Evaluate, Select, and Implement LLM Use Cases
This comprehensive how-to guide explores the strategies, tactics, and best practices for selecting and deploying LLM use cases. It explores eight real-world use cases and explains the potential impact of LLM-powered tasks on business operations, efficiency, and innovation.
How to evaluate, select, and implement LLM use cases
Getting started with LLMs can be daunting given the myriad of possible use cases and the considerations involved, including if the use case is even suitable for LLMs or if the required data is easy enough to collect. And then there's the problem of getting projects into production.
While organizations have realized that the potential value of GenAI is too big to ignore, the challenges of selecting and deploying LLM use cases have left many teams stuck in experimentation. As a result, leading organizations are investing in LLM software platforms to help maximize the effectiveness of their GenAI development efforts including enabling performance improvements, solution flexibility, cost management, third-party data usage and integration, and life-cycle management capabilities.
Detailed Examples
Discover a variety of enterprise LLM use cases from different industries and departments, and learn how LLM-powered tasks improve efficiency, reduce costs, and inspire creativity when the right technologies, strategies, and best practices are in place.
Structured Framework
Learn how to evaluate and select LLM use cases by focusing on value vs effort, where value is defined by the efficiency gains of the task being completed with the help of LLMs vs without, and effort is the amount of time and resources needed to complete the task with the help of LLMs vs without.
Best Practices
Explore why leading organizations are opting for end-to-end LLM software platforms over LLM application development frameworks to accelerate efficiency gains, enhance outcome accuracy, and support data-driven decision-making.
This how-to guide provides guidance and insights for business leaders and enterprise teams that are interested in the benefits of LLM-powered business change.
- Explore eight enterprise LLM use cases and the benefits of leveraging a platform approach
- Download a reusable use case scoring guide and template that plots use cases on a value vs effort graph
- Discover how to categorize LLM uses cases for prioritization and approval
- Learn best practices for deploying LLM-powered tasks in the enterprise
- Get IDC's recommendations on LLM software platforms
