enforcement of such legislation and advocating for other similar measures. Effective risk management will be crucial for addressing legal and reputational risks, and innovation strategies may require adjustments to comply with regulatory standards.

Risk 128

Risk Measurement Risk Management Strategy 128

CIO Business Intelligence

NOVEMBER 27, 2024

Unfortunately, implementing AI at scale is not without significant risks; whether it’s breaking down entrenched data siloes or ensuring data usage complies with evolving regulatory requirements. The platform also offers a deeply integrated set of security and governance technologies, ensuring comprehensive data management and reducing risk.

Data Governance 132

Data Governance Risk Insurance Metadata 132