Let AI understand your world.
So it can act on your behalf, knowing what matters to you.
NewWatch: What if AI had a north star? the video · 2:01Get early accessIt starts with what it knows: your world, joined up.
Without understanding, there is no purpose.
Without purpose, agency is meaningless.
EARLY ACCESS
Embabel Worlds gathers information from anywhere you choose and joins it into one living picture of what you care about, so your AI understands your world. It builds itself, with no integration project and no copy of your systems to keep in sync.
FROM ANYWHERE
The systems and documents you already have, and the sources you want to learn from. Drop in PDFs, decks and spreadsheets as they are, link a folder or a web page, or install a realm to reach an API or a database live. Your world builds itself from what you give it.
A KNOWLEDGE GRAPH
A map of the things you care about and how they connect: the idea behind Google's search results, and the way medical researchers connect genes, proteins and diseases. Until now, building one was a project for specialists. Now Worlds does the hard part for you.
FOCUSED ON WHAT MATTERS
Say the person who filed last week's frustrated bug report is also an investor, and your CRM knows it. The engineer picking it up has no way of knowing that, but your world does. It moves the issue up the queue, and tells the engineer why before they reply.
With Worlds, your AI can answer from what it knows, watch for what changes, and act on your behalf toward what matters to you, with you approving the important steps. It works from the tools you already have.
What if AI had a north star? Understanding, purpose, agency: how a world gives your AI one. Also on YouTube.
The ingredients your world is made from.
“There’s an app for that” was the promise of the smartphone. But an app is a meal someone else cooked: you eat it as it’s served. In Worlds, you get the kitchen. Realms are the ingredients. Each one connects your world to something: Xero, HubSpot, Gmail, or every street in Britain. Pick one from the Realm Store, press Install, and your world knows it.
MORE TO KNOW
Install HubSpot, and your world knows your contacts, companies and deals, matched to the people you email. Add Xero, and it knows who owes you money. Now ask it: “For each overdue invoice, who’s my contact there, and when did we last email?”
READY TO USE
A realm can come with apps of its own, sometimes several. uk‑streets comes with Street Lens: type a postcode, and see the neighbourhood. There’s nothing to build.
ALWAYS ON
A realm can check things for you on a schedule. Every morning, your world looks for new government contracts near your offices, and tells you when one is worth a look.
The magic is in the mix. Every realm feeds the same world, so it can answer what none of them could alone. See what’s in the store, and if the one you need isn’t there, make your own and publish it for others. Your coding agent can write it with you (how).
FOR DEVELOPERS
ANSWERS, WATCHES, ACTS
No ingestion project, and no quarter of integration work. Point it at a folder and a system you already run: PDFs, decks and spreadsheets go in as they are, linked into one graph that stays up to date, with per-user access control.
ANY QUESTION
Any question, across any system, with sources, so an answer can be checked rather than believed. It’s already an MCP server, so your agents and your team’s tools can ask it too.
ANY CHANGE
A question worth asking twice becomes a saved view. One worth asking all the time becomes an alert that reaches you the moment the answer changes: the drift, the recall, the clause that moved.
MULTI-STEP WORK
Multi-step work run end to end, with approval gates exactly where you want them. The answer stops being a report somebody has to action.
QUESTIONS YOU CAN’T ASK TODAY
Each of these needs data from systems that were never joined, like your CRM, your billing system and your support desk. Today someone exports them to a spreadsheet and matches them up by hand, once a month. In Worlds you just ask, and it can keep checking for you.
FEATURED REALM
Our first featured realm, with more to come. Type a postcode into its app, Street Lens, and you see the neighbourhood: the MP and their majority, pay, house prices, crime and the census. Eleven official sources that have never been joined, joined at one place.
The postcode is the key. Each source already knows it, so the world can join them without anyone building a database. Nothing is copied: each figure is read from its source when you ask. The app stays small, because the world does the heavy lifting.
Create your own realms by swapping the postcode for a key your business already has. A customer joins up your CRM, billing and support desk. A supplier joins up your contracts, invoices and their public filings. A product joins up its orders, returns, reviews and feature requests. Those are realms too.
Models are a commodity. Your world isn’t.
Models, and the tooling around them, have had all the money, and both are turning into commodities: a better model comes out every few weeks. None of them will ever ship knowing your business: your customers, your systems, who may see what. In Worlds that lives in your world, not in the model, so you can swap one model for another and your realms, apps and agents carry on as before.
YOUR CHOICE
OpenAI, Anthropic, Mistral, DeepSeek, Gemini, or your company’s gateway, paid to them directly. Give each job the model that suits it: a quick, cheap one for chat, the best you can get for code.
NO LOCK-IN
Something better or cheaper comes along? Switch to it in the model router. Your world stays as it is, and everything built on it keeps working.
PRIVATE BY CHOICE
Run models on your own hardware, and your data never leaves your firewall. If you like, it never even leaves your machine.
AI coding took off because code came with a world already: compilers, tests, a sandbox to be wrong in. Your business doesn’t have one. Worlds builds it from what you already own.
VIRTUAL CYPHER
Your graph holds what you own. The rest — a CRM contact, a support ticket, a valuation, a public record — lives in someone else’s system. Virtual Cypher lets a query traverse into it as though it were already there: the engine fetches the far side on demand, materializes it for the life of the query, and rolls it back. Nothing is mirrored, so nothing goes stale, and no answer is older than the question.
A hello isn't just a greeting. It can be the beginning of something unexpected.
You've just arrived, and the usual rules don't apply here. See that road? The folks back home won't believe where it goes. But first, let's get you checked in. It's on us.
Piping a script into a shell is a thing you should be suspicious of — so read it first: install.sh for Linux/macOS, install.ps1 for Windows. Both are deliberately short, and both are the same files the public repository serves. Running either accepts our Free Trial Terms and Conditions, which setup also shows you before it installs anything.
Every answer says where it came from, so you can open the source and check it.
Congratulations. Your world is installed, it answers from your documents, and now it knows every street in Britain. Open Street Lens and type a postcode. Then find the realms you need in the Realm Store, or make your own with your coding agent (how).
Try it sends a test message through the OpenAI-compatible endpoint, so you know it works before you write a line.
from langchain_openai import ChatOpenAI world = ChatOpenAI( base_url="http://localhost:11044/openai/v1", api_key="…", # the key you made model="world", ) answer = world.invoke("Hello, world") print(answer.content)
# application.yml, with embabel-agent-starter-openai-custom embabel: agent.platform.models.openai.custom: base-url: http://localhost:11044/openai api-key: ${WORLD_KEY} # the key you made models: world models.default-llm: world // and in an action val answer = ai.withDefaultLlm() .generateText("Hello, world")
import { createOpenAICompatible } from '@ai-sdk/openai-compatible'; import { generateText } from 'ai'; const world = createOpenAICompatible({ name: 'world', baseURL: 'http://localhost:11044/openai/v1', apiKey: process.env.WORLD_KEY, // the key you made }); const { text } = await generateText({ model: world('world'), prompt: 'Hello, world', });
Congratulations. Your world is installed, and it answers as an OpenAI-compatible model, grounded in what it knows. Documents are only the first stop: a world grows far more powerful with realms. There's a good chance the one you need is already in the Realm Store. If not, build your own with your coding agent (how).