The Automation Dictionary

The AI Automation Glossary

Every buzzword that runs your busywork, organized around the automation systems we build. Twenty-five terms, in plain English.

MAGICK.AGENCY AGENCY CORE

Every term, defined

The same words from the system map, spelled out so you can talk shop with any AI vendor.

RAG

Retrieval-augmented generation — answers grounded in your own documents.

Chatbots

Conversational assistants that handle support and sales around the clock.

Scrapers

Pull structured data from websites and portals on a schedule.

Voice AI

Speech agents that answer calls and take actions over the phone.

Doc Parsing

Turn PDFs, invoices, and forms into clean structured data.

Routing

Send each message, ticket, or lead to the right place automatically.

Summaries

Condense calls, threads, and documents into instant briefs.

Prompting

Engineering the instructions that make models reliable and on-brand.

Guardrails

Validation and safety layers that keep AI output inside the lines.

Embeddings

Vector representations that power semantic search and matching.

Vector DB

A database built to store and query embeddings at scale.

Enrichment

Append firmographic and contact data to every new record.

Triage

Auto-classify and prioritize incoming tickets and requests.

Reporting

Scheduled dashboards and digests generated without spreadsheets.

Scheduling

AI that books, reschedules, and reminds across calendars.

Fine-Tuning

Adapt a base model to your domain, tone, and specific tasks.

Sentiment

Detect tone and intent to flag churn risks and hot leads.

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