Insurance Machine Learning Off-The-Shelf 
TechCrunch
AUGUST 25, 2021
Meet Taktile , a new startup that is working on a machine learning platform for financial services companies. This isn’t the first company that wants to leverage machine learning for financial products. They could use that data to train new models and roll out machine learning applications.
CIO
DECEMBER 10, 2024
As many companies that have already adopted off-the-shelf GenAI models have found, getting these generic LLMs to work for highly specialized workflows requires a great deal of customization and integration of company-specific data. Large language models (LLMs) just keep getting better. From Llama3.1 to Gemini to Claude3.5
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Erik Bernhardsson
APRIL 21, 2015
There’s a bunch of companies working on machine learning as a service. Instead of the negative let’s go through the ways I think a machine learning API can actually be useful (ok full disclosure: I don’t think it’s very many). Focusing on a particular niche makes it easier to build something that works off the shelf.
Altexsoft
APRIL 13, 2021
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?
Erik Bernhardsson
APRIL 21, 2015
There’s a bunch of companies working on machine learning as a service. Instead of the negative let’s go through the ways I think a machine learning API can actually be useful (ok full disclosure: I don’t think it’s very many). Focusing on a particular niche makes it easier to build something that works off the shelf.
iTexico
AUGUST 26, 2019
Machine Learning Use Cases: iTexico’s HAL. The smart reply function utilizes machine learning to automatically suggest three different brief, customized responses to quickly answer any emails you may receive. Small cameras, placed on top of shelves, monitor and stream real-time information on shelf-stock levels.
Cloudera
MAY 4, 2022
In a retail operation, for instance, AI-driven smart shelf systems use Internet of Things (IoT) and cloud-based applications to alert the back room to replenish items. Insurance and finance companies leverage this speed to review claims, loan requests, and credit checks. Benefits aplenty. Faster decisions . Error reduction.
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