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Glossary

Terms for governed AI communication

Short, direct definitions for the concepts behind Twintual and the category it sits in - written to answer the question on their own, without needing the rest of the page for context.

AI Communication OS

An AI communication OS is an AI layer that runs across every channel a company uses to communicate, rather than living inside a single app.

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Communication Twin

A communication twin is a per-person AI trained on one individual's writing style that drafts their replies, meetings, and follow-ups for them to review.

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Context-Switching Cost

Context-switching cost is the time and focus lost when someone moves between different apps or tasks and has to re-orient before they can continue working.

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Digital Twin (Communication Context)

In a communication context, a digital twin is a live model of how one person writes and responds, used to draft in their voice - not a physical machine.

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Governed AI Layer

A governed AI layer is AI deployed on top of a company's existing tools that keeps human approval and admin oversight in place, rather than acting autonomously.

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Human-in-the-Loop Messaging

Human-in-the-loop messaging is a workflow where AI drafts a message but a person must click send before it goes out - the AI never sends on its own.

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Message Handling Time

Message handling time is the total time someone spends reading, triaging, and drafting replies to messages across all of their communication channels.

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Metadata-Only Administration

Metadata-only administration lets admins see usage information - who messaged whom, when, and where - but never the actual content of the messages.

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Shadow AI

Shadow AI is AI tool use inside a company that hasn't been formally evaluated or approved by IT, like an employee using a personal ChatGPT account for work.

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Unified Inbox

A unified inbox brings messages from multiple channels - email, chat, and messaging apps - into one place to read and respond from, instead of checking each app separately.

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