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Industry Challenges

Robotics & Automation Solutions

Custom parts manufacturing for robotic systems

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Case Studies

Real projects and engineering stories — how teams in this industry put digital manufacturing to work.

The Gripper, Not the Robot, Was the Bottleneck: Printed End-of-Arm Tooling for Pick-and-Place
2026-05-26

The Gripper, Not the Robot, Was the Bottleneck: Printed End-of-Arm Tooling for Pick-and-Place

A 12.5 kg-payload cobot throttled by a 4 kg machined gripper is a solvable problem. Printed end-of-arm tooling has cut tool weight by 90% and lead time from 20 days to 3 in documented integrator cases — and the savings multiply through cycle time and robot sizing.

EOAT
Grippers
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Why 100 Grams at the Wrist Costs More Than a Kilogram at the Base
2026-06-23

Why 100 Grams at the Wrist Costs More Than a Kilogram at the Base

Inertia scales with the square of distance, which is why topology-optimized arm links routinely shed 30–50% of their mass — and why one documented industrial arm went from 150 kg to 73 kg with no loss of strength.

Topology Optimization
Robot Arms
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Camera Mounts, Cable Brackets, and Part Nests: The Cheap Parts That Decide Uptime
2026-07-20

Camera Mounts, Cable Brackets, and Part Nests: The Cheap Parts That Decide Uptime

Volkswagen cut fixture development cost 91% and time 95% by printing its own line tooling; Heineken's Seville brewery reports 70–90% on both. The unglamorous brackets and nests in your cell deserve the same treatment — until heat and calibration say machine them.

Fixtures
Sensor Mounts
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From One Prototype to a Pilot Fleet: Building AMR and Humanoid Hardware Without Tooling
2026-08-03

From One Prototype to a Pilot Fleet: Building AMR and Humanoid Hardware Without Tooling

Sensor housings, covers, and mounts for fleets of 10 to 200 units live in a zone where injection tooling is a bet on frozen geometry — a bet today's crash-and-revise robot programs keep losing. MJF, SLS, and vacuum casting are how they stop paying for it.

AMR
Humanoid Robots
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Industry Challenges

Balance between lightweight and strength

Our Solutions

Lightweight materials and topology optimization

Complex motion mechanism design

Our Solutions

Precision machining for complex mechanisms

Fast iterative development needs

Our Solutions

Rapid prototyping for iterations

Custom part requirements

Our Solutions

Flexible custom production

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