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OptiX: Automated grading for laptop exteriors

OptiX grades every laptop exterior against your exact specification. AI evaluates the actual condition of each surface and makes the same call at every station, on every shift.

OptiX
  1. 30%+

    Expected efficiency gain

    Across OptiX and OptiY systems in production

  2. 5

    Systems in production

    Complete OptiX and OptiY systems operational

The outside of a laptop takes the most wear and sets the first impression. Graded by eye, a scuff on the lid can pass at one station and fail at the next, and each wrong call sends a device to the wrong grade or back into rework. OptiX automates exterior cosmetic grading and evaluates every surface against your exact specification.

Exterior scuffs and dents look different depending on who is inspecting and how the bench is lit. Over a week of production, that adds up to:

  • Different grades for the same device, depending on the operator
  • Decisions that drift from shift to shift and site to site
  • Over- and under-grading that costs yield and value

OptiX evaluates the actual condition of every exterior surface and makes the same call every time.

  • Paired with OptiY for the whole laptop OptiX grades the exterior while OptiY grades the internal surfaces, so every laptop is covered inside and out.
  • AI trained on real returns and synthetic defects The Optiline grading model is trained on 20,000+ samples, extended with synthetic defect images generated in NVIDIA Omniverse.
  • Grading logic you configure Standards adjust by customer, region, or program without changes to the core AI model.
  • Every decision on record Each grade is recorded with retrievable images, and results feed the ERP for routing and parts decisions.

  • Serial-level records Every cosmetic decision is stored with retrievable images.
  • ERP integration Automated workflows and real-time tracking.
  • Version-controlled standards Specifications mapped to customer requirements, with change management.
  • Analytics Dashboards help QA teams validate warranty claims and tune specs.

OptiX video

How OptiX works

  1. Load

    The operator places the laptop into OptiX, positioned for inspection.

  2. Inspect

    Cameras capture every exterior surface of the laptop under controlled lighting.

  3. Grade

    AI checks the findings against your specification and assigns the grade.

  4. Route

    Graded devices move on to OptiY or the next process step.

Common questions

Why does OptiX need a controlled environment?

Consistent grading depends on calibrated lighting, precise camera alignment, and maintained hardware. A controlled facility removes the variables that cause grading drift in distributed setups.

Can grading specs differ by market or device age?

Yes. Standards can be adjusted by region, customer tier, or product maturity.

How are cosmetic operators guided?

ERP receives the grading results and flags which components need replacement, based on zone and defect-level analysis.

How long does it take to add a new laptop model?

About 20 working days, covering spec mapping, AI training, validation, and SOP updates.

The Optiline family

Every Optiline machine runs on the same grading platform, with AI trained on real returns and synthetic defects from NVIDIA Omniverse, grading logic you configure to your own standard, and a record of every decision. Each machine is built for one kind of device.

  1. OptiM Phones and tablets
  2. OptiX Laptop exteriors You are here
  3. OptiY Laptop interiors and displays
  4. OptiZ Headphones and complex devices

Other Tech Solutions

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Ready for consistent exterior grading?