Remove Experimentation Remove Insurance Remove Optimization
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How AI orchestration has become more important than the models themselves

CIO Business Intelligence

At EXL, we recently launched a specialized Insurance Large Language Model (LLM) leveraging NVIDIA AI Enterprise to handle the nuances of insurance claims in the automobile, bodily injury, workers compensation, and general liability segments. In fact, business spending on AI rose to $13.8

Modeling 116
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Where CIOs should place their 2025 AI bets

CIO Business Intelligence

Other document processing use cases include conducting clinical trials in life sciences, loan underwriting in retail banking, and insurance claims processing. It created fragmented practices in the interest of experimentation, rapid learning, and widespread adoption and it paid back productivity dividends in many areas.

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How CIOs align with CFOs to build RevOps

CIO Business Intelligence

That includes many technologies based on machine learning, such as sales forecasting, lead scoring and qualification, pricing optimization, and customer sentiment analysis. We’re mostly still optimizing our sales and marketing processes with CRM tools,” he says. But that could change. “I And that’s just the start.

Sales 128
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Expectations vs. reality: A real-world check on generative AI

CIO Business Intelligence

Pilots can offer value beyond just experimentation, of course. McKinsey reports that industrial design teams using LLM-powered summaries of user research and AI-generated images for ideation and experimentation sometimes see a reduction upward of 70% in product development cycle times.

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CIOs sharpen cloud cost strategies — just as gen AI spikes loom

CIO Business Intelligence

“Awareness of FinOps practices and the maturity of software that can automate cloud optimization activities have helped enterprises get a better understanding of key cost drivers,” McCarthy says, referring to the practice of blending finance and cloud operations to optimize cloud spend.

Strategy 140
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AI agents will transform business processes — and magnify risks

CIO Business Intelligence

Insurance company Aflac is one company making sure this is the case to maintain human oversight over the AI, instead of letting it act completely autonomously. These projects include those that simplify customer service and optimize employee workflows. Plus, each agent can be optimized for its specific tasks.

Risk 136
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What Are ChatGPT and Its Friends?

O'Reilly on Data

Many of these go slightly (but not very far) beyond your initial expectations: you can ask it to generate a list of terms for search engine optimization, you can ask it to generate a reading list on topics that you’re interested in. It was not optimized to provide correct responses. It has helped to write a book.

IT 346