O'Reilly on Data

MAY 18, 2020

If our model generates false negative predictions for tumor detection, organizations could combine automated imaging results with activities like follow up radiologist reviews or blood tests to catch any potentially incorrect predictions—and even improve the accuracy of the combined human and machine efforts. How Material Is the Threat?

Risk 364

Risk Modeling Data Processing Reporting 364

CIO Business Intelligence

JANUARY 6, 2025

These regulations mandate strong risk management and incident response frameworks to safeguard financial operations against escalating technological threats. DORA mandates explicit compliance measures, including resilience testing, incident reporting, and third-party risk management, with non-compliance resulting in severe penalties.

Risk Management 52

Risk Management Risk Insurance Reporting 52

Cloudera

SEPTEMBER 7, 2023

The way to manage this is by embedding data integration, data quality-monitoring, and other capabilities into the data platform itself , allowing financial firms to streamline these processes, and freeing them to focus on operationalizing AI solutions while promoting access to data, maintaining data quality, and ensuring compliance.

Insurance 83

Insurance Risk Data-driven Finance 83

CIO Business Intelligence

AUGUST 6, 2024

The global head of cyberthreat management at a leading global property and casualty insurance company suggests: “Look across your portfolio where you’ve got that kind of auto-update automation and [ask], ‘Can they be slowed down some to keep this from being bigger than it needs to be?’

Risk Management 111

Risk Management Risk Testing Finance 111

IBM Big Data Hub

DECEMBER 4, 2023

IBM can help insurance companies insert generative AI into their business processes IBM is one of a few companies globally that can bring together the range of capabilities needed to completely transform the way insurance is marketed, sold, underwritten, serviced and paid for.

Insurance 53

Insurance Digital Transformation Risk Management Interactive 53

Cloudera

JULY 15, 2021

For financial institutions and insurers, risk and exposure management has always been a fundamental tenet of the business. Now, risk management has become exponentially complicated in multiple dimensions. . Pandemic “Pressure” Testing. Area such as: .

Risk 100

Risk Optimization Management Insurance 100

DataRobot Blog

APRIL 29, 2022

The stakes in managing model risk are at an all-time high, but luckily automated machine learning provides an effective way to reduce these risks. However, after the financial crisis, financial regulators around the world stepped up to the challenge of reigning in model risk across the financial industry.

Risk 111

Risk Modeling IT Risk Management 111

Cloudera

FEBRUARY 4, 2021

Cloudera comprehensively supports the demanding risk and compliance requirements of financial services and insurance organizations globally and it is an honor to receive this recognition. Supporting the industry’s risk data depository and data management needs. Risk management and models in a COVID-19 world.

Risk 88

Risk Marketing Technology Management 88

CIO Business Intelligence

MAY 11, 2022

Implement more disciplined validation and testing. A more disciplined methodology to validation and testing is essential to sidestepping shortfalls in meeting business expectations. Testing and validation that back up technology assertions depended upon by stakeholders are elemental. Collaboration is an all-way street.

Management 98

Management Insurance Testing Finance 98

CIO Business Intelligence

OCTOBER 17, 2022

It’s designed to strengthen the security of EU financial firms, such as banks, insurance companies, investment firms and more, by imposing resilience requirements and regulating the supply chain. DORA requires EU financial institutions to assess their own cybersecurity and risk management maturity.

Risk Management 105

Risk Management Risk Enterprise Insurance 105

CIO Business Intelligence

APRIL 5, 2024

Senate Bill 1047 , introduced in the California State Legislature in February, would require safety testing of AI products before they’re released, and would require AI developers to prevent others from creating derivative models of their products that are used to cause critical harms.

Risk 132

Risk Insurance Interactive Strategy 132

CIO Business Intelligence

MARCH 12, 2024

When this happens, corporate risk is heightened as preemptive projects get delayed — sometimes for indefinite periods of time. CIOs can change this thinking by incorporating preemptive projects like disaster recovery into their corporate risk management strategies. The average cost of a data breach is $4.64

ROI 122

ROI IT Manufacturing Metrics 122

IBM Big Data Hub

FEBRUARY 13, 2024

Healthcare, insurance and education are more hesitant due to the legal and compliance efforts to which they must adhere—and the lack of insight, transparency and regulation in generative AI. Fraud detection and risk management : Generative AI can quickly scan and summarize large amounts of data to identify patterns or anomalies.

Enterprise 118

Enterprise Testing Modeling Data-driven 118

DataRobot Blog

JULY 21, 2022

Document assumptions and risks to develop a risk management strategy. Define the exact calculation for the target variable or create a couple options to test. Test for bias to ensure fairness. Testing, monitoring, and mitigating bias helps ensure models align with company ethics and culture.

Machine Learning 98

Machine Learning Metrics Modeling Testing 98

CIO Business Intelligence

MARCH 25, 2022

Policy makers around the world have been recognizing this heightened risk, which has been further amplified by the recent geopolitical tensions. The European Union (EU) has pulled together a proposal for a unified framework to regulate risk management for financial institutions. DORA’s Impact.

Finance 98

Finance KPI Risk IoT 98

CIO Business Intelligence

APRIL 22, 2022

The exam covers topics including Scrum, Kanban, Lean, extreme programming (XP), and test-driven development (TDD). Candidates can also take a self-test to benchmark their knowledge. Project Management Professional (PMP). Requirements: No prerequisites. Certified ScrumMaster (CSM).

Management 111

Management Cost-Benefit Testing Risk 111

CIO Business Intelligence

MARCH 22, 2022

At Fractal, Tiwari will be responsible for the company’s digital transformation and overseeing IT operations, cybersecurity, and risk management. . Prior to joining Fractal, Tiwari was senior vice-president and global CISO at Airtel, where he set up the managed security services initiative Airtel Secure for Business.

Internet Publishing and Broadcasting 98

Internet Publishing and Broadcasting Digital Transformation Recreation/Entertainment Insurance 98

Cloudera

MARCH 18, 2021

A means of incorporating the risk of market illiquidity, including liquidity horizons that range from 10 to 250 days. Continuous monitoring will be required, and banks will need to conduct back-testing to ensure accuracy. A machine learning ops framework that supports regular backtesting and P&L on attribution testing.

Machine Learning 55

Machine Learning Risk Risk Management Measurement 55

IBM Big Data Hub

MAY 28, 2024

Government regulations, such as the General Data Protection Regulation (GDPR), and industry regulations, such as the Health Insurance Portability and Accounting Act (HIPAA), oblige companies to protect their customers’ personal data. Data risk management To protect their data, organizations first need to know their risks.

Strategy 81

Strategy Measurement Risk Cost-Benefit 81

DataRobot

NOVEMBER 12, 2021

Since our founding DataRobot has collaborated with insurance, banking, retail, manufacturing, transportation, government, and even professional sports organizations. We’ve learned over time, the processes, data fluency, ingenuity and risk tolerances vary greatly across and even within industries. Next, we assess and educate.

Insurance 69

Insurance Risk Risk Management Manufacturing 69

DataRobot

SEPTEMBER 16, 2021

Accurate pricing is essential to protecting an insurance company’s bottom line. Pricing directly impacts the near-term profitability and long-term health of an insurer’s book of business. Pricing actuaries can test various advanced algorithms with minimal setup, including XGBoost, GBM, ENET, and GAM. Claim Count.

Modeling 52

Modeling Insurance Cost-Benefit Machine Learning 52

DataRobot

AUGUST 9, 2021

General Data Protection Regulation, California Consumer Privacy Act, SR 11-7 Guidance on Model Risk Management, etc). A growing number of businesses in the financial sector, such as banks, insurance, and payment card companies, may be liable for hefty fines and penalties due to non-compliance with standard industry regulations.

Machine Learning 52

Machine Learning Testing Risk Insurance 52

bridgei2i

JULY 28, 2020

We need people who can test. So, then we need systems, analysts, database administrators, people who can set in place, these types of backup systems for risk management. Listen Now Insurance is among the most-affected industries of the novel Coronavirus. Then, if the computer system goes down, then what do we do?

Enterprise 98

Enterprise Digital Transformation Insurance B2B 98

CIO Business Intelligence

FEBRUARY 3, 2023

The Queen’s death brings e-commerce innovation Hobbs joined The Royal Mint in January 2020, bringing 20 years of experience from financial services, where he worked for Barclays Bank, Barclaycard, Lloyds Banking Group and Admiral Insurance.

IT 52

IT Experimentation Scorecard Digital Transformation 52

IBM Big Data Hub

JULY 7, 2023

It means physically securing servers and user devices, managing and controlling access, application security and patching, maintaining thoroughly tested, usable data backups and educating employees. Ensuring that permissions are removed when no longer needed lessens the security risk. Manage third-party-related risks.

Risk 40

Risk Data Governance Data Lake Data-driven 40

CIO Business Intelligence

JULY 24, 2024

For example, a large insurance company used the cost of health care as the basis of an algorithm to evaluate severity. “It And to find out if the fine-tuning has worked, the LLM needs to be tested on a large number of questions, asking the same thing in many different ways.

Risk 130

Risk Insurance Modeling Manufacturing 130

CIO Business Intelligence

MARCH 13, 2024

We did side-by-side testing,” he says. In testing, gen AI was also particularly good at generating test cases and creating dummy data for testing. We got 600 people together to test gen AI in a sandbox to try different use cases in 54 different categories.”

IT 128

IT Consulting Testing Cost-Benefit 128

CIO Business Intelligence

AUGUST 7, 2024

The Project Kernel framework utilizes templates and AI augmentation to streamline coding processes, with the AI augmentation generating test cases using training models built on the organization’s data, use cases, and past test cases. This enabled the team to expose the technology to a small group of senior leaders to test.

IT 119

IT Insurance Cost-Benefit Testing 119

AWS Big Data

AUGUST 14, 2023

For example, an insurance company with a property and casualty legal entity in North America and a life entity in Germany may need to implement DPPM separately within each entity. Availability Management X X. Capacity and Performance Management X X. Incident Management X X. Monitoring and Event Management X X.

Management 98

Management Risk Measurement Optimization 98

Andrew White

JANUARY 11, 2021

As such banking, finance, insurance and media are good examples of information-based industries compared to manufacturing, retail, and so on. Value Management or monetization. Risk Management (most likely within context of governance). Product Management. Governance. Architecture. Yes, and no.

Data Analytics 52

Data Analytics Analytics Data-driven Finance 52

CIO Business Intelligence

MARCH 13, 2025

If we dont ground ourselves in that, we risk losing sight of what really matters. For us, that means remembering our core mission: providing risk management and insurance solutions to our customers in a way that helps them protect their businesses and families. And right now, theres no greater test of that than AI.

Insurance 124

Insurance Risk Management Risk Technology 124

CIO Business Intelligence

OCTOBER 31, 2024

In cases where the victim cannot recover funds, it’s essential to have insurance policies in place to mitigate the financial loss. Many businesses overlook the importance of cybersecurity and fraud insurance, but as BEC scams increase, having this protection is key to reducing the damage should a fraud loss occur.

Insurance 104

Insurance Testing Risk Management Consulting 104

CIO Business Intelligence

FEBRUARY 13, 2025

Regulatory frameworks like the EU AI Act and NIST AI Risk Management Framework are shaping expectations around responsible AI deployment. Challenges Despite its benefits, AI adoption introduces a range of challenges that require initiative-taking risk management: Cybersecurity threats. Adversarial attacks. Model theft.

Risk 116

Risk Data-driven Finance Risk Management 116

CIO Business Intelligence

APRIL 12, 2022

Even though Nvidia’s $40 billion bid to shake up enterprise computing by acquiring chip designer ARM has fallen apart, the merger and acquisition (M&A) boom of 2021 looks set to continue in 2022, perhaps matching the peaks of 2015, according to a report from risk management advisor Willis Towers Watson. Broadcom to buy AppNeta.

Technology 143

Technology Enterprise Consulting Software 143