Aggregate Intellect

Stop Searching; Start Building

Community-led, Self-organizing Knowledge Navigator

Build products beyond your imagination by tapping into Aggregate Intellect’s technical knowledge base. Curated by ML practitioners like you. Organized by our state-of-the-art ML platform.


Our integrations collect your notes & resources as you work.


Our AI extracts & visualizes hidden knowledge in your notes.


Plug into the community to help validate & refine your ideas.

Why Aggregate Intellect?

We’re on a mission to decentralize science to drive innovation. Our platform is where artificial intelligence meets crowd intelligence. Our growing set of tools allow you to capture knowledge throughout your workflow, our AI organizes that knowledge for you, and our community of 10k+ practitioners and researchers help you validate your ideas.

Step 1: Aggregate your Knowledge

Developers hate documentation when they have to interrupt their workflow. Instead of copy/pasting info into a bunch of disconnected places – our integrations into the browser, Slack, GitHub, Notion, and Confluence allow you to capture and access the knowledge you need when you need it.

Coming Soon:







Step 2: Organize your Knowledge

Organizing documents is a pain! Leave it to our AI engine to self-organize your knowledge with minimal overhead from you. It extracts knowledge from all your documents, resources, and notes – and visualizes their relationships.


Tap into thousands of resources collected by peers + hundreds of expert-validated Recipes to help build your next AI project.


Organize information within your team and across projects using the workspaces. Use private workspaces to keep your info safe.

Visual Navigation

Navigate through the knowledge extracted by our NLP/GNN pipeline from your notes and resources. Visually rediscover the relevant information you need quickly.

Step 3: Elevate your Knowledge

Engage with our 10k+ community, explore their building journeys through the public library, or participate in group discussions or projects.

Working Groups

Join peers & expert advisors in working on real world problems that build robust skills, notable portfolios & a lasting network - all in 4-8 weeks.

Sponsored Competitions

Think Kaggle Competitions, but instead of toy datasets, the problems are real. You'll have access to a Technical advisor + expert-curated resources to get you started.

Explore your favorite topic to see resources collected by our community of 10k+ ML practitioners and researchers

Check out these featured RECIPEs

RECIPEs are folders that are interactive + contextualized. These are how you organize your resources and notes for your projects & help onboard new teammates.



  • Free! FOREVER! As long as you do things publicly and contribute to the community
  • You don’t even need an account to view our technical RECIPEs (you need an account to star/comment/fork/etc)




Team Features

(Coming Soon)

  • Private Workspace
  • Integration into Dev and Communication tools
  • Team-level Personalization
  • API access

You're in Good Company


AI practitioners and researchers


Graduate level education


More than 1 year of experience


Small-medium sized companies

We asked our community what benefits they get from our platform

Ready to build better products faster?

Join our global community of over 10,000 AI/ML practitioners.