Infrastructure
LLMOps
The operational practices for deploying, monitoring, and managing large language models in production.
Definition
The set of tools, practices, and processes for operationalizing LLM-based applications. Covers prompt management, model versioning, cost tracking, latency monitoring, evaluation, and safety guardrails.
Why it matters
Building an LLM demo is easy. Running one in production reliably and cost-effectively requires LLMOps discipline.
Related terms in Infrastructure
API
A digital plug or messenger that lets two different software programs talk to each other.
API Gateway
The security guard at the front door of your software that checks IDs and directs traffic.
Cloud Computing
Renting powerful computers over the internet instead of buying and keeping them in your own office.
Edge AI
Running AI directly on the device (phone, camera, car) instead of sending data to the cloud, faster and more private.
From vocabulary to outcomes
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Knowing the term is step one. Deploying it inside a revenue architecture that compounds is what Sophizo builds.
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