RRSIby Robomart
Physical AI inference

Run robot models without running the stack.

RSI packages, serves, and fine-tunes the models behind physical AI. Call an Operator for bounded actions or a Supervisor for a structured decision. One API. Exact model contracts.

POST /v1/actPOST /v1/chat/completionsOpen + connected frontier
rsi endpointrequest ready
01
Pick an exact model

Checkpoint, access, role, and output shape.

pi0.5
02
Send robot evidence

Images, state, task, and allowed skills.

observation
03
Receive one contract

Action chunk or structured decision.

response
04
Pin the revision

Test, tune, promote, and meter usage.

r0 → r1
The product

Inference is the thing you buy.

RSI is infrastructure for robotics teams. You bring the robot, task, and safety stack. RSI makes the model callable and keeps the serving revision stable.

01

Model catalog

Curated robot models with exact checkpoints, licenses, runtime roles, and honest availability.

02

Stable endpoints

One name for the robot to call while model revisions change behind it.

03

Fine-tuning

Train open weights on your episodes. Compare the revision before you promote it.

Two contracts

Actions or decisions.

The model role decides the request and response shape. RSI does not blur action policies and reasoning models into one vague endpoint.

Operator · VLA

Observation in. Action chunk out.

For models that produce a bounded sequence or trajectory. The onboard executor validates and runs every action.

  • Route/v1/act
  • StatusOpens model by model after runtime and hardware qualification.
Supervisor · VLM

Evidence in. Decision out.

For models that reason over robot state and return structured decisions or allowed skill calls.

  • Route/v1/chat/completions
  • StatusOpen and customer-connected models available by exact provider route.
Why RSI

Robot-native, not another GPU dashboard.

The useful abstraction is not a pod. It is a reproducible robot-model contract with evidence, revisions, latency, and cost attached.

CatalogExact checkpoint

No family-name theater.

RuntimeRole-locked schema

Actions never pose as chat.

LifecycleRevision history

Pin, promote, and roll back.

MeterUsage you can price

Calls, tokens, and robot-hours.

Start with an endpoint

Every robot model should be callable.