AI Glossary for Business Workflows

Plain-language definitions for the terms that show up most often in Business Brain-powered AI documentation.

Business Brain

A shared knowledge and execution layer for an organization. It can include approved knowledge, tone, workflows, decision rules, guardrails, and escalation logic.

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Assigned AI Agent

A role-specific AI workflow designed to prepare a particular kind of output, such as sales follow-up, support notes, operations summaries, or training material.

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Guardrails

Rules that limit what an AI system should do without review. Guardrails can define allowed topics, restricted claims, escalation triggers, and approval requirements.

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Human-in-the-Loop

A workflow where humans review, approve, or take over when the output is sensitive, risky, external-facing, or unclear.

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Escalation Logic

The conditions that cause an AI workflow to pause, route, or flag an item for human attention.

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AI Documentation

The use of AI to help capture, structure, summarize, and prepare records from conversations, meetings, calls, or operational work.

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Source-Grounded Output

An AI-generated response or draft that is based on approved source material rather than unsupported assumptions.

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Reference Number

A tracking number issued for a resident or service request so it can be looked up, followed up on, or escalated later without re-explaining the original conversation.

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Constituent Record

A structured record of a donor, volunteer, beneficiary, sponsor, or partner conversation — capturing who was involved, their stated interests or needs, and what was discussed or committed to.

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Perspective Attribution

Keeping each participant's account of a conversation — such as a student's, a family's, and staff's — separate and clearly attributed, rather than merging them into a single flattened summary.

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Missing-Information Flag

A marker on a record showing that a detail expected for that conversation type — such as a callback number or a stated need — was not captured, so it can be followed up on rather than assumed.

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Service-Quality Scoring

An assessment of how well a conversation was handled — whether questions were answered, concerns addressed, and next steps made clear — separate from whether the underlying request was resolved.

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The vocabulary is the easy part.

A live conversation is the fastest way to map these terms onto your team's workflow.