Automation for the laundry floor.

We design and build systems that move, sort and inspect linen at industrial speed — from soiled returns through clean-side quality control. Less manual handling. Fewer escaped defects. Clearer operations.

Soil sort · SAMI-2 / SAMI-4
Clean QC · Threadscan vision
Focus · commercial & industrial plants

Why plants automate

The floor still depends on hands and eyes.

Commercial laundries juggle hotel returns, mix classification, washing, finishing and quality — under labour pressure and rising guest expectations.

Labour-heavy soil sort

Dirty linen returns from hotels in mixed bags. Manual sorting is slow, ergonomic risk, and hard to staff.

Quality gaps on the clean side

Ironers and folders run faster than human inspection. Escaped defects become rewash, claims and guest complaints.

Little closed-loop improvement

Without measurement and feedback, the plant optimises by feel. We build systems that see, sort and improve.

Soiled linen

SAMI — automated sorting for hotel returns.

SAMI-2 and SAMI-4 are automated sorting machines for soiled linen coming back from hotels. They take mixed dirty loads off people and into a structured sort — before wash. Capacity and layout differ by model; the job is the same: safer, faster soil sort.

Clean-side quality

Threadscan — see the defect before the guest does.

On ironers and folders, Threadscan uses industrial cameras and AI models to detect textile defects in real time, then closes the loop with review, training and production analytics.

  • · Line-speed classification
  • · Operator review console
  • · Continuous model improvement
Threadscan main frame unit — photoreal product render

Real-time detection

Cameras on ironers and towel folders classify stains, holes and marks at line speed.

Review & train

Operators flag noise, feed datasets, and deploy models that fit your linen mix.

Ops analytics

Throughput, utilisation and defect trends across devices and facilities.

Optional RFID

Extend into linen tracking when inventory visibility is the next problem to solve.

Next step

Tell us about your plant.

Soil sort, clean-side QC, or both — we’ll map which systems fit your lines and volume.