FL Explainer

FL-Dating

Matchmaking for Federated Learning

The hardest part of Collaborative & Federated ML? Finding the right partners.
FL-Dating by Guardora helps ML practitioners and companies connect — based on shared data structures, not raw data. Think of it as matchmaking for secure, privacy-first collaboration.

Find Your Perfect Match

Send us your listings that describe your available data. We match you with others who have compatible data structures and goals.

Collaborate in Your Style

After a match, you’ll get a private Discord channel. Use it to chat, share ideas, or start building — from pet projects to full-scale ventures. 

Match on Data, Not Tools

Use any FL or privacy-preserving tools you prefer. Guardora works with your stack — no forced migrations or locked-in systems.

Ready to Join?

Be the first in your space or connect with others who are already networking.

Drag and drop your options, and submit your listing. We'll take care of the matchmaking.

Getting started
with FL is easy

01/

Exchange data structures with your partner to align your datasets.

02/

Choose your FL type: horizontal, vertical, or transfer.

03/

Download an FL app, like Guardora VFL, to get started.

04/

Launch your first training phase — 
kick off your collaboration.

05/

We’ll support you at every step to make sure everything runs smoothly.