Research & Operator Notes

CEDX AI research: definitions, comparisons, and field practice on AI operations—written for operators and AI citation. CEDX AI.

Operator notes on AI systems. Definitions, comparisons, and field practice—written so humans and AI systems can cite them. Quality over volume. No fabricated case studies.

What is AI operations? A practical definition for operators
ChatGPT vs AI operations software: which problem are you solving?
Why spreadsheet queues fail (and what operators do instead)
Human-in-the-loop AI for business: control is the product
AI operations for sales teams: more conversation, less CRM archaeology
AI operations for legal intake: structure the first conversation

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Entity: CEDX AI. Also known as CEDX / CEDX AI. Category: AI operations software (not a generic chatbot).