> ## Documentation Index
> Fetch the complete documentation index at: https://docs.tandemn.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Roadmap

> Features that are in the works

## Observability / CLI

* Add individual user level observability
  * Deployment of jobs within individual user's cluster limit
  * Dashboard view of only individual user's job
  * Integration with enterprise login solutions like SSO/RBAC/SAML
* Add administrator controls to cluster
  * Deletion / termination of jobs from admin level

## Control plane

* Adding suport for cloud + on-premise hybrid clusters
  * Unified resource views across cloud and on-premise machines
  * Scheduling of jobs across hybrid cluster scenarios
* Adding support for GCP & MS Azure
  * Mapping instance types for same GPU types across cloud providers

## Data plane

* Configuring fast inter-instance networking in GCP & Azure
  * GCP: GPUDirect-TCPX/TCPXO
  * Azure: InfiniBand/RDMA
* Adding online inference based on Nvidia Dynamo
  * Nvidia Dynamo has important features like KV-aware routing, throughput/load-based autoscaling, multinode inference primitives