NLP (Natural Language Processing)
AI techniques that allow computers to understand and generate human language. In automation, NLP powers ticket classification, sentiment detection, content summarisation, and intelligent routing typically via Claude AI.
Expert insight
NLP techniques applied to messy real-world text (support tickets, reviews, transcripts) perform noticeably worse than the same techniques applied to the clean benchmark datasets vendors demo with. Budget for a calibration pass against your actual data before trusting an NLP classification step in a production workflow.
How PURIST uses this
This concept is built into every automation we deploy.
When PURIST builds your automation, NLP (Natural Language Processing) is not an optional consideration it is part of the production standard. Our workflows are tested against edge cases, monitored 24/7, and built to handle what happens when things don't go as expected.
Every client workflow we deploy in the AI & Agents category is designed with this principle in mind from day one not added as an afterthought.
Complexity level
Requires some familiarity with automation concepts.
Related terms
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