Highlights

  • Federated graphs implement Apollo’s “One Graph” principle, enabling a single unified data graph that simplifies client queries across multiple services.
  • Apollo Federation provides the architecture and tooling to connect independent subgraphs (e.g., User, Tweet) into a cohesive supergraph through a federated gateway.
  • Managed Federation by Apollo adds scalability and reliability—offering schema versioning, composition safety, and zero-downtime updates for evolving microservices.
  • This architecture fosters seamless data collaboration and team autonomy, allowing each team to manage its schema independently while maintaining a unified data layer.

What is a federated graph?

Simply put, federated graphs are the implementations of Apollo’s “One Graph” principle for modern-day application development stack. ie., we can have a single unified data graph operating at the product’s data layer. With that, it will be easier for a client to query a single graph and get all the data without having to query different graphs for different data portions.

However, this would be challenging if the entire schema should consist of the codebase of the entire team’s data graph logic. Instead, even though there is just one schema on the forefront, the graphs are “federated” across teams and each time has the right to code/maintain the individual schema according to their release cycles.

Apollo Federation’s Architecture
Apollo Federation’s Architecture

How federated graph works?

Taking an example of a Tweet/Post and a User service in an application - the main task is to split this monolithic application into two parts - Tweet Service and User Service.

A normal person, who is not aware of Federated graphs would have the schema as follows -

Federated Graph schema example 1

How would a back-end dev resolve “tweets” in User? Write a join - to fetch tweets belonging to the user.

Now let’s say - you don’t have access to the tweets database?

A Federation fixes all this - there should be a complete separation of concern when working in a product. You shouldn’t be writing join queries to fetch the required data, instead be asking the “Tweet” team to give you the data. And the federated schema looks like:

Federated Graph schema example no.2

Schema 1 - User – belongs to the User microservice. (let’s say its running on port 3001)

Schema 2 - Tweet - belongs to the Tweet microservice. (this one’s on port 3002)

We now have the federated gateway (on port 3000) - that combines the sub-graphs (using the term sub-graphs henceforth) - and presents to you a single unified schema.

Federated Graph unified schema example

You can take a look at this demo implementation - to understand how things work - https://codesandbox.io/s/managed-federation-demo-3c9z4. Head over to the playground of the Gateway to visit the combined schema.

Managed federation

Okay, so now that you know what a federated graph is - let’s bring back Apollo Federation - and its powerful “Managed Federation”.

Architecture of a Managed Federation
Architecture of a Managed Federation

Apollo will keep track of your sub-graphs

  • Feature rich, not limited to just analytics and performance insights.
  • Gateway need not do the unification, which means - zero downtime. Gateway need not be restarted each time a schema is changed. Gateway keeps on polling Apollo to see if there is a change in config.
  • Apollo will ensure that your schema’s are really safe ie. will not compose a broken schema. (Paid feature: Alerts for schema breaking changes)
Apollo Federated Graph Schema versioning
Apollo Federated Graph Schema versioning

Daily insights using webhooks
Daily insights using webhooks

That’s it for now. Hope you got started on this. The Apollo docs have tons of info to get yourself into the world of Graphs. Or get in touch with KeyValue to experience the systematic approach we adopt using these supergraphs to glue our work together, and enable seamless data collaboration and scaleups.

Sources

The data in this article is referenced from multiple sources. You could do your reading on any of the sources to progress more into the details on a Federated Schema and the powerful features of a Managed Federation.


FAQs

  1. What is Apollo Federation?

Apollo Federation is a framework for building federated GraphQL architectures. It allows multiple independently developed GraphQL services, called subgraphs, to combine into a single supergraph. This lets teams maintain their own schemas while exposing a unified data graph for clients to query seamlessly.

  1. What is a Federated GraphQL?

A federated GraphQL is an architecture where multiple independent GraphQL services, called subgraphs, work together as one unified supergraph. Each team manages its own schema and service, while a central gateway combines them to let clients query data from all sources through a single GraphQL endpoint.

  1. What is Managed Federation?

Managed Federation, a feature of Apollo Federation, centralizes the management of subgraphs through Apollo Studio. It automatically tracks schema changes, validates compositions, and updates the supergraph without downtime. This ensures safe, version-controlled federation and seamless coordination across distributed GraphQL services.

  1. How does federated graphs help in seamless data collaboration?

Federated graphs enable seamless data collaboration by unifying multiple GraphQL services into one shared data graph. Each team can independently manage its own schema and service while contributing to a common supergraph, allowing cross-team data access and collaboration without disrupting individual workflows.

  1. Can federated graphs scale with multiple teams?

Yes. Each team can independently manage and deploy its subgraph, while Apollo Federation handles composition, ensuring consistent integration at scale.