Getting started
Key concepts: Living Knowledge, Living Memory, Living Context
Understanding the key concepts of Living Knowledge, Living Memory, and Living Context is essential to grasp how the Unless AI agent operates. These three senses work together seamlessly to create a powerful, intelligent system that knows your business, remembers your customers, and acts within your operational environment. This article explains each concept in detail and how they interrelate to deliver personalized and effective customer interactions.
living knowledge: what the agent knows
Living Knowledge represents the comprehensive body of information the agent has about your business. It is built from over 100 integrations that pull data from various sources such as support tickets, internal documentation, team communications, wikis, recordings, and public-facing content. This information is continuously restructured and rewritten into a single, unambiguous, and always-current content library.
This library serves multiple purposes: it powers the Customer Agent that interacts with customers, the Team Assistant that supports your internal team, and the Help Center that provides self-service resources. Because the library maintains itself automatically from accepted drafts and edits, documentation operations are greatly reduced, ensuring the agent always has the most accurate and up-to-date knowledge.
living memory: who the agent is talking to
Living Memory focuses on the individual customer the agent is engaging with. It stores private, per-customer data such as preferences, interaction history, sentiment, and goals. This sense unites structured data from your systems with the agent’s working memory during conversations.
By remembering who the customer is and what they have done before, the agent can personalize interactions and maintain continuity across multiple engagements. This prevents customers from having to repeat information and allows the agent to build a relationship rather than starting each conversation from scratch.
living context: where the agent is acting
Living Context is the agent’s awareness of the customer’s current situation and the operational environment. It connects in real time to your CRM, billing, ERP, support tools, and custom APIs, giving the agent access to live data such as account status, order details, subscription information, and more.
This sense enables the agent to perform actions on behalf of the customer, such as resetting passwords, checking order status, triggering renewals, or sending in-app notifications at the right moment. Procedures are defined once and run with explicit permissions, ensuring the agent only takes authorized actions, some autonomously and others requiring human approval.
Living Context is read live during conversations, not pre-synced, so the agent always works with the most current data. If a connector is unavailable, the agent gracefully degrades its capabilities but continues to assist the customer.
how the three senses work together
When a customer interacts with the Unless AI agent, the three senses combine to create a rich, contextual experience:
Living Knowledge provides the agent with accurate and comprehensive information about your business and products.
Living Memory recalls the customer’s past interactions, preferences, and goals to personalize the conversation.
Living Context gives the agent real-time access to the customer’s current data and enables it to take appropriate actions within your systems.
This integration allows the agent to deliver conversations that feel natural and continuous, improving customer satisfaction and operational efficiency.
conclusion
Living Knowledge, Living Memory, and Living Context form the foundation of the Unless AI agent’s intelligence and effectiveness. By knowing what your business knows, remembering who it is talking to, and acting within the customer’s current context, the agent can provide personalized, accurate, and actionable support. Understanding these key concepts helps you leverage the full power of Unless to enhance customer experiences and streamline your operations.