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Physical AI · Why Dallas Roboter

We build for the floor.

There is a gap between what robots do in a lab and what they do on a real shift. Closing it is the whole job.

Why We Exist

The gap is the work.

There is a gap between what robots can do in a lab and what they do in a real facility. It is not a small gap. It is the reason most automation projects stall between the demo and the second shift — the pallet that sits 40 mm off centre, the aisle a stretch-wrapper blocks, the dock that floods with sunlight at 4 p.m.

Dallas Roboter exists to close it. We build Physical AI that runs the full loop — perceive, decide, act, learn — inside buildings that were not designed for robots, on shifts that do not pause for a software update.

The Founder

25 years inside robotics.

Liang Kien Yew spent 25 years inside three of the world's largest robotics companies before starting Dallas Roboter.

At ABB he was a key account director when industrial robots were still new to Asia. At KUKA he ran Asia Pacific — eight subsidiaries, full P&L — and learned to scale robotics across markets with different regulations and expectations. At Quicktron, one of the four largest AMR companies in China, he built the US, EU, AUS, and SEA operations from zero, during the supply chain disruption of COVID.

Five US patents. Referenceable Fortune 500 deployments. After 25 years the question was not whether he could build a robotics company — it was what kind of company to build.

ABB · KUKA · Quicktron
The Structure

US-based. Global engineering.

Most AMR companies sit where the supply chain sits. That makes manufacturing sense and creates a service problem for US buyers: time zones, tariffs, supply chain security, and a growing preference for US-based suppliers.

We chose a different structure.

Headquarters: Roanoke, DFW Metro, Texas
Engineering: Cyberjaya, Selangor, Malaysia
Manufacturing: Kajang, Selangor, Malaysia
Sales: Singapore, Taiwan, Thailand
Europe: via VMS partner (Netherlands; Germany in 2026)

US-based leadership and 24/7 support, with access to Asian supply chains. Not the simplest structure — the most practical one for the floor we serve.

What We Believe

Five positions. Held on purpose.

Adaptation

Automation should adapt to the facility

Most automation requires the building to change before the robot can work. We think that is backwards. The robot should learn the building — and make reconfiguration a mapping exercise, not a construction project.

Architecture

One architecture beats many

Eight models, one navigation stack, one safety system, one Fleet Manager. Training is portable, spares are cross-compatible, and improvement is global rather than per-product.

Software

Software is part of the product

Fleet Manager is included. No per-robot licensing, no recurring SaaS. The robot is the product; the software makes it work better.

Safety

Safety is the minimum, not a tier

UL 3100 and EN 3691-4, certified by SGS, standard on every model. Not an upgrade. Not a premium option.

Honesty

Honesty is practical

If the robot is not the right fit for your floor, we say so. It costs us some deals. It also means customers trust the recommendation when we make one.

Support

We answer the phone

24/7 from DFW, Texas. VPN remote troubleshooting. Regional service network. Cross-compatible spare parts across all eight models.

The Investment Case

The structural argument.

  • → Regulatory moat. Dual UL 3100 + EN 3691-4 certification by SGS. Competitors cannot replicate it quickly.
  • → Platform economics. One architecture across eight models. R&D leverage improves every product at once.
  • → Deployment velocity. 2–4 weeks against an industry standard of 6–12 months. SLAM removes facility modification cost.
  • → Geographic differentiation. US-based in a market dominated by Chinese manufacturers.
  • → Founder–market fit. 25 years building robotics businesses at ABB, KUKA, and Quicktron.
  • → Land and expand. Customers pilot 2–3 units and scale to 10–20 within a year.
The Risks We Name

What could go wrong.

Market. Well-capitalised incumbents. Mitigation: certification, deployment speed, US-based support.

Execution. Scaling against larger competitors. Mitigation: the founder has built an international robotics business at this scale before.

Technology. SLAM and autonomy require continuous improvement. Mitigation: one platform concentrates R&D on one stack, not eight.

Talk to the team

By the Numbers

Impact in production.

8
AMR Models

One intelligence across every body.

1,500 kg
Max Payload

Heavy pallet handling through 2.25 m aisles.

12–18 mo
Typical ROI

One AMR costs less than two years of one forklift operator.

24/7
Support

From DFW, Texas. We answer the phone.

Bring us your floor.

We will walk it, find the binding constraint, and tell you honestly whether a robot closes the loop — and what it would take.

askme@dallasroboter.com · DFW, Texas · Engineering: Cyberjaya, Malaysia