AI for Sales: key terms & concepts

AI Agent Handoff

An AI agent handoff is the moment an AI agent transfers a conversation or task to a human (or another agent), passing along full context so the next party can pick up seamlessly, the escape hatch that keeps automation helpful rather than a trap.

AI Agent SOP

An AI agent SOP (standard operating procedure) is the documented set of rules, steps, and boundaries that govern how an AI agent should handle a given situation, the playbook defining what it does, in what order, and when to escalate, translating human SOPs into instructions an agent executes consistently.

AI Chat Agent

An AI chat agent is an AI system that converses with people through text chat, on a website, in an app, or in messaging, understanding what they type and responding helpfully, and increasingly taking actions, rather than following a rigid scripted menu.

AI Concierge

An AI concierge is an AI assistant that provides personalized, white-glove help to customers or prospects, guiding them, answering questions, and handling requests in a high-touch, attentive way, available instantly and at scale.

AI Copilot

An AI copilot is an AI assistant that works alongside a human, suggesting, drafting, and surfacing information in real time while the person stays in control and makes the final call. The human is the pilot; the AI assists, never acting alone.

AI Gateway

An AI gateway is a management layer that sits between an application and the AI models it uses, routing requests, enforcing policy, controlling cost, and adding security and observability, much as an API gateway does for APIs.

AI Governance

AI governance is the set of policies, controls, and oversight a company puts in place to ensure its AI systems are used safely, responsibly, and in line with its values and obligations. It keeps AI accountable as it takes on more work.

AI IVR

AI IVR is an interactive voice response system powered by artificial intelligence, a phone system that understands what callers say in natural language and responds intelligently, rather than forcing them through rigid keypad menus.

AI Lead Qualification

AI lead qualification is the use of artificial intelligence to assess and score incoming leads, automatically judging how well each fits your ideal customer and how likely it is to convert, so sales effort goes to the best opportunities.

AI Maturity Levels

AI maturity levels are a staged model describing how deeply and effectively an organization has adopted AI, from no real use through scattered experiments and integrated workflows up to autonomous operation, giving leaders a shared way to assess where they stand and what advancing requires.

AI Phone Assistant

An AI phone assistant is software that handles phone calls using artificial intelligence, conversing with callers in natural spoken language to answer questions, qualify them, route them, book appointments, or complete tasks, without a human on the line.

AI Sales Agent

An AI sales agent is an autonomous AI system that carries out sales tasks, engaging prospects, qualifying leads, answering questions, following up, and booking meetings, taking actions on its own rather than just assisting a human rep.

AI Sales Assistant

An AI sales assistant is software that helps a salesperson by drafting emails, researching prospects, summarizing calls, surfacing next steps, and updating the CRM. It augments a human rep rather than replacing them, keeping the human in control of decisions.

AI-First Organization

An AI-first organization is a company that designs its processes and decisions around AI as the default way work gets done, with humans supervising and handling exceptions, rather than bolting AI onto workflows built for manual labor.

Agent Assist

Agent assist is AI that supports a human agent in real time during a customer conversation, surfacing answers, suggesting responses, and pulling up relevant context as the call or chat happens, rather than replacing the agent.

Agent Orchestration

Agent orchestration is the coordination of multiple AI agents (and the tools and steps they use) to accomplish a complex task that no single agent or step could handle alone, managing how they work together, hand off, and stay on track.

Agentic AI

Agentic AI is artificial intelligence that does not just answer or generate content but pursues a goal, deciding the steps, taking actions through connected tools, and adapting as it goes, with limited human direction. It is the shift from AI that responds to AI that acts.

Agentic Commerce

Agentic commerce is an emerging model in which AI agents transact on a person's or company's behalf, discovering, comparing, and purchasing goods or services against the buyer's goals and constraints, rather than a human clicking through every step.

Agentic Workflow

An agentic workflow is a multi-step process executed by one or more AI agents that plan, act, use tools, and adapt toward a goal, rather than following a fixed script, deciding the path at runtime instead of running hard-coded steps.

Auto QA

Auto QA is automated quality assurance that scores every customer interaction, calls, chats, and emails, against a defined scorecard, replacing the manual practice of a reviewer sampling a small fraction of conversations by hand.

CRM Integration

CRM integration is the practice of connecting a CRM with the other tools and data sources a business runs so information flows between them automatically, making the CRM the connected hub of customer data rather than an isolated, stale island.

Context Awareness

Context awareness is an AI system's ability to understand and use the surrounding situation, conversation history, user details, and circumstances, to produce relevant, appropriate responses rather than treating each input in isolation.

Conversation Designer

A conversation designer is the person who designs how a conversational AI system, a chatbot, voice assistant, or AI agent, talks with users: the flows, the wording, the tone, and how the system handles everything from a clear request to a confused or frustrated one.

Conversation Intelligence

Conversation intelligence is software that records, transcribes, and analyzes sales calls and meetings using AI, surfacing what drives wins, losses, and deal risk so teams can coach reps and forecast more accurately.

Customer Agent

A customer agent is an autonomous AI system that handles customer interactions end to end, understanding a request, taking the actions needed to resolve it, and responding, rather than just answering questions like a basic chatbot.

Dynamic Communication

Dynamic communication is messaging that adapts in real time to the recipient and the context, tailoring content, tone, timing, and channel to who someone is and what is happening, rather than sending everyone the same fixed message.

Empathetic AI

Empathetic AI is artificial intelligence designed to recognize human emotion and respond to it appropriately, adjusting its tone, words, and actions to how a person seems to feel rather than treating every interaction as emotionally flat.

Guardrails (AI)

AI guardrails are the rules and technical controls that keep an AI system's behavior inside safe, accurate, on-brand, and compliant bounds, blocking or correcting outputs that fall outside them.

Knowledge Manager

A knowledge manager is the person or system responsible for capturing, organizing, and maintaining an organization's knowledge so it stays accurate, findable, and useful, preventing the decay that affects uncurated knowledge.

Knowledge Sharing

Knowledge sharing is the practice of making what individuals know available to the rest of the team, so expertise like winning messaging, objection responses, and customer insights is captured where everyone can find and reuse it.

Probabilistic Reasoning

Probabilistic reasoning is the practice of drawing conclusions under uncertainty by working with probabilities, degrees of likelihood, rather than treating everything as definitely true or false.

Sales Automation

Sales automation is the use of software to handle repetitive, manual sales tasks, data entry, follow-up scheduling, sequencing, and lead routing, so reps spend more time on the work that needs a human.