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 105

Risk Risk Management Consulting Measurement 105

O'Reilly on Data

JANUARY 21, 2025

Or perhaps it cheerfully informs your CEO its archived those sensitive board documentsinto entirely the wrong folder. Security Letting LLMs make runtime decisions about business logic creates unnecessary risk. If needed, it requests more information from the customer, leveraging the LLM to handle the conversation.

Cost-Benefit 312

Cost-Benefit Testing Interactive Software 312

CIO Business Intelligence

FEBRUARY 25, 2025

Here are some of the key risks related to AI that organizations need to bear in mind. No Access Control The lack of access control in Generative AI presents significant security risks in business environments. This concern, already prevalent with general AI, has intensified with the rise of Generative AI, which poses higher risks.

Risk 110

Risk Interactive Modeling Measurement 110

CIO Business Intelligence

FEBRUARY 10, 2025

BMC HelixGPT Vulnerability Resolver is an AI assistant within BMC Helix AIOps and Observability that helps SecOps teams quickly address vulnerabilities through risk and impact analysis, task automation, and remediation recommendations. In addition, pertinent information about the vulnerability is also included in the change request.

Risk 118

Risk Business Services Risk Management Machine Learning 118

CIO Business Intelligence

MARCH 5, 2025

Top impacts of digital friction included: increased costs (41%)increased frustration while conducting work (34%) increased security risk (31%) decreased efficiency (30%) lack of data for quality decision-making (30%) are top impacts. AI-driven asset information management will play a critical role in that final push toward zero incidents.

Management 86

Management Data-driven Cost-Benefit Risk 86

CIO Business Intelligence

JUNE 16, 2025

Salesforce Industry Cloud customers can easily misconfigure their deployments to enable attackers to access encrypted customer information, session data, credentials, and business logic, security researchers have found. Another common configuration risk involves HTTP actions commonly used as part of IProcs to communicate with external APIs.

Risk 86

Risk Metadata Digital Transformation Manufacturing 86

CIO Business Intelligence

OCTOBER 24, 2024

While LLMs are trained on large amounts of information, they have expanded the attack surface for businesses. From prompt injections to poisoning training data, these critical vulnerabilities are ripe for exploitation, potentially leading to increased security risks for businesses deploying GenAI.

Risk 128

Risk Measurement Optimization Machine Learning 128

CIO Business Intelligence

MARCH 25, 2025

CIOs perennially deal with technical debts risks, costs, and complexities. While the impacts of legacy systems can be quantified, technical debt is also often embedded in subtler ways across the IT ecosystem, making it hard to account for the full list of issues and risks.

Risk 140

Risk Cost-Benefit Data-driven Digital Transformation 140

CIO Business Intelligence

MAY 16, 2025

Enterprise use of artificial intelligence comes with a wide range of risks in areas such as cybersecurity, data privacy, bias and discrimination, ethics, and regulatory compliance. As AI systems become more pervasive and powerful, it becomes imperative for organizations to identify and respond to those risks, Podnar says.

Risk 132

Risk Data-driven Modeling Enterprise 132

CIO Business Intelligence

APRIL 24, 2025

Although data has always accumulated naturally, the result of ever-growing consumer and business activity, data growth is expanding exponentially, opening opportunities for organizations to monetize unprecedented amounts of information. Ultimately, the biggest risk is that no one wants to buy what youre selling.

Data-driven 134

Data-driven Marketing Risk Sales 134

CIO Business Intelligence

DECEMBER 3, 2024

However, even data that is specific to an organization is seldom timeless; it is simply a snapshot in time that can become outdated, resulting in information that loses context. Protect sensitive information. Without high-quality organization-specific context, genAI may produce outputs that lack coherence, relevance, or diversity.

Data Governance 115

Data Governance Snapshot Machine Learning Risk 115

DataKitchen

NOVEMBER 27, 2024

Without contextual specificity, these dimensions risk becoming check-the-box exercises rather than actionable frameworks that help organizations identify and address the root causes of data quality issues. The DAMA Data Quality Dimension dashboards are crap. How do you get the business to take action?

Data Quality 215

Data Quality Dashboards Metrics Cost-Benefit 215

CIO Business Intelligence

DECEMBER 5, 2024

For chief information officers (CIOs), the lack of a unified, enterprise-wide data source poses a significant barrier to operational efficiency and informed decision-making. An analysis uncovered that the root cause was incomplete and inadequately cleaned source data, leading to gaps in crucial information about claimants.

Enterprise 105

Enterprise Insurance Unstructured Data Business Intelligence 105

CIO Business Intelligence

JANUARY 14, 2025

Ethical, legal, and compliance preparedness helps companies anticipate potential legal issues and ethical dilemmas, safeguarding the company against risks and reputational damage, he says. Whats our risk tolerance, and what safeguards are necessary to ensure safe, secure, ethical use of AI?

Strategy 141

Strategy ROI Experimentation Consulting 141

CIO Business Intelligence

DECEMBER 20, 2024

As concerns about AI security, risk, and compliance continue to escalate, practical solutions remain elusive. as AI adoption and risk increases, its time to understand why sweating the small and not-so-small stuff matters and where we go from here. AI usage may bring the risk of sensitive data exfiltration through AI interactions.

Risk 105

Risk Measurement Interactive Modeling 105

CIO Business Intelligence

JANUARY 21, 2025

CIOs feeling the pressure will likely seek more pragmatic AI applications, platform simplifications, and risk management practices that have short-term benefits while becoming force multipliers to longer-term financial returns. Examples include scanning invoices, extracting basic contract information, or capturing information from PDF forms.

Cost-Benefit 142

Cost-Benefit Data-driven Strategy Marketing 142

CIO Business Intelligence

OCTOBER 24, 2024

To combat these risks, there is now a concerted effort to create software that is secure by design. Incorporate secure by design practices into risk assessments Vendor risk assessment is a standard process by which enterprises identify and evaluate the potential hazards associated with a vendor’s products and operations.

Software 115

Software IT Metrics Risk 115

CIO Business Intelligence

MARCH 19, 2025

There are risks around hallucinations and bias, says Arnab Chakraborty, chief responsible AI officer at Accenture. So far, over half a million lines of code have been processed but human supervision is required due to the risk of hallucinations and other quality problems. Thats where agents come in.

Software 143

Software Risk Cost-Benefit Enterprise 143

Analytics Vidhya

DECEMBER 19, 2023

In a recent exploration of the application of AI in healthcare, Stanford experts shed light on the safety and accuracy of large language models, like GPT-4, in meeting clinician information needs.

Risk 306

Risk Modeling Analytics 306

CIO Business Intelligence

JANUARY 21, 2025

The email informed the recipient about benefits enrollment and included a form that needed to be completed urgently to avoid losing coverage and attempting to fool the receiver. Theres also the risk of over-reliance on the new systems. These AI-powered cyber-attacks are no longer a potential threattheyre a very real and present danger.

Behavioral Analytics 122

Behavioral Analytics Data-driven Risk Insurance 122

CIO Business Intelligence

JANUARY 30, 2025

Inform and educate and simplify are the key words, and thats what the AI Pact is for. The first consists of information exchange within the AI Pact network. In turn, the AI Office gathers information on best practices and difficulties encountered by participants. The Pact is structured around two pillars.

Enterprise 128

Enterprise Risk Reporting Measurement 128

Analytics Vidhya

DECEMBER 13, 2023

Deterministic and stochastic models are approaches in various fields, including machine learning and risk assessment. Understanding the differences between these models is crucial for making informed decisions and predictions.

Machine Learning 258

Machine Learning Risk Modeling Analytics 258

CIO Business Intelligence

OCTOBER 30, 2024

A traditional approach that depends on a variety of advanced tools, each requiring deep expertise and manual effort, not only slows down security teams but also exposes organizations to risks from delays in taking action against threats and inadvertent errors in configurations.

Strategy 126

Strategy Visualization Reporting Interactive 126

CIO Business Intelligence

JANUARY 14, 2025

Understanding and tracking the right software delivery metrics is essential to inform strategic decisions that drive continuous improvement. Understanding opportunities and limitations of existing platforms and capabilities informs the city plan to prioritize investments for the growth needed. Shawn McCarthy 3.

Enterprise 119

Enterprise Technology Metrics Measurement 119

DataKitchen

JUNE 6, 2025

Data Team Executives: Leadership uses quality testing metrics to assess test coverage and organizational risk. Perhaps most importantly, centralized testing enables organizational learning by creating visibility into quality patterns that inform strategic process improvements and technology investments across the data ecosystem.

Data Quality 183

Data Quality Testing Dashboards Metrics 183

CIO Business Intelligence

JANUARY 15, 2025

Maintaining, updating, and patching old systems is a complex challenge that increases the risk of operational downtime and security lapse. This allows for a more informed and precise approach to application development, ensuring that modernised applications are robust and aligned with business needs.

Cost-Benefit 124

Cost-Benefit Data-driven Enterprise Risk 124

CIO Business Intelligence

JANUARY 7, 2025

Regardless of the driver of transformation, your companys culture, leadership, and operating practices must continuously improve to meet the demands of a globally competitive, faster-paced, and technology-enabled world with increasing security and other operational risks.

Digital Transformation 143

Digital Transformation Experimentation Cost-Benefit Strategy 143

CIO Business Intelligence

JANUARY 9, 2025

Its newly appointed CEO, Romain Fouache, is bringing Australian retailers a collection of cloud-based technologies, including Product Information Management (PIM), Syndication, and Supplier Data Manager capabilities to rapidly scale the depth and maturity of their AI applications.

B2B 105

B2B Cost-Benefit Data-driven Sales 105

CIO Business Intelligence

NOVEMBER 19, 2024

Provide transparency back to the original data source to allow verification of information. Intellectual property risks Failing: GenAI can inadvertently use copyrighted material, leading to legal complications. Key takeaway: Continuous monitoring and updating of AI models are essential to minimize bias and improve accuracy.

Consulting 137

Consulting Cost-Benefit Experimentation Optimization 137

CIO Business Intelligence

JANUARY 21, 2025

The lack of a single approach to delivering changes increases the risk of introducing bugs or performance issues in production. With this information, teams can ask the AI agent additional questions such as Should I approve the change? or Can I look at similar changes?

Data-driven 98

Data-driven Risk Interactive Management 98

CIO Business Intelligence

JULY 1, 2025

As they evolve, so do the risks. The agency and autonomy that AI agents embody carry their own risks, but also risks amplifying adverse model behaviors such as reward hacking, short-term proxy optimization and even emergent behaviors such as deception. Beyond risk mitigation, alignment unlocks operational efficiency.

Testing 104

Testing Risk Strategy Optimization 104

David Menninger's Analyst Perspectives

MAY 21, 2025

The mathematics was sound, the demos impressive, yet adoption faltered because little thought was given as to how sellers should use this information. Yet the success of any agent, no matter how sophisticated, depends on the depth and accuracy of the information it ingests. Selling is ultimately an information alignment exercise.

Sales 147

Sales Measurement Data-driven Dashboards 147

CIO Business Intelligence

JUNE 18, 2025

Halder further explains that their privacy-by-design strategy includes integrating automated tools to detect and mitigate privacy risks early. Addressing privacy at the inception stage not only reduces risk but also fosters operational efficiency,” he says. Vendors and suppliers must also follow strict privacy rules.

Strategy 111

Strategy Risk Data Governance Software 111

CIO Business Intelligence

OCTOBER 17, 2024

Deepak Jain, 49, of Potomac, was the CEO of an information technology services company (referred to in the indictment as Company A) that provided data center services to customers, including the SEC,” the US DOJ said in a statement. “If The scheme allegedly put the SEC’s data security and operational integrity at risk.

Broadcasting 122

Broadcasting Risk Reporting Measurement 122