article thumbnail

Unlocking generative AI’s greatest growth opportunities

CIO

In fact, our team has been working with generative and conversational AI in complex professional services applications like insurance, banking, and healthcare for the better part of a decade, and we’ve learned some important lessons along the way. Where will the biggest transformation occur first?

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.

Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

Trending Sources

article thumbnail

Taktile makes it easier to leverage machine learning in the financial industry

TechCrunch

It makes sense as banks and insurance companies gather a ton of data and know a lot of information about their customers. You can use artificial intelligence to identify fraudulent transactions, predict creditworthiness, detect fraud in insurance claims, etc. The product works with both off-the-shelf models and customer-built models.

article thumbnail

Transforming IT culture for business success

CIO

In lieu of integrating and customizing off-the-shelf enterprise applications such as Salesforce or SAP, Power Home Remodeling has constructed its own proprietary NITRO platform used to run and optimize all aspects of the business and customer experience. Back in the day, IT culture was all about the perks.

Culture 321
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

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 287
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?