CIO Business Intelligence

JANUARY 21, 2025

CIOs were given significant budgets to improve productivity, cost savings, and competitive advantages with gen AI. 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.

Cost-Benefit 142

Cost-Benefit Data-driven Strategy Marketing 142

CIO Business Intelligence

JANUARY 5, 2025

Research from Gartner, for example, shows that approximately 30% of generative AI (GenAI) will not make it past the proof-of-concept phase by the end of 2025, due to factors including poor data quality, inadequate risk controls, and escalating costs. [1] AI in action The benefits of this approach are clear to see.

Enterprise 125

Enterprise Cost-Benefit Unstructured Data Data Quality 125

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

CIO Business Intelligence

DECEMBER 19, 2024

Below, I recap my virtual event conversation with two IT leaders, who shared their first-hand experience of the benefits that BMC Helix solutions have delivered in respective use cases. 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

MARCH 19, 2025

In October, Microsoft announced that 100,000 organizations including Standard Bank, Thomson Reuters, Virgin Money, and Zurich Insurance are using Copilot Studio, double the number just months earlier. There are risks around hallucinations and bias, says Arnab Chakraborty, chief responsible AI officer at Accenture.

Software 143

Software Risk Enterprise Cost-Benefit 143

Corinium

JUNE 6, 2019

I am the Chief Practice Officer for Insurance, Healthcare, and Hi-Tech verticals at Fractal. The Insurance practice is currently engaged with several top 10 P&C insurers in the US, across the Insurance value chain through AI, Engineering, Design & Behavioural Sciences programs.

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Insurance Analytics Forecasting Deep Learning 250

CIO Business Intelligence

APRIL 23, 2024

As CIO, you’re in the risk business. Or rather, every part of your responsibilities entails risk, whether you’re paying attention to it or not. There are, for example, those in leadership roles who, while promoting the value of risk-taking, also insist on “holding people accountable.” You can’t lose.

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Risk IT Insurance Risk Management 116

AWS Big Data

JULY 16, 2024

This post is written in collaboration with Clarisa Tavolieri, Austin Rappeport and Samantha Gignac from Zurich Insurance Group. Zurich Insurance Group (Zurich) is a leading multi-line insurer providing property, casualty, and life insurance solutions globally.

Insurance 130

Insurance Management Cost-Benefit Optimization 130

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

CIO Business Intelligence

AUGUST 20, 2024

Many AI projects have huge upfront costs — up to $200,000 for coding assistants, $1 million to embed generative AI in custom apps, $6.5 Those costs don’t include recurring costs, which can run into the thousands of dollars per user each year. SMBs are particularly vulnerable to these cost increases.”

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Risk Cost-Benefit Insurance ROI 131

CIO Business Intelligence

AUGUST 21, 2024

The previous state-of-the-art sensors cost tens of thousands of dollars, adds Mattmann, who’s now the chief data and AI officer at UCLA. 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.” They also had extreme measurement sensitivity.

Risk 136

Risk Insurance Cost-Benefit Software 136

CIO Business Intelligence

JULY 18, 2024

Mainframe security is critical to IT infrastructure, especially in industries like banking, insurance, healthcare, and government, where mainframes often store vast amounts of sensitive data. What steps can be taken to minimize the risk of hackers penetrating the mainframe? Mainframes are under more pressure than ever before.

Risk 125

Risk Software Insurance Cost-Benefit 125

Decision Management Solutions

APRIL 23, 2019

In February, we published a blog post on “Using Technology to Add Value in Insurance”. In that post, I referenced Matt Josefowticz’s article – Technology May be the Answer for Insurers, but What Was the Question? , Let’s dive into greater detail on the second lever – Manage Risk Better.

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Insurance Risk Technology Management 69

CIO Business Intelligence

MARCH 16, 2022

Insurance companies are no longer only there for their customers in times of disaster. Modern approaches to insurance and changes in customer expectations mean that the insurance business model looks very different than it used to. For many insurers, this means investing in cloud.

Insurance 105

Insurance Cost-Benefit Data Processing Strategy 105

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

datapine

AUGUST 19, 2020

Among other things, they help in improving on-time deliveries, in reducing operating costs, in increasing customer satisfaction, or in optimizing transport. If you’re centered only on monitoring numbers, without focusing on the human aspect, you risk business bottlenecks in the long run. Carrying cost of inventory.

Metrics 286

Metrics KPI Cost-Benefit Dashboards 286

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

Smart Data Collective

MAY 23, 2021

AI (Artificial Intelligence) and ML (Machine Learning) will bring improvement in Fintech in 2021 as the accuracy and personalization of payment, lending, and insurance services while also assisting in the discovery of new client pools. Client Risk Profile Categorization. Detection and prevention of fraud.

Insurance 137

Insurance Machine Learning Cost-Benefit Data-driven 137

CIO Business Intelligence

MAY 8, 2024

For Expion Health, a cumbersome manual process to determine what rates to quote to potential new customers had become a cap on the healthcare cost management firm’s ability to grow its business. We take the financial risk for this, which means that if there is anything that’s misrepresented, the money comes from our pocket.”

IT 111

IT Insurance Cost-Benefit Unstructured Data 111

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. Organizationally, Wiedenbeck is a member of Ameritas’ AI steering committee, called the “mission team,” which includes the legal and risk officers, along with the CIO.

IT 130

IT Insurance Cost-Benefit Risk 130

CIO Business Intelligence

MAY 28, 2022

As the Boston-based insurance company’s journey to the cloud has unfolded, it has also maintained a select set of datacenters from which to run legacy applications more economically than they would on the cloud, as well as software from vendors that make licensing on the cloud less attractive. The benefits of a solid cloud foundation.

Insurance 145

Insurance Machine Learning Digital Transformation Cost-Benefit 145

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 Insurers have an abundance of data which often goes un-utilized.

Big Data 91

Big Data Insurance Cost-Benefit Risk 91

O'Reilly on Data

SEPTEMBER 19, 2023

.” Consider the structural evolutions of that theme: Stage 1: Hadoop and Big Data By 2008, many companies found themselves at the intersection of “a steep increase in online activity” and “a sharp decline in costs for storage and computing.” “Here’s our risk model. The elephant was unstoppable.

Machine Learning 335

Machine Learning Testing Modeling Cost-Benefit 335

Smart Data Collective

JULY 8, 2021

Intuitively, this also means that consumers stand to benefit from advances in artificial intelligence as well. However, they should not be passive about waiting for their bank, insurance company or other financial institution to advise them about new technology that can assist them.

Machine Learning 143

Machine Learning Management Finance Cost-Benefit 143

CIO Business Intelligence

FEBRUARY 27, 2023

Italian insurer Reale Group found itself with four cloud providers running around 15% of its workloads, and no clear strategy to manage them. “It But now that the immediate necessity of the switch to remote operations and remote management has passed, enterprises are seeking other benefits as they build their multicloud environments.

Cost-Benefit 143

Cost-Benefit Insurance Enterprise Optimization 143

Smart Data Collective

MAY 10, 2022

For example, banks now apply AI to assess credit risks with high accuracy. They include; Credit risk assessment. Credit risk assessment entails estimating the probability of a prospective borrower failing to repay a loan. Doing so saves time for the agent and customer and reduces cost. AI in fintech is here to stay.

Marketing 128

Marketing Technology Insurance Machine Learning 128

Cloudera

OCTOBER 21, 2020

The Insurance industry is in uncharted waters and COVID-19 has taken us where no algorithm has gone before. Today’s models, norms, and averages are being re-written on the fly, with insurers forced to cope with the inevitable conflict between old standards and the new normal. . Insurers are thinking on their feet.

Insurance 72

Insurance Unstructured Data Digital Transformation Cost-Benefit 72

datapine

OCTOBER 11, 2023

Keep on reading to learn a definition, benefits, and a warehouse KPI list with the most prominent examples any manager should be tracking to achieve operational success. It allows for informed decision-making and efficient risk mitigation. With the power of data, you can boost your warehouse efficiency at the lowest possible cost.

Metrics 217

Metrics KPI Management Cost-Benefit 217

Smart Data Collective

JUNE 26, 2019

We reviewed other papers on the topic and condensed the best benefits into this article. Predictive analysis will allow for doctors to put all of a person’s history into an algorithm to better determine the patient’s risk of certain diseases. Changes for Hospitals and Insurance Providers. Diagnoses Accuracy Will Improve.

Predictive Analytics 111

Predictive Analytics Analytics Insurance Cost-Benefit 111

Smart Data Collective

MAY 7, 2023

Some of them are: Business formation documents Employment records Business asset records Tax returns and supporting documents Sales receipts Ledgers and registers Leases or mortgage documents Shareholder meeting minutes Bank and credit card statements Licenses and permits Insurance policies and records Loan documents.

Insurance 135

Insurance Cost-Benefit Measurement Data Processing 135

CIO Business Intelligence

MAY 1, 2024

Telcos surveyed by McKinsey demonstrated the same blend of optimism and restraint as other industries, with a majority claiming to have cut costs with gen AI, and seen increases in call center agent productivity and improvement in marketing conversion rates with personalized content — both with models deployed in weeks rather than months.

Cost-Benefit 143

Cost-Benefit Metrics Insurance Measurement 143

Smart Data Collective

SEPTEMBER 17, 2019

You need to consider the benefits of using an electrical system that relies on machine learning technology. AI can make it much more cost-effective and efficient. E&T Magazine talked about the benefits of using AI in energy. What other risks and inefficiencies are you facing if you procrastinate on upgrading it?

Machine Learning 92

Machine Learning Enterprise Insurance Cost-Benefit 92

FineReport

AUGUST 13, 2021

Insurance companies provide risk management in the form of insurance contracts. Industry-specific, comprehensive, and reliable data management and presentation have become an issue of increasing concern in the insurance industry. The insurance dashboard is one of the most commonly used data display methods.

Insurance 52

Insurance Dashboards KPI Analytics 52

CIO Business Intelligence

MARCH 19, 2025

This can cause risk without a clear business case. This enforces the need for good data governance, as AI models will surface incorrect data more frequently, and most likely at a greater cost to the business. When I joined RGA, there was already a recognition that we could grow the business by building an enterprise data strategy.

Metrics 65

Metrics Enterprise Cost-Benefit Experimentation 65

CIO Business Intelligence

DECEMBER 27, 2023

Those same characteristics, however, reveal the risks AI pose to this sector. It’s really good at summarising, filling in blanks, and connecting dots, so generative AI is fit for purpose,” says Brian Baral, global head of risk at Genpact. So business technology leaders in financial services are carefully navigating a path toward AI.

Insurance 141

Insurance Cost-Benefit Risk Technology 141

Smart Data Collective

NOVEMBER 12, 2021

Big data has helped companies identify promising cost-saving measures, recruit the best talent, optimize their marketing strategies and realize many other benefits. However, there are a lot of other benefits of big data that have not gotten as much attention. Control Operational Costs. Here’s why.

Data-driven 128

Data-driven Cost-Benefit Data mining Big Data 128

Smart Data Collective

AUGUST 29, 2022

There are a lot of benefits of using analytics to help run a business. These tools help companies boost productivity , reduce costs and achieve other objectives. For example, insurance companies use cluster analysis to detect false claims, while banks use it to assess creditworthiness. Predictive analytics.

Analytics 132

Analytics Predictive Analytics Machine Learning Insurance 132