AI for Sales: key terms & concepts
AI is reshaping how revenue teams prospect, write, follow up, qualify, and forecast. This hub gathers the concepts behind that shift — AI agents, large language models, retrieval and memory, guardrails, hallucination, and the rest of the vocabulary of AI-assisted selling — so you can tell the substance from the hype.
These pages explain the ideas, not the product. For how Outsales puts them to work — autonomous prospecting, AI follow-ups, and an AI-run CRM — follow the links to the product and AI SDR pages.
AI for Sales terms
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 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 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.
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.
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.