Large Language Models

This is a Large Language Model, or LLM. It reads input text and generates the most logical or probable sequence of words. It can translate, summarize, analyze, and create text. The LLM is the foundation of modern text-based AI, including chatbots.

Chatbots

This is a Chatbot. It is an LLM wrapped in software that allows a user to send input and receive a response. Attached “tools” can provide access to the Web, custom instructions, uploaded documents, and other services. ChatGPT from OpenAI, Gemini from Google, and Claude from Anthropic are all chatbots.

Agentic Workflows

This is an Agentic Workflow. It connects AI models with cloud services—such as CRM, accounting, and industry-specific systems—to perform a particular business task. You can build one using platforms such as n8n, Zapier, or Microsoft Power Automate. Each workflow does only what it was designed to do, and you are responsible for building, securing, testing, monitoring, troubleshooting, and maintaining it—often with only community support..

Agentic Workflows

This is ZWorker. It is a complete, tightly integrated system of AI, conventional software, databases, and tools, engineered to work as one. ZWorker has access to the Web, custom instructions, and documents, while also connecting securely to company databases, cloud services, and APIs. It has Memory, Situational Awareness, and an Identity. You can chat, email, text, or talk to it, and it can respond through those same channels. More importantly, ZWorker can prompt itself, initiate work, and operate autonomously.

In short, ZWorker is an AI Chatbot with an Identity, Memory, and Situational Awareness ...

PLUS a built-in Agentic Workflow Automation System that can connect to virtually any database, cloud service, or API.

AND it creates its own workflows. Drawing on conversations with users, online documentation, and the support of your ZWorker Authorized Consultant, ZWorker develops its own Task Plans to accomplish the work you give it.