Computer Vision · MENA · Manufacturing

Quality inspection,
measured in milliseconds.

We are a computer vision startup building automated quality-inspection systems for the textile industry. Whether it's our thread-counting instrument for medical gauze or custom hardware and software solutions for your production line, every build is tailored to your inspection needs.

The problem

Textile quality inspection is manual, slow, and inconsistent and it is the bottleneck holding production lines back.

Hours per lot

A single roll takes minutes to inspect by hand. A standard production lot demands hours of a technician's time just to qualify.

Humans in the loop

Results depend on the person holding the needle. Two operators, two answers, and no traceable record of either.

Late failures

Non-conformity is often caught after the fact, costing rework and re-inspection downstream.

Measured on real samples

Validated against a reference lot of twelve rolls of medical gauze.

91.7%
Conformance decision concordance
98.2%
Average count accuracy
54
Inspections per second
0
Operator judgement required

What we're building

A software-first inspection instrument that runs on hardware you already own, or we can build the full stack for you.

BASSIRA turns a standard camera into a certified measuring tool. Point, capture, get a verdict. No loops, no counting boards, no paper trail.

  • Automated warp and weft thread counting
  • Pass / fail verdict against normative limits
  • Traceable, digital inspection records
  • Batch inspection in a fraction of the time

Custom hardware & software

Every project is built to order: complete inspection solutions, from camera to cloud.

Custom CV pipelines

We design and deploy computer vision models tailored to your specific quality criteria, materials, and production environment.

Hardware integration

From camera selection and lighting rigs to edge devices and embedded systems, we handle the full optical and compute stack.

End-to-end deployment

On-premise or cloud. We integrate with your existing production line, MES, or ERP and provide ongoing support and iteration.

We're just getting started.

We are a small team building computer vision for the MENA textile industry. Whether you need our off-the-shelf thread counter or a fully custom inspection system, we'd love to hear from you.

salemberbouchi1@gmail.com