Workflow · saas · workflow
LLMOps: Developing, Operating, and Securing LLMs in the Enterprise — Cisco at DevOps Enterprise Summit Las Vegas 2023
Many aspects of LLMs make existing DevOps workflows difficult, leaving enterprise teams without a clear model for continuously delivering, monitoring, securing, and operating LLM-powered applications.
How it works
Common implementation structure
How this type of workflow is generally built, generalized across documented cases — not tied to any one vendor's stack. Click any stage to read what happens there. Specific products that implement these stages appear in “Tools commonly seen” below.
Stage 1 · New LLMOps deployment pipeline
A new deployment pipeline is introduced for LLM-powered applications in the enterprise.
Outcome
(not stated)
Grounding & classification
Source type: technical build writeup
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failure mode describednamed customerproduction runtime claimedworkflow describedsoftwaretechnical build writeup