Simulation-to-real deployment architecture

The deployment layer for robotics teams moving from simulation to real robots.

Robots need more than demos. They need a path from simulation evidence to safe, real-world deployment.

Platform overview

10Things Platform Overview

See how 10Things connects robot discovery, simulation, control generation, validation, and deployment operations into one platform path.

From rehearsal to reality Simulation entry Capability contracts Evidence loops Hardware validation Deployment operations

We're building Amber as the reference robot moving through the 10Things deployment path.

See the Amber reference build

What we deliver

A platform-backed path from simulator to robot.

10Things helps robotics teams turn robot designs, specs, simulation assets, and deployment goals into validated real-hardware deployment packages — with the architecture to keep evidence, safety, telemetry, OTA, rollback, and operator workflows connected.

WHAT IT IS

Capability contract

Define what the robot can and cannot do: supported tasks, operating limits, safety boundaries, data assumptions, and required human handoffs.

HOW IT WORKS

Simulation evidence loop

Validate behavior and failure modes in simulation before hardware risk, field support, and customer promises compound.

WHAT YOU GET

Integration package

Package tested functional code, control logic, telemetry, rollout, rollback, and governance into workflows operators and engineers can actually use.

The 10Things Deployment Path

From simulation to real robot deployment in six steps.

A tangible path for teams that need to move from robot models and simulation evidence into safe hardware validation and operational rollout.

01

Model the Robot

Bring CAD, URDF, MJCF, specs, or prototype context into a usable robot profile.

Output: Simulation-ready robot profile.

02

Define the Capability Contract

Translate intended tasks into limits, assumptions, safety boundaries, data expectations, and human handoff rules.

Output: Capability contract.

03

Run Simulation Evidence

Test behaviors and failure modes before field support and hardware risk compound.

Output: Simulation evidence pack.

04

Generate Deployment Assets

Create baseline robot-ready code paths, control logic, telemetry, and integration scaffolding.

Output: Deployment asset package.

05

Validate on Hardware

Move from simulation to robot with safety gates, test runs, rollback plans, and operator review.

Output: Hardware validation checklist.

06

Operationalize the Robot

Package the system for pilots, fleet rollout, monitoring, OTA, rollback, and continuous improvement.

Output: Operational deployment workflow.

Flagship engagement

Engagements that move your robot through the deployment path.

Platform underneath

A platform architecture for getting robots from simulation to deployment.

The 10Things platform organizes the artifacts that usually get scattered across robotics projects: robot models, capability assumptions, simulation runs, generated code, safety checks, telemetry, rollout state, and deployment evidence.

Discovery HubCAD – code – deployControl HubCoach · Train · TeleopCodeGen HubRobot-ready codeInteraction BuilderWorkflow · 3D · UXDeployment HubActivate · Operationalize · ScaleAdmin ConsoleHealth · Users
258k+ source lines 4,644+ tests 6 active hubs

Start here

Discuss your robot stack.

We want to understand your robot, current artifacts, deployment target, and bottleneck — then map the fastest credible path from hardware state to deployment evidence.

What you have