Smart Data Collective

JUNE 3, 2021

The insurance industry is among those that has found new opportunities to take advantage of machine learning technology. Life insurance companies in particular are discovering the wondrous opportunities that AI provides, since this sector faces some unique challenges relative to other insurance offerings.

Insurance 123

Insurance Machine Learning Cost-Benefit Risk 123

Smart Data Collective

JUNE 26, 2019

The insurance industry is based on the idea of managing risk. To determine this risk, the industry must consult data and see what trends are evident to draft their risk profiles. Advanced Analytical Processes in Insurance. Insuring for the Twenty-First Century. Seeing Into the Future.

Insurance 110

Insurance Data Analytics Analytics Big Data 110

O'Reilly on Data

MAY 18, 2020

To date, at least 1,200 reports of AI incidents have been recorded in various public and research databases. 1 And, of course, the risks of model decay are exacerbated in times of rapid change. Taken together, AI is a high-risk technology, perhaps akin today to commercial aviation or nuclear power. How Material Is the Threat?

Risk 364

Risk Modeling Data Processing Reporting 364

CIO Business Intelligence

DECEMBER 19, 2024

The insurance company decided to migrate from on-premises BMC Remedy to cloud-based BMC Helix ITSM and Discovery. The insurance company decided to migrate from on-premises BMC Remedy to cloud-based BMC Helix ITSM and Discovery.

IT 98

IT Insurance Cost-Benefit Optimization 98

CIO Business Intelligence

JANUARY 21, 2025

AI at Wharton reports enterprises increased their gen AI investments in 2024 by 2.3 Deloittes State of Generative AI in the Enterprise reports nearly 70% have moved 30% or fewer of their gen AI experiments into production, and 41% of organizations have struggled to define and measure the impacts of their gen AI efforts.

Cost-Benefit 142

Cost-Benefit Data-driven Strategy Marketing 142

Cloudera

NOVEMBER 16, 2020

The insurance industry has a long and intimate relationship with fraud in many different ways. Insurance fraud can take place at a process or business function level, most notably in claims or underwriting. The different venues to commit fraud against an insurer are mind-boggling, with serious financial consequences.

Insurance 101

Insurance ROI Marketing Machine Learning 101

AWS Big Data

JULY 16, 2024

This post is written in collaboration with Clarisa Tavolieri, Austin Rappeport and Samantha Gignac from Zurich Insurance Group. SIEM solutions help you implement real-time reporting by monitoring your environment for security threats and alerting on threats once detected.

Insurance 130

Insurance Management Cost-Benefit Optimization 130

Cloudera

FEBRUARY 18, 2021

We’ve written about the changes forced on the traditionally risk-averse insurance industry by COVID-19. In 2021, with the crisis hopefully fading, insurance will have time to evaluate the changes made in 2020, assessing what worked and what didn’t, and planning a new way forward rather than reacting in real time. .

Insurance 105

Insurance Digital Transformation Data-driven Risk 105

CIO Business Intelligence

AUGUST 21, 2024

Adding smarter AI also adds risk, of course. “At The big risk is you take the humans out of the loop when you let these into the wild.” After observing this system for a few months,” he continues, “Hughes allowed the process to run automatically and report on the implemented changes. We do lose sleep on this,” he says.

Risk 136

Risk Insurance Cost-Benefit Software 136

CIO Business Intelligence

FEBRUARY 20, 2024

Sensitive personal and medical information can be used in multiple ways, from identity theft and insurance fraud to ransomware attacks. The risks and opportunities of AI AI is opening a new front in this cyberwar. It’s little wonder that data theft is increasingly common in the healthcare sector.

Risk 122

Risk Insurance Measurement Strategy 122

CIO Business Intelligence

MARCH 4, 2025

The takeaway is clear: embrace deep tech now, or risk being left behind by those who do. According to a recent IDC study, companies using AI are reporting an average of $3.70 No wonder nearly every CEO is talking about AI: those who lag in AI adoption risk falling behind competitors capabilities.

Technology 118

Technology ROI Cost-Benefit Manufacturing 118

CIO Business Intelligence

SEPTEMBER 9, 2024

As IT landscapes and software delivery processes evolve, the risk of inadvertently creating new vulnerabilities increases. These risks are particularly critical for financial services institutions, which are now under greater scrutiny with the Digital Operational Resilience Act ( DORA ).

Risk Management 115

Risk Management Risk Management IT 115

Cloudera

OCTOBER 28, 2021

I’ve had the pleasure to participate in a few Commercial Lines insurance industry events recently and as a prior Commercial Lines insurer myself, I am thrilled with the progress the industry is making using data and analytics. Another historic example is crop and livestock insurance in Germany in the 1700s.

Insurance 97

Insurance Risk Unstructured Data Data-driven 97

IBM Big Data Hub

DECEMBER 1, 2023

Insurers struggle to manage profitability while trying to grow their businesses and retain clients. Large, well-established insurance companies have a reputation of being very conservative in their decision making, and they have been slow to adopt new technologies.

Insurance 96

Insurance Digital Transformation Unstructured Data Risk 96

Rocket-Powered Data Science

OCTOBER 16, 2020

senior executives across eight industries: agriculture, banking, exhibitions, government, healthcare, insurance, legal, and science/medical. The sectors with the greatest increases in investment were insurance, banking, and agriculture, followed closely by healthcare and science/medical. anticipate cutting jobs.

Strategy 198

Strategy Insurance Snapshot Digital Transformation 198

IBM Big Data Hub

MARCH 25, 2024

According to Berenberg analysts , individual insurance companies faced total claims estimates of up to approximately USD 300 million. For other financial services firms outside of the insurance sector, property accepted as loan security might face climate-related risks as well. As a result, their market would shrink.

Insurance 85

Insurance Forecasting Risk Risk Management 85

Alation

APRIL 13, 2021

He shows how Texas Mutual Insurance Company has embraced data governance to build trust in data. Through the Snowcase program, we highlighted how Snowflake and Alation help joint customers with data governance in the insurance industry. In this blog, Chris shows how Snowflake and Alation together accelerate data culture. In Conclusion.

Insurance 98

Insurance Data Governance Data-driven Data Quality 98

DataRobot Blog

APRIL 29, 2022

This provides a great amount of benefit, but it also exposes institutions to greater risk and consequent exposure to operational losses. 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.

Risk 111

Risk Modeling IT Risk Management 111

IBM Big Data Hub

MAY 1, 2023

In this first of two posts, I investigate the anatomy of artificial intelligence and its impact on insurance. Artificial intelligence applied to insurance The insurance industry has always made extensive use of data and algorithms, such as in the calculation of insurance premiums.

Insurance 75

Insurance Predictive Modeling Cost-Benefit Statistics 75

Jet Global

DECEMBER 21, 2020

In the more modern terminology of business, we could rephrase that to say “be careful about concentration risk.”. When an organization is too reliant on one company or market segment to drive revenue or ensure an adequate product supply, it creates concentration risk. Vendor Concentration Risk. Fourth-Party Concentration Risk.

Risk 98

Risk Sales Reporting Forecasting 98

Jet Global

JUNE 5, 2020

What Is an Insurance KPI? An insurance Key Performance Indicator (KPI) or metric is a measure that an insurance company uses to monitor its performance and efficiency. Insurance metrics can help a company identify areas of operational success, and areas that require more attention to make them successful. View Guide Now.

Insurance 59

Insurance Metrics Reporting KPI 59

O'Reilly on Data

OCTOBER 22, 2020

banking, insurance, etc.), That said, the risks involved require a very careful evaluation of the processes used to generate, test, and deploy those models, particularly in cases where there are significant public risks involved in any of the aforementioned steps. “If I found this can be a difficult question to ask.

Consulting 358

Consulting Risk Cost-Benefit Modeling 358

bridgei2i

JUNE 2, 2020

Episode 7: The Impact of COVID-19 on Financial Services & Risk. The Impact of COVID-19 on Financial Services & Risk Management. Now, the first of those areas is definitely risk and portfolio management. So, both data and algorithms become important as we look to assess risk and portfolio management. Management.

Risk Management 128

Risk Management Risk Enterprise Management 128

CIO Business Intelligence

OCTOBER 13, 2022

Knowing your risk level as you navigate a large venue can help you avoid crowds and stay safely within your bubble – all of which empowers you to enjoy the experience all the more. Live at Eurovision: a Bluetooth App to Navigate Covid Risk. A New Normal: Bubble-Up for Safety at Live Events with Flockey. So, how does it work?

Risk 98

Risk Broadcasting Recreation/Entertainment Dashboards 98

Corinium

APRIL 25, 2019

Ahead of the Chief Data Analytics Officers & Influencers, Insurance event we caught up with Dominic Sartorio, Senior Vice President for Products & Development, Protegrity to discuss how the industry is evolving. Are you seeing any specific issues around the insurance industry at the moment that should concern CDAOs?

Insurance 150

Insurance Risk IoT Data-driven 150

Jet Global

MARCH 2, 2020

Do you struggle with your financial reporting on Yardi, and find yourself spending hours downloading data and customizing reports? Are you frustrated with relying on IT or consultants to create your reports, and encountering delays and missed deadlines? Taming Your Reporting Requirements.

Reporting 83

Reporting Recreation/Entertainment Insurance Consulting 83

Cloudera

SEPTEMBER 7, 2023

With AI, financial institutions and insurance companies now have the ability to automate or augment complex decision-making processes, deliver highly personalized client experiences, create individualized customer education materials, and match the appropriate financial and investment products to each customer’s needs.

Insurance 83

Insurance Risk Data-driven Finance 83

CIO Business Intelligence

OCTOBER 20, 2023

But home and automobile insurance company Allstate is taking a different approach. based insurer has rebuilt its core application for claims processing, sales, and support, and plans to overhaul its entire portfolio of business processes, all with the aim to enhance and accelerate the customer experience.

Digital Transformation 136

Digital Transformation Insurance Recreation/Entertainment Machine Learning 136

Cloudera

FEBRUARY 4, 2021

Financial services institutions need the ability to analyze and act on massive volumes of data from diverse sources in order to monitor, model, and manage risk across the enterprise. They need a comprehensive data and analytics platform to model risk exposures on-demand. Cloudera is that platform. End-to-end Data Lifecycle.

Risk 88

Risk Marketing Technology Management 88

bridgei2i

APRIL 16, 2020

Insurance firm Swiss Re faced a $250m (approximately £215m) loss if the event was canceled instead of being delayed. This is just a tip of the iceberg of the massive losses the Insurance sector is staring at due to COVID-19’s onset. The insurance industry —which, in the US alone, accounts for $1.2

Insurance 71

Insurance Sales Digital Transformation Machine Learning 71

CIO Business Intelligence

JANUARY 6, 2025

They protect customers, preserve systemic integrity, and help mitigate risks of financial crises. These regulations mandate strong risk management and incident response frameworks to safeguard financial operations against escalating technological threats.

Risk Management 52

Risk Management Risk Insurance Reporting 52

CIO Business Intelligence

SEPTEMBER 24, 2024

This is a significant change moment,” says Rich Wiedenbeck, CAIO of Ameritas, an insurance and financial services company headquartered in Lincoln, Nebraska. Both Wiedenbeck and the new CIO report to the executive office, consisting of the CEO and the president/COO. We need to proceed carefully so there is not unintended bias.

IT 130

IT Insurance Cost-Benefit Risk 130

Smart Data Collective

AUGUST 7, 2019

The insurance industry is one of the companies investing the most in big data technology. Exactly one year ago today, SNS Telecom & IT published a report highlighting the demand for big data in the insurance industry. The report showed that insurers spent $2.4 billion on big data in 2018 alone.

Big Data 91

Big Data Insurance Cost-Benefit Risk 91

IBM Big Data Hub

OCTOBER 9, 2023

At the beginning of 2023, according to IBM Security’s “ Threat Intelligence Index ” report, healthcare was in the top 10 most-attacked industries on the planet. The “ Cost of a Data Breach 2023” report also uncovered that, since 2020, healthcare data breach costs have increased by 53.3%.

Risk Management 76

Risk Management Risk Management Measurement 76

Cloudera

SEPTEMBER 22, 2022

Insurance carriers are always looking to improve operational efficiency. In this post, I’ll explore opportunities to enhance risk assessment and underwriting, especially in personal lines and small and medium-sized enterprises. According to a recent McKinsey report , digitized underwriting can improve loss ratios three to five points.

Analytics 102

Analytics Insurance IoT Risk 102

CIO Business Intelligence

JUNE 6, 2023

While there is endless talk about the benefits of using ChatGPT, there is not as much focus on the significant security risks surrounding it for organisations. In one example , a doctor uploaded their patient’s name and medical condition in order to generate a prior authorisation letter to the patient’s insurance company.

Risk 98

Risk Insurance Software Modeling 98

IBM Big Data Hub

DECEMBER 8, 2023

.” This same sentiment can be true when it comes to a successful risk mitigation plan. The only way for effective risk reduction is for an organization to use a step-by-step risk mitigation strategy to sort and manage risk, ensuring the organization has a business continuity plan in place for unexpected events.

Risk 67

Risk Strategy Risk Management Insurance 67