LLMs at Enterprise Scale: Lessons They Don’t Teach in Tutorials
Educator 1
Saturday 26 July, 12:00 - 12:45
Designing LLM-powered applications is easy—until real users show up. This session focuses on how to build and deploy LLM solutions that are scalable, reliable, and production-ready at enterprise scale.
We’ll cover:
- Architectural patterns for handling millions of requests and high-throughput pipelines.
- Techniques for reducing latency, cost, and hallucination rates.
- Best practices for evaluating and stress-testing LLM outputs.
- Real-world examples: How we built and shipped League Summaries and our TransCreation content pipeline, ensuring reliability under load.
Ideal for developers and architects ready to move from proof-of-concept to production.
We’ll cover:
- Architectural patterns for handling millions of requests and high-throughput pipelines.
- Techniques for reducing latency, cost, and hallucination rates.
- Best practices for evaluating and stress-testing LLM outputs.
- Real-world examples: How we built and shipped League Summaries and our TransCreation content pipeline, ensuring reliability under load.
Ideal for developers and architects ready to move from proof-of-concept to production.