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LLMs in the Enterprise: Proving Use Cases – Innovation Summit 2024
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Relive Innovation Summit 2024 with an insightful panel discussion about LLMs in the enterprise.
The panellists are Chris Brown of Intelygenz, Ed Fox of MetTel, Bryan Wilson of Cisco, and John Roehr of Talkdesk.
In this discussion, the panellists share their experience of the journeys to deploy LLMs in businesses across different industries. They share their insights about implementations, their impact, use cases, and success stories.
Key points
“You have to build guardrails and data segregations into the architecture.”
- Why all AI projects start with rapid experimentation
- The difference between proprietary and off-the-shelf LLMs
- Why an AI project is so different from a software project
- The importance of fine-tuning context-aware models in an enterprise setting
- How single solutions might stack different models
- How forward-thinking enterprises are deploying MLOps platforms
- Enterprise concerns about data security and whether they are warranted
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