Developers

Build Intelligent Industrial Applications with Rayantra

First-class SDKs in Python, TypeScript, and Go. Deterministic simulation. A console designed for ops at scale.

Start Building Request Demo

Official SDKs

API endpoints

0ms

p99 latency

~/rayantra · sdk.py

py-sdk · v3

from rayantra import Fleet, Mission

fleet = Fleet.connect("ber-04")
mission = Mission.pick(
  sku="A-1024",
  qty=12,
  to="dock-02",
)

await fleet.dispatch(mission) # auctioned

Connected

✓ 412 nodes · 8ms p99

Developer Platform

A platform built for developers — first.

Every primitive in Rayantra is a typed, versioned API. Every change is observable. Every mission is reproducible.

APIs & SDKs

Four APIs. One namespace.

/v3/fleets01

Robotics APIs

Dispatch missions, query telemetry, push fleet policies.

/v3/vision02

Vision Intelligence APIs

Run inference on RGB-D streams, SKU re-ID, OCR.

/v3/models03

AI Infrastructure APIs

Manage models, rollouts, and policy graphs.

/v3/sim04

Simulation APIs

Spin up digital-twin scenarios, replay, A/B.

Developer Tools

Tools for the whole build, test, deploy loop.

⌨️

CLI

`rayantra` — scaffolding, deploys, log tailing.

📦

SDK

Python, TypeScript, Go. Idiomatic, typed.

🎮

Simulation

Photoreal digital twin. Headless or GUI.

🖥️

Console

Visual mission graph, policy diffs, replays.

Build · Test · Deploy

The fastest loop from idea to fleet.

Build

Scaffold with the CLI. Develop against the SDK.

Test

Run against simulation. CI-friendly, headless.

Deploy

Push to staging, then production — zero downtime.

Developer Use Cases

What developers build on Rayantra.

01Custom mission planners

02WMS / ERP middleware

03Operational dashboards

04Domain-specific vision models

05Anomaly response automations

06Simulation-based stress testing

Security

Production-grade security from your first request.

OAuth2 + mTLS. Granular API scopes. Per-environment keys. Full audit log.

OAuth2 + mTLS
Per-env API keys
Granular scopes
Rate-limited tiers
Versioned schemas
Audit log streamed

Documentation Resources

Every reference you'll need.

Documentation

Architecture guides, recipes, ADR library.

API Reference

OpenAPI specs, gRPC schemas, error codes.

Developer Console

Mission replay, policy diffs, fleet ops.

Integration Guides

WMS, ERP, IoT, identity, BI sinks.

Developer Community

Join 5,200+ developers building industrial AI.

Slack community, monthly office hours, an active GitHub, and a public Discord. Maintainers reply in hours, not days.

Join Slack GitHub Discord

Start Building

Ship your first mission in 15 minutes.

curl an endpoint, drop in the SDK, run against simulation, deploy to production.

Read the docs Get API access

Pilot in 6 weeksHardware leasing availableGlobal field engineering

Platform · Live

Edge nodes

412

Active fleet

248

Sites

p99 latency

8 ms