Remove Analytics Remove Insurance Remove Off-The-Shelf
article thumbnail

Getting specific with GenAI: How to fine-tune large language models for highly specialized functions

CIO

The challenge, as many businesses are now learning the hard way, is that simply applying black box, off-the-shelf LLMs, like a GPT-4, for example, will not deliver the accuracy and consistency needed for professional-grade solutions. The key to this approach is developing a solid data foundation to support the GenAI model.

article thumbnail

Streaming Analytics in the Real World

Cloudera

From leading banks, and insurance organizations to some of the largest telcos, manufacturers, retailers, healthcare and pharma, organizations across diverse verticals lead the way with real-time data and streaming analytics. The data shelf life is decreasing,” said Marr. Static, historical data is no longer enough. .

article thumbnail

IBM and AWS Create a Path to Modernization Via Industry-Specific Solutions

CIO

In healthcare, securing personal health data is key, governed by national standards laid out by the Health Insurance Portability and Accountability Act (HIPAA). Modernization journeys are complex and typically highly custom, dependent on an enterprise’s core business challenges and overall competitive goals.

AWS 272
article thumbnail

How Financial Services and Insurance Streamline AI Initiatives with a Hybrid Data Platform

Cloudera

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.

article thumbnail

Automated Claims Processing: Using RPA and Machine Learning to Manage Insurance Claims

Altexsoft

The insurance industry is notoriously bad at customer experience. In the last few years, Chinese tech giants have been making massive strides at becoming the center of insurance innovation. To compete, insurance companies revolutionize the industry using AI, IoT, and big data. Not in China though. Why automate claims?

article thumbnail

Customer Loyalty In Insurance: Technologies and Strategies To Retain and Keep Customers Loyal

Altexsoft

Insurance companies find it difficult to attract new customers and retain them, especially when almost every insurer offers the same service or product. It’s also challenging since insurance is a low-touch industry, and insurers seldomly interact with their customers. The customer loyalty problem in insurance.

article thumbnail

8 Digital Healthcare Trends For 2025

Perficient

Strict regulations around HIPAA, PHI, and PII create significant barriers, making it difficult to adopt off-the-shelf AI solutions from fields like commerce or digital experience. Healthcare Trend #1: AI Disruption and Enablement Healthcare has seen a surge of interest in AI, with the market set to soar to $187.95 billion by 2030.