Robot arms lined up on a workbench
Custom Simulation / Real-to-Sim / Robotics

Test your field, robots and machinesin simulation first.

KIPtech provides custom physics simulation, Real-to-Sim, Sim-to-Real and robot / machine development support for manufacturing, robotics, drones, vehicles and infrastructure.

With CAD, we start from design data. Without CAD, we start from photos, videos, dimensions and logs — converting real equipment and physical phenomena into simulation environments for pre-deployment validation.

Start without CADRefine with real dataConnect to machines and robots
01. Common requests — What problems we solve

If any of these sound familiar,
start the conversation there.

Most projects start from a field problem, not a finished specification. Here are typical requests and how KIPtech responds.

Robotics

"We want a robot, but will it actually work?"

We simulate the robot model, objects and workbench to check reach, interference and cycle time before deployment.

Real-to-Sim

"We have no CAD, so we gave up on simulation."

We build an approximate model from photos, videos and dimensions, then refine it against measured data.

Validation

"We need fewer machine trials and lower cost."

We screen failure-prone conditions virtually first, keeping machine tests for final confirmation.

Manufacturing

"We can't isolate powder / fluid defect causes."

We reproduce clogging, mixing variance and flow states, narrowing causes through condition comparison.

Environment

"We want to test many environmental conditions."

We repeat comparisons across wind, terrain, snow, mud and spray conditions — without machines.

Machine

"We want to start from equipment selection."

We consider robot arm, end effector, jig and dedicated machine configurations to match requirements.

02. Services — What you can discuss, what you receive

Simulation built to your requirements,
usable in the field.

We design and build simulation environments around your equipment, target objects, control conditions and evaluation goals. Deliverables — the simulation environment, validation results, condition comparisons, reports and equipment proposals — are scoped to the goal.

01

Custom Simulation Development

Dedicated physics simulation environments built to your requirements.

02

Real-to-Sim

Virtualize real equipment, objects and work environments from CAD, photos, videos, dimensions and logs.

03

Sim-to-Real

Feed validated conditions, motions and failure patterns back into machines, robots and equipment design.

04

Robotics & Machine Integration

Support configuring robot arms, end effectors, jigs, conveyors and dedicated machines.

05

Validation Report

Condition comparisons, failure conditions and recommendations, ready for internal and customer use.

03. Real-to-Sim / Sim-to-Real — How sim meets the field

From reality to Sim.
From Sim to the field.

We convert real equipment and objects into simulation environments, then return validated results to machines, robots and equipment design.

Real-to-Sim

From reality to simulation.

We reconstruct real equipment, robots and target objects in simulation from CAD, site photos, videos, dimensions, catalogs, sensor logs and control conditions. Without CAD, we start from a simplified model and refine it step by step against videos and measured data.

Sim-to-Real

From simulation to the field.

Validated motion conditions, failure patterns, control parameters and layout options are fed back into real robots and equipment design. Before machine testing, we check interference, reachable range, cycle time, grasping conditions, flow conditions and spray conditions.

04. Robots & machines — Equipment support

Beyond simulation,
into robots and machines.

In addition to building simulation environments, KIPtech supports configuring the equipment needed for field deployment — robot arms, end effectors, jigs, conveyors, simple dedicated machines and test rigs. Using our robot and equipment network in Japan and abroad, we can consider off-the-shelf selection, combination and custom mechanism design and development according to your requirements.

01

Robot Arm Selection

Support selecting arms by task, payload and reach.

02

End Effector / Jig Design

Grippers and fixtures matched to the target object.

03

Custom Machine Concept

Concepts for simple dedicated machines and test rigs.

04

Sensor / Camera Setup

Sensing configurations for recognition and measurement.

05

Prototype / PoC Support

Support for prototyping, PoCs and machine validation.

05. Application domains — Where we apply

Simulation designed
per domain.

Robotics, manufacturing, drones, mobility, battery / materials and infrastructure — validation environments built around your objects, equipment and physics.

01

Robotics

Grasping, transfer, feeding, assembly, interference, motion planning, imitation learning, Sim-to-Real.

02

Manufacturing

Powders, fluids, viscous materials, mixing, clogging, conveying, drying and equipment conditions.

03

Drones

Spraying, droplets, wind, terrain, flight conditions and coverage variance.

04

Mobility

Snow, mud, water, sensor contamination, driving environments and disturbance conditions.

05

Battery / Materials

Coating, drying, particle distribution, material behavior and process conditions.

06

Infrastructure

Debris, water, slopes, infiltration, reach and risk conditions.

06. Technology — How we build

Methods chosen
by requirement.

We combine particle methods, continuum analysis, rigid-body and robot simulation, AI surrogates and real-data correction according to the phenomenon and the validation goal.

Physics Simulation

SPH / DEM / FEM / MPM

Fluids, granular media, continua and large deformation.

Robot Simulation

Kinematics / Collision

Reachable range, interference and motion validation.

AI Surrogate

Faster condition search

Accelerate iterative validation with surrogate models.

Hybrid Correction

Physics × real data

Correct results with physics models and measurements.

Real Data Validation

Compare with measurement

Verify against videos, logs and measured values.

07. Engagement steps — How a project runs

Validate small,
then connect to machines.

We start from a scope where value and accuracy can be confirmed — not from a large deployment.

01

Requirements

Clarify what to validate and what to decide.

02

Data review

Review CAD, photos, videos, dimensions, logs and control conditions.

03

Initial model

Build the simulation environment to the accuracy the goal requires.

04

Validate & refine

Compare against real data and refine the model as needed.

05

Connect to machines

Proceed to Sim-to-Real, robot configuration, equipment selection and PoC.

08. Company — Who we are

KIPtech Inc.

Advance field, machine and robot validation through simulation.

Representative
Hiroki Sasaki
Address
2-2-15 Minami-Aoyama, Minato-ku, Tokyo, Japan
Capital
JPY 950,000
Business
Simulation environments using physics and AI / Real-to-Sim & Sim-to-Real / robot and equipment configuration support / PoCs and joint development

Tell us what you want to simulate.

Start from the CAD, photos, videos or logs you already have. We scope the PoC together.

Discuss a project