# AI Basics

Foundational guides on the AI concepts behind modern customer support - conversational AI, RAG, LLMs, knowledge bases, generative vs agentic AI, and how it all fits together. Written for business leaders, not engineers.

> Source: https://www.robylon.ai/category/ai-basics
> Articles: 12

- [AI Agent vs Agentic AI: One Is a System, the Other Is a Degree of Autonomy](https://www.robylon.ai/blog/ai-agent-vs-agentic-ai) — 2026-09-25 — An AI agent is a thing you deploy; agentic AI is a property that describes how much a system plans and acts on its own. This guide walks through the spectrum of agency, shows one refund request handled at four levels, and lists the questions that expose agent washing.
- [Agentic AI vs Generative AI: 5 Key Differences (With Real Examples)](https://www.robylon.ai/blog/agentic-ai-vs-generative-ai) — 2026-03-28 — Agentic AI vs. Generative AI: definitions, architectures, and KPIs to choose the right stack and ship safely with examples from MidJourney and Stability AI.
- [How Do AI Chatbots Actually Work? 4 Layers Explained Simply (2026)](https://www.robylon.ai/blog/how-do-ai-chatbots-work) — 2026-03-28 — Explore how AI chatbots work, from NLP and ML to real-world use cases for smarter, faster customer interactions.
- [How to Cut Customer Service Costs by 30% Without Hurting CSAT (2026 Playbook)](https://www.robylon.ai/blog/reduce-customer-service-costs) — 2026-03-28 — Practical 2026 playbook to cut support costs without hurting CSAT. Deploy self-service, AI chatbots, live chat, and smart routing to raise FCR and reduce AHT.
- [What Are AI Agents? The 5-Minute Explainer Every Business Leader Needs](https://www.robylon.ai/blog/what-are-ai-agents) — 2026-03-28 — AI agents are autonomous systems that make decisions, complete tasks, and learn over time redefining customer support, workflows, and automation across industries.
- [AI Chatbot vs Voice Agent: 5 Factors That Decide Which Wins Your Funnel](https://www.robylon.ai/blog/ai-chatbot-vs-voice-agent) — 2026-03-27 — Chatbots vs voice agents: Which fits your funnel? Explore use cases, multilingual reach, pros/cons, cost, latency, telephony, and CX impact and deployment checklists.
- [How to Build an AI Agent in 7 Steps (No-Code Option Included) - 2026 Guide](https://www.robylon.ai/blog/build-ai-agent-step-by-step-2026) — 2026-03-24 — Learn how to build an AI agent step by step. Discover how to design, develop, and deploy AI agents for business, support, and automation use cases.
- [AI Support QA: Score Every Conversation with Robylon](https://www.robylon.ai/blog/ai-support-qa-score-every-conversation-with-robylon) — 2026-03-23 — AI QA software that scores 100% of support conversations for quality, compliance, and sentiment across chat, voice, and email.
- [Automate Customer Support Ticket Replies With AI That Understands Context](https://www.robylon.ai/blog/automate-customer-support-ticket-replies-with-ai-that-understands-context) — 2026-03-21 — Automate customer support ticket replies with AI that understands intent, follows workflows, integrates with your helpdesk, and escalates to humans when needed.
- [How to Analyze Support Ticket Sentiment & Agent Quality at Scale – Robylon](https://www.robylon.ai/blog/how-to-analyze-support-ticket-sentiment-agent-quality-robylon) — 2026-03-21 — Analyze every support ticket for sentiment, agent handling quality, and AI performance. 100% coverage, weekly insights, and unified QA dashboards.
- [AI Knowledge Base (2026): Definition, Benefits & Tools](https://www.robylon.ai/blog/ai-knowledge-base-guide-2026) — 2026-02-25 — Discover everything about AI knowledge bases in 2026, from definition and benefits to building steps, top tools like Robylon, Zendesk, Guru, Korra, and best practices for implementation.
- [AI Agent Frameworks | A Strategic Overview](https://www.robylon.ai/blog/ai-agent-frameworks) — 2026-01-08 — Unpack the AI agent frameworks powering today’s enterprise automation from open-source tools to multi-agent systems and highly customizable architectures.