Roadmap

We're transparent about where TensorSync is headed. This roadmap reflects our current plans and priorities, which may evolve based on customer feedback and market conditions.

Q2 2026 Completed

Enterprise Features

SSO/SAML integration
Audit logging and compliance reporting
On-premise deployment option
Dedicated support channels

Q3 2026 In Progress

Performance & Scale

Multi-region replication (US, EU, APAC)
Improved delta compression for sparse tensors
Support for 100GB+ model checkpoints
Advanced bandwidth scheduling

Q4 2026 Planned

Framework Integrations

Native JAX support
Hugging Face Transformers integration
MLflow tracking server plugin
Kubeflow Pipelines connector

Q1 2027 Planned

Advanced Features

Automatic model versioning and lineage tracking
Conflict resolution for concurrent edits
Real-time collaboration on model development
Integration with popular MLOps platforms

2027+ Research

Future Explorations

Peer-to-peer synchronization for edge devices
AI-powered sync optimization
Blockchain-based model provenance
Quantum-resistant encryption

💡 Have a Feature Request?

We love hearing from our users! If there's something you'd like to see in TensorSync, let us know:

Submit ideas on our GitHub Discussions
Vote on existing feature requests
Email us at feedback@tensorsync.xyz

Your feedback directly influences our roadmap priorities.