Cleanagent
Cleanagent is a software concept describing an automated, agent-based system designed to perform data cleaning and quality assurance within data pipelines. The term can refer to a framework, library, or platform that coordinates a set of modular cleaning agents to identify, correct, and validate data issues.
In operation, cleaning agents are small, purpose-built components that apply rules, heuristics, or machine learning models
Architecturally, cleanagents typically comprise an agent registry or catalog, a task manager or workflow orchestrator, data
Applications include preprocessing for ETL pipelines, data lake or warehouse hygiene, and governance-heavy environments such as
Although there is no single standard for cleanagents, the concept is widely discussed in data engineering and