Industrial AI · SeedBacked by CapitalOven

Autonomous RoboticsInfrastructure for Modern Warehousing

Rayantra develops AI-powered robotics systems for intelligent warehouse automation, real-time logistics coordination, and industrial AI operations — deployed at the edge, orchestrated globally.

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0.00%

Uptime

0.0M

Picks

Deploys

FLEET · OPS · LIVE

RYN-OS 3.4.1HUB · BER-04

RYN-A12

RYN-A07

RYN-B19

Telemetry

98.4

+0.6%

Active fleet24/24

RYN-A12Picking
RYN-A07Routing
RYN-B19Charging

Path solverA*+ML

Throughput

1,284 u/h

NODES · 412LAT · 8msUPTIME · 99.98%

Streaming · ws://hub-04

01HUB · POWER-ON

RYN-Arm v3INIT

Cycle0
Reach0
Torque0

Sequence·01

Hub power-on

The central hub platform boots and the AI nucleus comes online. Inference runtimes load, models warm in memory.

Axisyaw

Rate30°/s

Power240 W

Mission complete · keep scrolling

RYN-Arm v3 · cycle 1.8 s · ±0.02 mm

Scroll to deploy

Platform Overview

One modular stack for every layer of the warehouse.

Rayantra unifies robotics, perception, and AI infrastructure into a single composable platform — deploy a module, an aisle, or an entire facility.

Mobility

Autonomous Robotics

Fleet-grade mobile robots with self-localization, dynamic re-routing and continuous learning.

Explore module

Perception

Vision Intelligence

Multi-modal perception stack — depth, semantic, OCR and SKU recognition in real time.

Explore module

Orchestration

Fleet Coordination

Swarm orchestration across thousands of agents with conflict-free, latency-aware planning.

Explore module

Compute

Edge AI Infrastructure

Inference-grade edge nodes running quantized models with deterministic sub-10ms latency.

Explore module

Digital Twin

Simulation Engine

Photoreal warehouse digital twins for training, policy validation and pre-deployment trials.

Explore module

Insights

Operational Analytics

Unified observability across robots, racks, and operators with anomaly detection built in.

Explore module

Robotics Infrastructure

Robots that think, coordinate, and adapt.

Purpose-built for industrial environments. Engineered for 99.9%+ uptime, multi-shift operation, and seamless integration with WMS and ERP layers.

Autonomous Navigation

SLAM-fused localization with sub-centimeter accuracy across dynamic, multi-floor facilities.

Obstacle Avoidance

Reactive trajectory adjustment with predictive intent modeling for humans and forklifts.

Smart Inventory Handling

Precision grasping with visual servoing, force feedback, and SKU-aware manipulation.

Multi-Robot Coordination

Conflict-free swarm planning with auctioned task allocation and shared world model.

Real-Time Monitoring

Live telemetry, mission replay, and root-cause analytics across the entire fleet.

RYN-A12 · Live

Class III · Mobile

LiDAR75%

32-line · 200m

Stereo Vision92%

RGB-D · 60fps

IMU100%

9-axis · 1kHz

Force Sensor48%

6-DoF · ±300N

Mission

Pick-Pack-Stage

ETA

00:04:12

Battery

82% · 4h

AI Infrastructure

Industrial-grade AI, running at the edge.

A vertically integrated stack — from silicon-aware inference runtimes to cross-site policy orchestration — engineered for the realities of the warehouse floor.

Stage 01

Sensors

Cameras · LiDAR · IMU

Stage 02

Edge Node

RYN-Edge · NPU

Stage 03

Inference

Vision · Policy

Stage 04

Coordinator

Fleet · Auction

Stage 05

Operator

Dashboard · API

Capture · ingest8 ms end-to-endDecision · actuate

Edge AI Computing

8ms p99

Quantized inference on dedicated edge nodes. Local-first, network-tolerant.

Distributed AI Systems

1.2k nodes

Cross-facility model orchestration with versioned policies and zero-downtime rollouts.

Real-Time Inference

120k QPS

Tail-latency-optimized serving with hardware-aware batching and KV-cache reuse.

Vision Processing

60 fps

Streaming perception with 2D/3D fusion, OCR, and SKU re-identification.

Industrial Automation Intelligence

24/7

Closed-loop control models tuned per-line with continuous, safe online learning.

Continuously trained on your fleet.

Every shift produces validated trajectories. Models improve daily, safely — with policy gates, simulation replay, and rollback.

Read the architecture

Solutions

Built for the operations that move the physical world.

From greenfield builds to brownfield retrofits — Rayantra deploys in phases, integrates with your WMS, and respects your existing layout.

01· Enterprise

Smart Warehousing

End-to-end automation of put-away, picking, packing and dispatch.

Throughput

+3.4x

Error rate

-92%

Labor cost

-46%

View case study

02· Enterprise

Logistics Automation

Cross-dock orchestration, route compression and intelligent staging.

Dwell time

-58%

On-time ship

99.6%

Trucks/day

+2.1x

View case study

03· Enterprise

Distribution Centers

High-velocity zone-based fulfillment with adaptive replenishment.

Pick rate

1,420/h

Lines/order

+38%

Footprint

-31%

View case study

04· Enterprise

Manufacturing Operations

Line-side material flow, AGV-AMR fusion and AI quality inspection.

OEE

+18 pts

Defect leak

-71%

Changeover

-44%

View case study

05· Enterprise

Cold Storage Automation

Sub-zero rated robots with thermal-aware scheduling and pallet flow.

Uptime

99.7%

Energy

-22%

Pallets/h

+2.6x

View case study

06· Enterprise

E-commerce Fulfillment

High-velocity multi-SKU picking with same-day dispatch and returns intelligence.

Order rate

8,400/h

Same-day

96%

Returns

-34%

View case study

Analytics Dashboard

A live mission control for every facility.

Real-time KPIs, fleet health, and anomaly streams — designed for ops teams who need clarity at the speed of the floor.

rayantra · ops / berlin-04 / live

Streaming

Picks / hr

1,284

+12.4%

Active bots

248

Avg latency

8 ms

-1.2 ms

Anomalies

-2

Throughput · 24h

28,412 units shipped

1H24H7D30D

Live Floor · BER-04

Z1 · Z2 · Z3

Live Event Stream

12 / sec

08:14:22RYN-A12PICK_OKAisle 04 · Bin 12
08:14:22RYN-B19ROUTE_UPDATE→ Dock 02
08:14:21RYN-C04CHARGE_STARTPad 03 · 28%
08:14:21OPSPOLICY_PUSH v3.4.1fleet=412
08:14:20RYN-A07PICK_OKAisle 02 · Bin 31

Enterprise Features

Built for the most demanding facilities.

Security, reliability, and governance designed for global operators — from Tier-1 manufacturing to regulated cold-chain logistics.

SOC 2 · ISO 27001

Audited security posture with hardware-rooted attestation and signed firmware.

Zero-Trust Networking

Mutual TLS across every node. No flat networks, no implicit trust.

Air-Gap Deployable

Fully on-premise or hybrid topologies — sovereign data, sovereign compute.

99.99% SLA

Production-grade reliability targets with paid uptime credits and 24/7 escalation.

Role-Based Access

Granular permissions, SSO/SAML, SCIM provisioning and full audit trail.

Global Support

Field engineers, deployment partners, and managed-fleet options worldwide.

~/rayantra · dispatch.py

v3 · py-sdk

from rayantra import Fleet, Mission, Policy

fleet = Fleet.connect("ber-04")                # cluster: berlin
fleet.policy.push(Policy.from_file("v3.4.1"))  # safe rollout

@fleet.on("inventory.low")
async def replenish(event):
    bots = fleet.idle(zone=event.zone, limit=3)
    mission = Mission.replenish(
        from_=event.dock,
        to_=event.bin,
        priority="high",
    )
    await fleet.dispatch(bots, mission)        # auctioned

print(fleet.metrics.live())                    # 1,284 u/h

Connected · BER-04

✓ 412 nodes · 8ms p99

Developer Ecosystem

Programmable robotics from the first line of code.

A first-class developer surface — SDKs in Python, TypeScript and Go, deterministic simulation, and a console designed for ops at scale.

API Access

REST and gRPC endpoints to control fleets, query telemetry and push policies.

OAuth2 + mTLS
Versioned schemas
Rate-limited tiers

Documentation

Deep technical guides — from your first robot to a 10,000-node deployment.

Architecture deep-dives
Recipes
ADR library

Developer Console

Inspect missions, trigger simulations and roll out policies — all in one place.

Live mission replay
Sim-to-real promotion
Policy diffs

Integration Guides

Prebuilt connectors for SAP, Oracle WMS, Manhattan, Blue Yonder, and more.

WMS / ERP
MES / SCADA
Identity providers

Read the docs curl /v1/fleets

Pricing

Scale from first robot to global fleet.

Transparent, capacity-based pricing. No per-API-call surprises. Annual and multi-year agreements available.

Free

₹0/forever

For evaluation and small-scale R&D teams.

Start free

Up to 2 robots in simulation
Single facility · single user
Community Slack support
Public model registry

Starter

₹4,999/mo

For pilot deployments and early production.

Choose Starter

Up to 25 robots
1 facility · 5 operator seats
Email & chat support
Edge node bundle (×2)

Professional

₹24,999/mo

For multi-zone production operations.

Choose Professional

Up to 250 robots
3 facilities · 25 seats
24/7 priority support
Edge cluster + DR replica
Custom policy authoring

Enterprise

Custom

For global fleets and regulated industries.

Talk to sales

Unlimited robots · facilities
SSO · SCIM · audit log
Dedicated CSM + field eng.
Air-gapped option
99.99% SLA

Get Started

Bring autonomous intelligence to your operations.

Talk to our solutions team, schedule a facility assessment, or start in simulation today — no hardware required.

Start Building Request Demo

Average pilot · 6 weeksHardware leasing availableGlobal field engineering

Deployment EstimatorLive

Facility

120k sqft

Robots

Throughput

+3.2x

ROI

14 months

PilotRoll-outAt-scale