Enterprise AI Knowledge Base

The Definitive
AI Glossary

Master the terminology of the conversational AI revolution. From sub-500ms voice agents to RAG architectures, we define the future.

In short

What is the Botcadence AI Glossary?

The Botcadence AI Glossary explains the terms businesses need to evaluate, deploy, and measure AI voice agents, chatbots, customer support automation, lead qualification, and generative search optimization.

Browse AI and automation terms

AEO (Answer Engine Optimization)

AEO is the process of optimizing content to be selected as the primary answer by AI-powered search engines and voice assistants.

Agentic Workflow

Agentic Workflow is a sequence of steps an AI agent plans and runs on its own, calling tools such as a calendar, CRM or knowledge base to finish a task.

AI Agent

AI Agent is an autonomous AI system that can pursue a goal by interacting with its environment and using available tools.

AI Answering Service

AI Answering Service is a phone answering service run by an AI voice agent instead of a call-centre operator: it answers every call at once, follows your script, books appointments and writes the result to your systems, and transfers to a person when its rules say so.

AI Appointment Setter

AI Appointment Setter is a voice or chat agent whose single job is to turn a lead into a booked meeting, confirmed on the calendar and written to the CRM.

AI CRM Automation

AI CRM Automation is the use of an AI agent to create, update, score and action CRM records from conversations instead of manual data entry.

AI Customer Service

AI Customer Service is the use of AI voice and chat agents to answer customer questions, resolve routine issues and route the rest to people, 24/7.

AI Enrollment Automation

AI Enrollment Automation is the use of chat and voice agents to answer admissions questions, collect application details and move applicants to the next step.

AI Guardrails

AI Guardrails are the rules and controls, inside and outside the model, that keep an agent on topic, within policy and away from unauthorized actions.

AI Receptionist

AI Receptionist is a voice agent set up for front-desk work: it answers the business line, books and reschedules, takes structured messages and routes calls.

AI Reply Credit

AI Reply Credit is the unit chat plans are metered in: one credit is one reply generated by the AI agent in a chat conversation on any channel, and each plan includes a monthly allowance.

AI Return on Investment (ROI)

AI Return on Investment (ROI) is the net gain from an AI agent: recovered revenue plus avoided cost, minus subscription, setup and transcript review time.

AI Sales Agent

AI Sales Agent is a conversational agent that answers product questions, qualifies prospects, handles objections and books the next step on chat or phone.

AI Voice Agent

AI Voice Agent is software that answers or places phone calls, understands natural speech, completes tasks such as booking, and hands off to a person.

Answered Call (Billing)

Answered Call is the billing unit used by managed answering plans such as the Restoration Answer Desk: a call that the agent picked up and handled, with spam, hang-ups and wrong numbers excluded, as opposed to per-minute billing.

API (Application Programming Interface)

API (Application Programming Interface) is the documented contract one program exposes so other software can read or change its data on request.

AI Appointment Scheduling

AI Appointment Scheduling is using AI to autonomously book meetings and demos directly into your team's calendar.

ASR (Automatic Speech Recognition)

ASR is the speech-to-text layer of a voice agent that turns a caller's spoken audio into text in real time so the language model can act on it.

Automated Follow-up

Automated Follow-up is a sequence of messages or calls an AI agent sends to a lead who has not replied or finished a step, timed and stopped by rules.

Automated Triage

Automated Triage is the use of an AI agent to sort incoming calls and messages by urgency and type, routing emergencies to a person at once.

Autonomous Agent

Autonomous Agent is an AI agent that pursues a goal across many steps and conversations, deciding when to act, which tools to use and when to stop.

Barge-in

Barge-in is a voice agent's ability to stop speaking and listen the moment the caller starts talking over it, instead of finishing its sentence first.

BSP (Business Solution Provider)

BSP is a Business Solution Provider, a company authorised by Meta to give businesses access to the WhatsApp Business Platform, often bundled with hosting, a shared inbox, templates and support.

AI Call Transcription

AI Call Transcription is the automatic conversion of a recorded or live call into a searchable, speaker-labeled text transcript with a summary.

Chatbot Deflection

Chatbot Deflection is the successful resolution of a customer issue by an AI without the need for a human agent.

Cold Calling AI

Cold Calling AI is the use of an outbound voice agent to place first-contact calls to a prospect list, qualify interest and book or transfer responders.

Conditional Call Forwarding

Conditional Call Forwarding is a phone-line setting that sends calls to another number only under a condition, such as no answer after a set number of rings, a busy line, or outside business hours, which is how most businesses route calls to an AI answering service without changing their number.

Contained-Loss Inspection Booking

Contained-Loss Inspection Booking is scheduling a restoration inspection during the inbound call when damage is not an active emergency that must wake on-call staff.

Context Switching in AI

Context Switching in AI is an agent's ability to follow a customer who changes topic mid-conversation and return to the unfinished request intact.

Contextual Awareness

Contextual Awareness is an agent's ability to carry what was said earlier in a conversation, and what is known about the customer, into each new reply.

Conversation Design

Conversation Design is the discipline of planning what an AI agent says, asks and does at each turn so dialogues are clear, short and reach the goal.

Conversational AI

Conversational AI is a subset of artificial intelligence that focuses on enabling computers to understand, process, and respond to human language in a natural way.

Conversational Commerce

Conversational Commerce is buying and selling inside a messaging thread, where an agent answers product questions, checks stock and takes orders.

Conversational Support

Conversational Support is a support model where customers resolve issues through ongoing messaging threads on channels they already use, not tickets.

CRM Integration

CRM Integration is the connection between an AI agent and a CRM such as HubSpot or Salesforce so it can read contact history and write back outcomes.

CRO (Conversion Rate Optimization)

CRO (Conversion Rate Optimization) is the work of raising the share of visitors who complete a goal such as a form, booking or purchase by testing changes.

CLV (Customer Lifetime Value)

CLV (Customer Lifetime Value) is the total margin expected from one customer over the whole relationship, driven by order value, frequency and retention.

Data Privacy in AI

Data Privacy in AI is the set of controls over what customer data an agent collects, stores, shares and uses for training, and how long it keeps it.

Enterprise AI

Enterprise AI is AI deployed inside a large organization with the controls scale requires: access rules, audit logs, data protection and change management.

Few-shot Learning

Few-shot Learning is giving a language model two to five worked examples inside its prompt so it copies the format, tone and handling they show.

Fine-tuning

Fine-tuning is further training a pretrained language model on your own examples so a specific style, format or domain behavior is built into its weights.

GEO (Generative Engine Optimization)

GEO (Generative Engine Optimization) is the practice of structuring content so AI answer engines such as ChatGPT and Perplexity retrieve and cite it.

AI Hallucination

AI Hallucination is a confident, fluent reply from a language model that no source available to it supports: an invented policy, price or order status.

HITL (Human-in-the-Loop)

HITL is a model of AI interaction where humans provide feedback or intervention to ensure accuracy and safety.

Inbound Support AI

Inbound Support AI is an AI agent that answers incoming calls, chats and messages from customers, resolving routine requests and routing the rest.

Intent Recognition

Intent Recognition is the step where a conversational agent works out the goal behind a message, such as booking, cancelling or asking a price, and routes it.

Intelligent Virtual Assistant (IVA)

Intelligent Virtual Assistant is a conversational agent that uses natural language understanding to resolve open-ended requests on voice and chat.

Knowledge Base

Knowledge Base is the set of approved content, such as FAQs, policies and price lists, that an AI agent is allowed to answer from on every channel.

LAM (Large Audio Model)

LAM is a neural model trained directly on audio so it can listen, understand and speak without first converting everything into text.

AI Lead Capture

AI Lead Capture is the collection of a prospect's name, contact details and intent by a conversational agent during a chat or call, written into the CRM.

Lead Enrichment

Lead Enrichment is the step that adds company, role, source and conversation context to a captured lead so routing and follow-up rely on more than a name.

Lead Qualification

Lead Qualification is the process of determining whether a potential customer is a good fit for your business based on their needs, budget, and authority.

AI Lead Scoring

AI Lead Scoring is assigning a numerical value to leads based on their conversation responses and behavior.

LLM (Large Language Model)

LLM is a large language model: a neural network trained on huge text corpora that reads a conversation and writes the next reply or picks a tool to call.

Lead Response Time (LRT)

Lead Response Time (LRT) is the elapsed time between a prospect's first inbound message or call and the first substantive reply from the business.

Meta Verified Tech Provider

Meta Verified Tech Provider is the status Meta grants to a software company whose identity and app have passed its business verification and app review.

MQL vs. SQL in AI

MQL vs. SQL in AI is the handoff point where an agent decides that a marketing qualified lead has shown enough fit and intent to become sales qualified.

Multi-turn Dialogue

Multi-turn Dialogue is a conversation in which an AI agent carries context across several exchanges to complete one task rather than answering in isolation.

Multilingual AI

Multilingual AI is the ability of an AI agent to communicate fluently in multiple languages.

NLG (Natural Language Generation)

NLG is the writing step of an agent: turning a decision and structured data, such as a slot time, into a clear reply in the customer's language and tone.

NLP (Natural Language Processing)

NLP is the field of AI that lets software read, interpret and produce human language, and it is the foundation under every chat and voice agent on the market.

NLU (Natural Language Understanding)

NLU is the reading side of NLP: the step that turns a customer's message into meaning, intent and extracted details such as names, dates and order numbers.

Omnichannel Support

Omnichannel Support is the delivery of customer conversations across phone, web chat, WhatsApp, social, email and SMS with shared knowledge and history.

On-Call Escalation

On-Call Escalation is a configured ladder of texts and calls that continues until a restoration technician or backup acknowledges an emergency job.

AI Orchestration

AI Orchestration is the layer that routes audio, text and data between speech recognition, the language model, speech output and tools in one agent.

Outbound Sales AI

Outbound Sales AI is the use of AI agents to start sales conversations by calling or messaging prospects, qualify them and book the next step with a rep.

Prompt Engineering

Prompt Engineering is the practice of writing and testing the instructions, examples and context a language model receives so an agent behaves reliably.

PropTech AI

PropTech AI is the use of AI agents and models in real estate for listing inquiries, buyer and tenant qualification, viewings and maintenance requests.

RAG (Retrieval-Augmented Generation)

RAG is a pattern where an agent fetches the most relevant passages from your documents and gives them to the language model before it writes a reply.

Real-time CRM Sync

Real-time CRM Sync is the practice of updating CRM records while an AI conversation is still in progress, so each captured field appears within seconds.

Restoration Answering Service

Restoration Answering Service is after-hours and overflow phone coverage that answers water, fire, mold and sewage calls for restoration companies.

Sales Velocity

Sales Velocity is the revenue a pipeline produces per day, calculated from the number of opportunities, average deal value, win rate and sales cycle length.

Scalable Support

Scalable Support is a support operation whose capacity grows with volume without a matching rise in staff, usually because AI agents absorb routine work.

Sentiment Analysis

Sentiment Analysis is the detection of a customer's emotional state, such as frustration, from what they write or say, used to adjust replies and handoff.

Shopify AI Chatbot

Shopify AI Chatbot is a chat agent connected to a Shopify store's catalog, orders and policies, answering product and order questions in chat.

AI Service Level Agreement (SLA)

AI Service Level Agreement (SLA) is the set of measurable commitments an AI support deployment is held to: response time, resolution, uptime and handoff.

SMS Automation

SMS Automation is the use of triggered and two-way text messages, sent by rules or an AI agent, for reminders, confirmations, follow-ups and replies to leads.

Speed to Lead

Speed to Lead is the time between a prospect's first contact (a form, a chat, a call, a DM) and the first meaningful response from your business, measured in minutes rather than hours.

STT Accuracy

STT Accuracy is how closely a speech-to-text engine's transcript matches what the caller said, usually scored as word error rate on real phone audio.

Sub-500ms Latency

Sub-500ms Latency is a response-time target for voice agents: under half a second from the caller finishing a sentence to the agent's first audible word.

System Prompt

System Prompt is the standing instruction block a language model reads before every turn, setting the agent's role, rules, tone and handoff conditions.

Tone of Voice AI

Tone of Voice AI is the configuration of how an AI agent phrases replies, from word choice and formality to pacing, so conversations sound like the brand.

TTS (Text-to-Speech)

TTS is the speech synthesis layer of a voice agent that turns the model's written reply into natural spoken audio the caller hears on the phone line.

Vector Database

Vector Database is a store that indexes document passages as embeddings so an agent can find the passages closest in meaning to a question in milliseconds.

Vertical AI

Vertical AI is an AI agent or model built for one industry, with that sector's vocabulary, workflows, integrations and compliance rules built in.

AI Voice Cloning

AI Voice Cloning is the creation of a synthetic voice that reproduces a specific person's timbre and style from recorded samples, with consent.

Voice Interaction Design (VUI)

Voice Interaction Design is the practice of shaping what a voice agent says, asks and does at each turn so spoken conversations stay short and clear.

Webhooks

Webhooks are HTTP messages one system sends to another the moment an event happens, such as a lead being qualified, so the receiver can act at once.

WhatsApp Business Automation

WhatsApp Business Automation is the use of AI chatbots to manage customer interactions on the WhatsApp Business API.

WhatsApp Business API

WhatsApp Business API is Meta's programmatic interface (the WhatsApp Business Platform) that lets businesses send and receive WhatsApp messages through software, which is what makes chatbots, shared inboxes and template broadcasts possible.

WhatsApp Coexistence

WhatsApp Coexistence is a Meta feature that lets one phone number run on the WhatsApp Business app and the WhatsApp Business Platform (API) at the same time, so a business can add a chatbot and a team inbox without giving up the app.

WhatsApp Marketing AI

WhatsApp Marketing AI is the use of an AI agent to run opted-in WhatsApp campaigns: template broadcasts that open conversations the agent then continues.

Zero-shot Learning

Zero-shot Learning is a language model handling a task from a plain description alone, with no examples or training data, such as sorting new intents.

Zero Wait Time

Zero Wait Time is a service target in which every inbound call or message gets a substantive first response at once, with no queue, hold or callback.

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The Definitive AI Glossary