DataKitchen

JULY 8, 2025

Every table should have tests, every column in every table should have tests, and every significant business metric should have tests. These baseline requirements ensure comprehensive coverage while remaining manageable for implementation. Additionally, every tool that processes data should be monitored for errors and timing issues.

Testing

CIO Business Intelligence

JULY 8, 2025

To address this gap and ensure the data supply chain receives enough top-level attention, CIOs have hired or partnered with chief data officers, entrusting them to address the data debt , automate data pipelines , and transform to a proactive data governance model focusing on health metrics, data quality , and data model interoperability. [

Risk

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. In 2024, departments and teams experimented with gen AI tools tied to their workflows and operating metrics.

Cost-Benefit

CIO Business Intelligence

NOVEMBER 21, 2024

These metrics might include operational cost savings, improved system reliability, or enhanced scalability. Governance and risk management in technology initiatives While agile methodologies promote flexibility, governance and risk management are critical for ensuring that technology initiatives remain aligned with business priorities.

Strategy

CIO Business Intelligence

MAY 20, 2025

Each digital DCM capability is mapped to elements in the SCOR DS, the platform-agnostic framework that links business processes, metrics, best practices, and technology into one streamlined format. At Level 2, metrics are high level and evaluated across multiple SCOR processes.

Modeling

CIO Business Intelligence

MARCH 19, 2025

Developers, data architects and data engineers can initiate change at the grassroots level from integrating sustainability metrics into data models to ensuring ESG data integrity and fostering collaboration with sustainability teams. However, embedding ESG into an enterprise data strategy doesnt have to start as a C-suite directive.

IT

Jen Stirrup

JULY 17, 2025

A pharmaceutical company implementing this approach recently reported a 23% reduction in stockouts while simultaneously decreasing excess inventory by 17%.

Enterprise

CIO Business Intelligence

APRIL 10, 2025

Energy use has become an important expense to monitor as well, along with more traditional IT costs and risk management. TBM has been particularly useful as MasterCard embraces virtualization, cloud-based resources, and AI, he adds. Its important for organizations to carefully monitor consumption and usage, Maddaloni says.

ROI

CIO Business Intelligence

FEBRUARY 20, 2025

Solid reporting provides transparent, consistent and combined HR metrics essential for strategic planning, risk management and the management of HR measures. It ensures that all relevant data and information is consolidated, evaluated and presented in a clear and concise form.

Big Data

CIO Business Intelligence

MARCH 31, 2025

The 2024 Security Priorities study shows that for 72% of IT and security decision makers, their roles have expanded to accommodate new challenges, with Risk management, Securing AI-enabled technology and emerging technologies being added to their plate. Ensuring diversity in data sources helps models make impartial decisions.

Data-driven

CIO Business Intelligence

MARCH 5, 2025

Emphasizes governance and risk management similar to the EU AI Act and Canadas Bill C-27. Model Registry and Versioning centralized repository that tracks all models, including versions, training data snapshots, hyperparameters, performance metrics and deployment status.

Risk

CIO Business Intelligence

JULY 15, 2025

That’s because the root cause of the FAA’s woes — poor chronodebt management, in case you haven’t been paying attention — is a discipline that’s rarely tracked by reliable metrics and almost-as-rarely budgeted for. The big challenge for risk managers is that successful prevention is indistinguishable from absence of risk.

Risk Management

CIO Business Intelligence

OCTOBER 14, 2024

Taylor adds that functional CIOs tend to concentrate on business-as-usual facets of IT such as system and services reliability; cost reduction and improving efficiency; risk management/ensuring the security and reliability of IT systems; and ongoing support of existing technology and tracking daily metrics.

Digital Transformation

Jet Global

JANUARY 14, 2025

Teams will be focused on key performance metrics like return on assets (ROA), revenue growth rate, and gross profit margin. Modern financial performance management platforms are stepping up with powerful tools to streamline workflows, foster seamless collaboration, and deliver real-time insights.

Finance

CIO Business Intelligence

MARCH 18, 2025

Information risk management is no longer a checkpoint at the end of development but must be woven throughout the entire software delivery lifecycle. The evolution of risk management Modern information security requires thinking like a trusted advisor rather than a checkpoint guardian.

Risk Management

CIO Business Intelligence

NOVEMBER 19, 2024

Embrace metrics and data governance David Curtis, CTO with fintech firm RobobAI, believes IT-business alignment can be effectively judged by evaluating strategic objectives and KPIs against actual outcomes. It delivers visibility to inform data-driven decisions to improve cost savings and risk management,” he notes. “It

IT

CIO Business Intelligence

APRIL 16, 2025

tagging, component/application mapping, key metric collection) and tools incorporated to ensure data can be reported on sufficiently and efficiently without creating an industry in itself! Observer-optimiser: Continuous monitoring, review and refinement is essential.

Enterprise

CIO Business Intelligence

MAY 19, 2025

Outcome : Faster response times, better resolution rates, customer satisfaction metrics provided a robust fallback exists for uncertain queries. Operational monitoring in the supply chain Scenario : Agents monitor shipment data, predict potential disruptions (weather events, supplier delays) and notify managers proactively.

Enterprise

CIO Business Intelligence

JUNE 24, 2025

In addition to having to continuously evaluate their security postures to determine what adjustments to make to adequately protect their organizations, today’s CISOs must align with the business in ways that enforce key business objectives — and bring questions and tradeoffs around risk management squarely in the spotlight.

IT

CIO Business Intelligence

JULY 30, 2025

“Successful IT-finance collaboration starts with shared language and goals, translating tech metrics into tangible business results.” That kind of alignment doesn’t just happen at big banks. It’s a smart move for organizations of all sizes.

IT

Smart Data Collective

JULY 6, 2025

Furthermore, collaborative planning leads to better risk management. Regular meetings, shared performance metrics, and joint planning sessions can all help foster this mindset. By sharing sales data and market insights, retailers and manufacturers can avoid overproduction or stockouts.

Big Data

CIO Business Intelligence

JULY 9, 2025

CI-CD pipeline deployment automation enforces blue-green deployments to test assumptions, reduce risks associated with defect resolution and limit the “blast radius” of defective features through targeted and limited, soft-launch audiences.

Enterprise

David Menninger's Analyst Perspectives

JULY 30, 2025

ISG Research asserts that through 2027, one-half of enterprises will have insufficient data and software to adequately measure their environmental, social and governance metrics to inform their governance strategy, risk management and targets.

Software

Jet Global

JULY 2, 2025

2: Fraud Detection and Risk Management Fraud prevention can get a major upgrade with agentic AI’s real-time monitoring capabilities. It’s proactive risk management that works around the clock, giving finance teams peace of mind and stakeholders confidence in financial security. #3:

Finance

CIO Business Intelligence

AUGUST 1, 2025

Break data silos and add context for faster, more strategic decisions: Unifying metrics, logs, traces, and user behavior within a single platform enables real-time decisions rooted in full context, not guesswork. Such an approach is in line with my personal mantra and Dynatrace founding principle: reduce to the max.

Strategy

Jet Global

JULY 28, 2025

Currency Risk Management: Advanced planning tools now handle multi-currency exposure across different regulatory frameworks, recognizing that GBP volatility affects UK operations directly but Irish operations indirectly through UK trade relationships. They’re not just asking “How do tariff changes affect our costs?”

Finance

Jet Global

JULY 28, 2025

The good news is that Marie’s company could manage all these challenges with more advanced financial planning capabilities. Her team could track carbon costs in real time, offer customers more accurate pricing, and deliver better risk management than competitors who were still treating carbon as a quarterly adjustment.

Finance

CIO Business Intelligence

MARCH 10, 2025

The integration of IBMs watsonx.governance platform which helps organization manage, monitor, and govern AI models with Amazon SageMaker, a machine learning (ML) service to build, train, and deploy ML models, enables users to automate risk management and regulatory compliance for their AI/ML models and use cases.

Risk

Jet Global

MARCH 28, 2025

They will not see any impact on the doctor’s prescription, as they are tracking the wrong metrics. This proactive approach helps manage risks and enhances the organisation’s overall financial health and stability. Revenue per available room (RevPAR) is an operational KPI and a vital financial metric.

KPI

CIO Business Intelligence

AUGUST 1, 2025

Executives are shifting to proactive risk management, aiming to prevent availability issues and expedite remediation. However, AI introduces new risks, such as increased software complexity, accelerated cyber-attacks, and potential regressions from rapid releases.

Technology

Smart Data Collective

JUNE 19, 2019

The Relationship between Big Data and Risk Management. While the sophisticated Internet of Things can positively impact your business, it also carries a significant risk of data misuse. Tips for Improving Risk Management When Handling Big Data. Risk management is a crucial element of any successful organization.

Risk Management

bridgei2i

NOVEMBER 20, 2020

Episode 2: AI enabled Risk Management for FS powered by BRIDGEi2i Watchtower. AI enabled Risk Management for FS powered by BRIDGEi2i Watchtower. Today the Chief Risk Officers(CROs) struggle with the critical task of monitoring and assessing key risks in real time and firefight to mitigate any critical issues that arise.

Risk Management

IBM Big Data Hub

APRIL 25, 2023

Environmental, Social, and Governance (ESG) risk management has emerged as a critical aspect of business strategy for companies worldwide. Focusing on ESG Risk Management can help your organization become more profitable, and your organization can start on this journey today. Collaborate with suppliers.

Risk Management

O'Reilly on Data

DECEMBER 12, 2019

In addition to newer innovations, the practice borrows from model risk management, traditional model diagnostics, and software testing. While our analysis of each method may appear technical, we believe that understanding the tools available, and how to use them, is critical for all risk management teams.

Machine Learning

O'Reilly on Data

NOVEMBER 13, 2018

There are also many important considerations that go beyond optimizing a statistical or quantitative metric. As we deploy more models, it’s becoming clear that we will need to think beyond optimizing statistical and business metrics. Real modeling begins once in production. Culture and organization.

Machine Learning

Smart Data Collective

SEPTEMBER 17, 2020

Here are a few of the advantages of Big Data in the banking and financial industry: Improvement in risk management operations. Big Data can efficiently enhance the ways firms utilize predictive models in the risk management discipline. Big Data provides financial and banking organizations with better risk coverage.

Big Data

John Wheeler

SEPTEMBER 15, 2020

As the recovery efforts fully take hold in 2021, a deep understanding of the integrated nature of risks associated with business operations will take center stage. Those businesses that employ a “PRACtical” approach utilizing integrated risk management (IRM) will be in the best position to recover quicker and more successfully.

Risk Management