AI doesn’t must really feel like a riddle wrapped in a thriller. This glossary is right here to make clear the phrases you’ve been listening to and allow you to perceive what they imply for you and your work. By the point you’ve completed, you’ll really feel prepared to speak about AI with confidence—whether or not in a staff assembly, brainstorming session, or informal chat.
AI isn’t only for specialists. It’s for anybody inquisitive about making smarter, quicker, and higher choices. Let’s break it down collectively.
Synthetic Intelligence
Synthetic intelligence (AI) is a broad time period that refers back to the expertise enabling computer systems and different machines to carry out duties sometimes requiring human intelligence. These duties can embody recognizing patterns in knowledge, making predictions, and even responding to your questions in actual time. You’ll be able to consider AI type of because the brains behind the instruments you utilize that can assist you work smarter and sort out challenges in new methods.
Generative AI
Generative AI is a type of AI that creates one thing completely new—whether or not it’s a text-based report, a picture, or perhaps a piece of music—based mostly on what it has realized from knowledge. Fashionable instruments like ChatGPT and DALL·E are some examples of this expertise. Generative AI’s skill to maneuver past evaluation and really produce authentic content material can assist with all the pieces from inventive brainstorming to drafting emails.
Machine Studying (ML)
Machine studying is a means for methods to enhance their efficiency by studying from knowledge. Think about coaching a machine to foretell buyer developments by analyzing previous conduct, enhancing its accuracy over time because it processes extra data. It’s one of many key strategies that make AI methods smarter.
Giant Language Mannequin (LLM)
Giant Language Fashions are superior AI methods skilled on in depth units of information, akin to textual content from books, research, on-line articles, transcriptions and extra. As a result of they be taught from such huge troves of textual content knowledge, these fashions are in a position to grasp the patterns and nuances in grammar and language. This permits them to carry out complicated duties like summarizing a transcript from a name or translating an e-mail into a special language. Chatbots, for instance, can use LLMs to generate natural-sounding responses to questions, offering customers with a human-like conversational expertise.
Retrieval-Augmented Technology (RAG)
RAG combines the inventive energy of AI with real-time knowledge retrieval. This AI framework improves the solutions generated by an LLM by offering it with exterior sources of information which may be extra related. Consider it as pairing an AI’s skill to generate content material with dwell, correct data. As an example, RAG can pull the most recent gross sales knowledge whereas serving to craft a enterprise abstract, making certain that the output is present and dependable.
Agentic AI
AI doesn’t simply create content material; it could actually additionally energy your processes and resolve your workflow issues. Agentic AI methods are in a position to perceive your objectives, purpose by which actions needs to be taken to realize your aims, and execute on these choices. As a result of these methods can function independently, agentic AI can assist you’re employed extra effectively and unlock your time to dedicate to extra necessary duties.
AI Brokers
If “agentic AI” describes the idea of powering your workflows with AI, AI brokers are the instruments that make this concept a actuality. AI brokers are the specialised methods that carry out the precise duties like problem-solving and execution. They use LLMs to know and reply to what a person would possibly ask of them, they usually additionally know when to make use of exterior instruments to realize their objectives. One other advantage of AI brokers in that they be taught from interactions, in order that they get higher over time at assembly your expectations.
Multi-Agent Methods in AI
In a multi-agent system, completely different AI brokers work collectively to realize extra complicated objectives. Every agent has a singular function—one would possibly analyze buyer developments whereas one other forecasts stock wants. Collectively, they share sources and be taught from one another, which permits them to tackle tougher duties and carry out higher than they might individually.
AI Agent Market
An AI agent market features like an app retailer for automation. As a substitute of coding your individual options, you’ll be able to browse, choose, and deploy pre-built AI brokers designed to deal with particular workflows. It’s a quicker, simpler approach to put AI to work with no need deep technical expertise.
Making AI give you the results you want
AI would possibly really feel overwhelming at first, however it’s actually only a set of instruments designed that can assist you get extra finished with much less effort. Whether or not you’re trying to automate repetitive duties, enhance decision-making, or uncover insights, AI could make it occur.
And also you don’t must determine it out alone. Domo’s AI capabilities are designed to be approachable and sensible, so you’ll be able to give attention to the outcomes—not the training curve. Let’s additionally discover a few of the phrases you would possibly come throughout as you be taught extra about all that Domo has to supply on this area.
Domo.AI
You’ll be able to consider Domo.AI as an umbrella time period for all of our AI capabilities.
AI Service Layer
Domo’s AI Service Layer is our versatile AI framework constructed to simplify and streamline knowledge exploration in your dashboards and apps. The AI Service Layer offers entry to quite a lot of companies akin to textual content technology and summarization, and offers you an area to create and prepare your individual AI fashions.
DomoGPT
ChatGPT is constructed on LLMs that pull knowledge from publicly obtainable sources, third events, and its customers. To make sure that knowledge from Domo customers stays safe, we constructed DomoGPT, which makes use of a collection of Domo Cloud personal fashions to maintain your knowledge inside the Domo ecosystem, shielded from third-party entry.
AI Chat
This private knowledge assistant works as a pop-up window that permits you to ask questions on your knowledge and obtain solutions in actual time, which may embody new graphs and charts that you may save. AI Chat additionally offers you with a breakdown of the way it generated the reply so to confirm its processes.
AI Brokers
Acquire entry to a collection of specialised AI brokers designed to deal with quite a lot of automated duties. Along with AI Chat, future AI brokers will assist generate an app, construct a brand new dashboard, create a workflow, and extra. Additionally, you will have the choice to create your individual agent tailor-made to your distinctive wants.
AI Knowledge Dictionary
Put together your knowledge units in order that they’ve the entire data essential for AI instruments to attract insights from them. This new AI-readiness characteristic helps customers add metadata, descriptions, and different knowledge dictionary objects that permit the AI Chat agent to return extra correct solutions.
The next move
Now that you just’ve received the fundamentals, let’s take the following step collectively. Schedule a gathering with our staff to discover how Domo can assist you flip these concepts into motion.
