Build. Collaborate. Accelerate science.
See it in action
Explore Connectify's features
Powerful features for collaborative research
Everything you need to build, test, and iterate on AI workflows
Build & Connect
Drag-and-drop node editing with real-time validation. Chain datasets, models, and logic seamlessly.
Path Tracing
Trace data flow through your graphs. Understand how inputs transform into outputs at every step.
Collaborate Live
Work together in real-time. Share graphs, comment on nodes, and iterate as a team.
Run Experiments
Execute graphs in-browser. Test variants, capture results, and compare outcomes instantly.
Discover & Fork
Browse thousands of public graphs. Clone what works, customize, and build on research done right.
Extend with Plugins
Write custom nodes in Python. Integrate your own models, data sources, and analysis tools.
Built for your workflow
Researchers, data scientists, and ML engineers trust ConnectifyAI
ML Research Pipelines
Rapidly prototype novel architectures. Connect data loaders, augmentation, model training, and eval in a single graph.
Learn more →Data Science Workflows
Build end-to-end pipelines: ingest, transform, analyze, and visualize. Share reproducible analyses with stakeholders.
Learn more →Fine-tuning & Adaptation
Customize foundation models on your data. Manage datasets, ablations, and checkpoints without leaving the browser.
Learn more →Cross-team Collaboration
Engineers and researchers on the same page. Version control, comments, and live editing keep everyone aligned.
Learn more →Run your way
Free on your machine. Pay-as-you-go in the cloud.
Bring your own machine
Run any graph using your own hardware. No account, no limits.
- Unlimited runs on your machine
- All editor features included
- Data stays on your hardware
- Open-source, no signup required
Run on managed infrastructure
Spin up GPUs in seconds via our trusted compute partner. Buy credits, run heavy graphs, scale on demand.
- Faster execution on GPUs & TPUs
- Auto-scaling for large datasets
- Only pay for what you run
- Share runs with collaborators
Cloud compute is powered by a trusted third-party provider. You can switch between local and cloud per-run — no lock-in.
Ready to accelerate your research?
Join thousands of researchers collaborating on ConnectifyAI today.