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Picking the Right LLM in the Healthcare Industry

Challenge

Since November of 2022 with the unveiling of OpenAI’s ChatGPT, firms across the globe have begun racing to deploy such capabilities. Understanding fact vs science fiction in such a environment is very difficult. A healthcare SaaS company, seeing opportunities for LLM adoption across the organization, sought KUNGFU.AI’s help in evaluating a handful of use cases.

Solution

This healthcare SaaS company came to the table with several different use cases across the organization. KUNGFU.AI Strategy and Machine Learning personnel engaged to unpack each use case, understand key goals and risks, and evaluate up to 7 different LLMs and their efficacy with the given use case.

Outcome

Over the course of several weeks, KUNGFU.AI was able to identify and prioritize the use cases this Saas company was considering, evaluating the technical requirements and ROI for each case. Using KUNGFU.AI’s LLM medical scorecard, the team was able to stack-rank available LLMs based on fine-tune-ability, use on HIPAA data, and more. Lastly, the KUNGFU.AI team helped this company with their roadmap out the adoption of LLMs across the various use cases.

Strategy
Consulting
AI
ChatGPT
LLMs

Picking the Right LLM in the Healthcare Industry

Challenge

Since November of 2022 with the unveiling of OpenAI’s ChatGPT, firms across the globe have begun racing to deploy such capabilities. Understanding fact vs science fiction in such a environment is very difficult. A healthcare SaaS company, seeing opportunities for LLM adoption across the organization, sought KUNGFU.AI’s help in evaluating a handful of use cases.

Solution

This healthcare SaaS company came to the table with several different use cases across the organization. KUNGFU.AI Strategy and Machine Learning personnel engaged to unpack each use case, understand key goals and risks, and evaluate up to 7 different LLMs and their efficacy with the given use case.

Outcome

Over the course of several weeks, KUNGFU.AI was able to identify and prioritize the use cases this Saas company was considering, evaluating the technical requirements and ROI for each case. Using KUNGFU.AI’s LLM medical scorecard, the team was able to stack-rank available LLMs based on fine-tune-ability, use on HIPAA data, and more. Lastly, the KUNGFU.AI team helped this company with their roadmap out the adoption of LLMs across the various use cases.

Strategy
Consulting
AI
ChatGPT
LLMs

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