Glossary Library

Technical GlossaryGenerative AI and LLM

Verification Loop

A workflow pattern that attempts to validate model output through additional checks, source review, or second-stage verification.

A verification loop provides an important protective layer in systems that require high accuracy and low hallucination risk. The model first produces an answer, which is then reviewed by a second logical or source-based filter. This helps position generative AI not as an unchecked decision maker, but as a controllable support system.

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Data Collection SLA

An operational service-level framework that defines timeliness, completeness, and availability standards for data flows.

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Data Pipeline

A processing chain that reliably moves data from a source, through transformations, into one or more target systems.

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Idempotency

The property of producing a stable, non-duplicated result even when the same operation is run multiple times.