CIO Business Intelligence

JANUARY 14, 2025

For CIOs leading enterprise transformations, portfolio health isnt just an operational indicator its a real-time pulse on time-to-market and resilience in a digital-first economy. Understanding and tracking the right software delivery metrics is essential to inform strategic decisions that drive continuous improvement.

Enterprise 120

Enterprise Technology Metrics Measurement 120

AWS Big Data

JANUARY 9, 2025

Simplified data corrections and updates Iceberg enhances data management for quants in capital markets through its robust insert, delete, and update capabilities. Quants can also gain deeper insights into current market trends and correlate them with historical patterns. At petabyte scale, Icebergs advantages become clear.

Metadata 111

Metadata Snapshot Cost-Benefit Optimization 111

CIO Business Intelligence

MARCH 19, 2025

There are risks around hallucinations and bias, says Arnab Chakraborty, chief responsible AI officer at Accenture. Meanwhile, in December, OpenAIs new O3 model, an agentic model not yet available to the public, scored 72% on the same test. And the data is also used for sales and marketing.

Software 143

Software Risk Enterprise Cost-Benefit 143

DataKitchen

DECEMBER 6, 2022

We are excited that Gartner released its ‘Market Guide to DataOps’ ! The document they wrote is exceptionally close to what we see in the market and what our products do ! Second, the components of the DataOps software solution match very well with how we have thought about the market and match the features of our products.

Software 130

Software Marketing Data Lake Testing 130

CIO Business Intelligence

NOVEMBER 13, 2024

And we’re at risk of being burned out.” Workday announced new AI agents to transform HR and finance processes, and Google issued more AI-powered advertising and marketing tools. But there’s only so many projects we can meaningfully contribute to, and conversations we can be part of.” With too many tools, you’re always playing catch up.

IT 141

IT Consulting ROI Cost-Benefit 141

O'Reilly on Data

NOVEMBER 28, 2023

Unexpected outcomes, security, safety, fairness and bias, and privacy are the biggest risks for which adopters are testing. We’re not encouraging skepticism or fear, but companies should start AI products with a clear understanding of the risks, especially those risks that are specific to AI.

Enterprise 342

Enterprise Testing Modeling Reporting 342

CIO Business Intelligence

JANUARY 6, 2025

One of them is Katherine Wetmur, CIO for cyber, data, risk, and resilience at Morgan Stanley. Wetmur says Morgan Stanley has been using modern data science, AI, and machine learning for years to analyze data and activity, pinpoint risks, and initiate mitigation, noting that teams at the firm have earned patents in this space.

IT 140

IT Cost-Benefit Measurement Experimentation 140

CIO Business Intelligence

DECEMBER 2, 2024

The more strategic concern isn’t just the cost— it’s that technical debt is affecting companies’ abilities to create new business, and saps the means to respond to shifting market conditions. Business risk (liabilities): “Our legacy systems increase our cybersecurity exposure by 40%.” Also, beware the proof-of-concept trap.

ROI 137

ROI Cost-Benefit Metrics Strategy 137

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

MARCH 5, 2025

If they decide a project could solve a big enough problem to merit certain risks, they then make sure they understand what type of data will be needed to address the solution. The next thing is to make sure they have an objective way of testing the outcome and measuring success. But we dont ignore the smaller players.

Testing 99

Testing Measurement Technology Experimentation 99

O'Reilly on Data

SEPTEMBER 19, 2023

This is the power of marketing.) You can see a simulation as a temporary, synthetic environment in which to test an idea. Millions of tests, across as many parameters as will fit on the hardware. “Here’s our risk model. Other groups have tested evolutionary algorithms in drug discovery. BI is useful.

Machine Learning 339

Machine Learning Testing Modeling Cost-Benefit 339

David Menninger's Analyst Perspectives

SEPTEMBER 24, 2024

In our recent ISG Market Lens study on generative AI, 39% of participants cited data privacy and security among the biggest inhibitors to adopting AI. erroneous results), and an equal amount (32%) mentioned legal risk. The AI market has made a tectonic shift in the past year and a half, embracing GenAI.

Testing 173

Testing Modeling Enterprise Risk 173

CIO Business Intelligence

DECEMBER 11, 2024

Thats a problem, since building commercial products requires a lot of testing and optimization. Other companies are also finding that open source gen AI models can offer more flexibility, security, and cost advantages, although there are risks. Meta originally went to market with a number of smaller models, says Sarer.

Cost-Benefit 115

Cost-Benefit Modeling Marketing Sales 115

Smart Data Collective

MAY 10, 2022

For example, banks now apply AI to assess credit risks with high accuracy. According to P&S Intelligence , AI in the fintech market is expected to grow to $47 billion in 2030 from $7.7 They include; Credit risk assessment. According to MarketsandMarkets , AI in the cybersecurity market is projected to grow from $8.8

Marketing 128

Marketing Technology Insurance Machine Learning 128

CIO Business Intelligence

DECEMBER 17, 2024

What are the associated risks and costs, including operational, reputational, and competitive? Find a change champion and get business users involved from the beginning to build, pilot, test, and evaluate models. Does it contribute to business outcomes such as revenue, sustainability, customer experience, or saving lives?

Experimentation 98

Experimentation ROI Risk Data Quality 98

CIO Business Intelligence

MARCH 4, 2025

In fact, successful recovery from cyberattacks and other disasters hinges on an approach that integrates business impact assessments (BIA), business continuity planning (BCP), and disaster recovery planning (DRP) including rigorous testing. See also: How resilient CIOs future-proof to mitigate risks.)

Testing 65

Testing Risk Consulting Risk Management 65

CIO Business Intelligence

AUGUST 20, 2024

The window treatment company, with 17 direct employees and franchises in 35 states, is now beta testing a small language model created with Revscale AI. It also automates some marketing functions, purchasing, and KPI management. There’s so many developers trying to find niches in the market,” he adds. “We

Risk 131

Risk Cost-Benefit Insurance ROI 131

CIO Business Intelligence

NOVEMBER 4, 2024

This may involve embracing redundancies or testing new tools for future operations. Since Broadcom’s acquisition of VMware, many IT teams are considering whether it’s the right time to explore VMware alternatives, says Steve Carter, Nutanix’s product marketing director. Having a Plan B is table stakes for any IT team.

IT 125

IT Forecasting Strategy Testing 125

CIO Business Intelligence

JANUARY 30, 2025

particular, companies that use AI systems can share their voluntary commitments to transparency and risk control. At least half of the current AI Pact signatories (numbering more than 130) have made additional commitments, such as risk mitigation, human oversight and transparency in generative AI content.

Enterprise 128

Enterprise Risk Reporting Measurement 128

IBM Big Data Hub

SEPTEMBER 6, 2023

Generative AI is powering a new world of creative, customized communications, allowing marketing teams to deliver greater personalization at scale and meet today’s high customer expectations. Enterprise marketing teams stand to benefit greatly from generative AI, yet introduction of this capability will require new skills and processes.

Marketing 112

Marketing Strategy B2B Cost-Benefit 112

CIO Business Intelligence

JANUARY 30, 2025

DeepSeeks advancements could lead to more accessible and affordable AI solutions, but they also require careful consideration of strategic, competitive, quality, and security factors, says Ritu Jyoti, group VP and GM, worldwide AI, automation, data, and analytics research with IDCs software market research and advisory practice.

Modeling 117

Modeling Data-driven Technology Strategy 117

Rocket-Powered Data Science

FEBRUARY 15, 2023

3) How do we get started, when, who will be involved, and what are the targeted benefits, results, outcomes, and consequences (including risks)? Keep it agile, with short design, develop, test, release, and feedback cycles: keep it lean, and build on incremental changes. Test early and often. Conduct market research.

Strategy 290

Strategy Experimentation Uncertainty Machine Learning 290

DataKitchen

SEPTEMBER 20, 2021

The best way to ensure error-free execution of data production is through automated testing and monitoring. The DataKitchen Platform enables data teams to integrate testing and observability into data pipeline orchestrations. Automated tests work 24×7 to ensure that the results of each processing stage are accurate and correct.

Testing 246

Testing Metrics Measurement Dashboards 246

AWS Big Data

DECEMBER 23, 2024

About Fitch Group and their need for multi-region resiliency As a leading global financial information services provider, Fitch Group delivers vital credit and risk insights, robust data, and dynamic tools to champion more efficient, transparent financial markets.

Data-driven 96

Data-driven Management Risk Big Data 96

O'Reilly on Data

JULY 11, 2023

Programmers who work for those companies risk losing their jobs to AI. Despite the well-publicized layoffs, the job market for programmers is great, it’s likely to remain great, and you’re probably better off finding an employer who doesn’t see you as an expense to be minimized.

Testing 267

Testing Software Visualization Interactive 267

datapine

AUGUST 12, 2020

In your daily business, many different aspects and ‘activities’ are constantly changing – sales trends and volume, marketing performance metrics, warehouse operational shifts, or inventory management changes. Your Chance: Want to test professional business reporting software? And business report templates are the best help for that.

Reporting 297

Reporting Dashboards Visualization Cost-Benefit 297

datapine

APRIL 15, 2020

Your Chance: Want to test an agile business intelligence solution? In essence, these processes are divided into smaller sections but have the same goal: to help companies, small businesses and large enterprises alike, adapt quickly to business goals and ever-changing market circumstances. Finalize testing. Train end-users.

Business Intelligence 276

Business Intelligence Analytics Testing Dashboards 276

O'Reilly on Data

SEPTEMBER 15, 2020

Technical competence results in reduced risk and uncertainty. AI initiatives may also require significant considerations for governance, compliance, ethics, cost, and risk. Likewise, AI doesn’t inherently optimize supply chains, detect diseases, drive cars, augment human intelligence, or tailor promotions to different market segments.

Advertising 362

Advertising Cost-Benefit ROI Machine Learning 362

O'Reilly on Data

JANUARY 28, 2019

Almost everyone who reads this article has consented to some kind of medical procedure; did any of us have a real understanding of what the procedure was and what the risks were? The outcome might not be what you want, but you've agreed to take the risk. However, markets don’t solve many problems.

Insurance 247

Insurance Metadata Data Collection Marketing 247

datapine

NOVEMBER 27, 2019

This is one of the major trends chosen by Gartner in their 2020 Strategic Technology Trends report , combining AI with autonomous things and hyperautomation, and concentrating on the level of security in which AI risks of developing vulnerable points of attacks. Industries harness predictive analytics in different ways.

Business Intelligence 361

Business Intelligence Analytics Prescriptive Analytics Data Quality 361

CIO Business Intelligence

NOVEMBER 12, 2024

He got there as a result of willingness to test and learn, adopting a growth mindset, and management’s conviction that “where there’s a will, there’s a way” to put genAI to good use. He specializes in removing fear, uncertainty, and doubt from strategic decision-making through empirical data and market sensing.

ROI 73

ROI Uncertainty Metrics Testing 73

CIO Business Intelligence

DECEMBER 30, 2024

The company says it can achieve PhD-level performance in challenging benchmark tests in physics, chemistry, and biology. That means companies can use it on tough code problems, or large-scale project planning where risks have to be compared against each other.

ROI 141

ROI Software Modeling Interactive 141

CIO Business Intelligence

APRIL 30, 2025

AI agents are valuable across sales, service, marketing, IT, HR, and really all business teams, says Andy White, SVP of business technology at Salesforce. Enriching the sales pipeline Jay Upchurch, CIO at SAS, backs agentic AI to enhance sales, marketing, IT, and HR motions. Use cases for AI agents span countless business workflows.

IT 90

IT Sales Cost-Benefit Data-driven 90

O'Reilly on Data

APRIL 22, 2020

There aren’t simple standards and tests for ethical behavior, nor are you as likely to be called into court for acting unethically. Unlike their sales, marketing, or compliance counterparts, ethics programs do not directly add revenue or reduce costs. In recessions, these “soft” programs may be the first on the chopping block.

Cost-Benefit 325

Cost-Benefit Finance Data-driven Strategy 325

CIO Business Intelligence

OCTOBER 15, 2024

By fostering a culture of collaboration and shared responsibility, companies can accelerate their time to market, improve product quality, and enhance their adaptability to changing market conditions.” CrowdStrike recently made the news about a failed deployment impacting 8.5

Enterprise 143

Enterprise Testing Business Objectives Experimentation 143

DataKitchen

MAY 10, 2024

It highlights how DataKitchen’s Data Observation solutions equip organizations to enhance their development practices, reduce deployment risks, and increase overall productivity. Each addition or modification poses potential risks that could propagate errors into production environments. How Many Tests Ran In The Qa Environment?

Testing 124

Testing Cost-Benefit Data Quality Dashboards 124

CIO Business Intelligence

APRIL 21, 2022

Rapidly responding to dynamic market demands without compromising quality is required for survival. In terms of relative significance, software development, testing and implementation are all considered equal. Experienced CIOs recognize that — rather than being risk-averse — there are smart ways to take risks.

Digital Transformation 145

Digital Transformation Key Performance Indicator Risk Testing 145