A Practitioner's Perspective on LLMOps

Generative AI and LLMs can bring transformative value to businesses. LLM application archetypes are becoming increasingly clear, and the technology ecosystem is maturing. However, most companies struggle to build and efficiently operationalize LLM applications. LLMOps, as a discipline, is emerging as a solution to overcome the challenges throughout the LLM development lifecycle. This session will explore the development of LLMOps from a practitioner’s perspective, highlighting how it addresses key concerns like cost optimization, risk mitigation, and improved collaboration between stakeholders. Real-world case studies and lessons learned will be shared, offering practical insights for fellow practitioners embarking on the exciting and challenging world of LLMOps.