Skip to content

Business · hyperQ

See, connect, actA platform in three layers

hyperQ is an industrial AI platform where products that see the shop floor, products that connect data and products that support decisions work as one.

  1. Eye · See

    Inspection AI that needs no extra equipment

    We solve site conditions with software, not equipment. From PCB, engraving and appearance inspection to robot vision.

    View VAI Edge
  2. Memory · Connect

    Equipment, inspection and documents in one structure

    AX ONE gathers equipment signals and inspection results on a digital twin, and Scribe makes in-house documents readable by AI.

    View AX ONE
  3. Judgment · Act · Next step

    AI proposes, people approve

    It finds anomalies and proposes actions, and only what the person in charge approves is applied on the shop floor. This is the next step Hypernology is heading toward.

What we do

We put AI
to work on factory inspection

We build inspection systems that find defects with cameras and AI software, and supply them to factories. The same technology also handles site safety, equipment data and internal documents.

How we sellDirect supply · Built into equipment makers' machines · Local partnersQuotes list software, equipment and development separately.More

From smart manufacturing
to defense and the public sector

Now

Smart manufacturing

Inspection, safety, robotics and equipment data. We started on lines where products change often. We adapt to site conditions with software, without replacing equipment.

  • VAI Edge
  • AI Safety
  • Robision
  • AX ONE
Where we are expanding

Defense

Where precision matters, as in maintenance and quality, we support people's eyes and judgment. Because security is required, the system runs inside the organization.

  • Maintenance inspection
  • Quality assessment
  • In-house deployment
Where we are expanding

Public sector

We handle public agencies' documents and data with AI that runs inside the agency. Data does not leave the agency.

  • Scribe
  • Document AI
  • On-premises LLM
A smart factory cell with a robot arm and vision camera at work
A camera gantry inspecting an aircraft in a maintenance hangar
AI equipment linking servers and documents inside a public agency building

See · Six recurring inspections

Vision inspection is where Hypernology started. We turned the inspections that recur from site to site into standard products.

Site conditions, handled in software

Instead of stopping the line and replacing equipment, the software adapts to site conditions.

hyperQ products

Three connected layers: See · Connect · Operate. Product specifications and adoption packages are on the hyperQ site.

We sell with equipment makers, SIs
and regional partners

Equipment makers build hyperQ software into their own machines, and regional partners supply it as box-type inspection units. We also supply directly.

Software, equipment and development
as separate line items

We don't lump everything into 'inspection system, complete, 1 lot.' Your quote shows at a glance what each cost is for.

Track record

We delivered,
and they ordered again

We don't publish customer names or figures. We show only the range of work we have done. Hover over the records to pause them.

    Our work by field

    We don't publish customer names or figures. For each field, we show our recent projects. Inspection screens are in Field cases below.

    Field cases

    These are inspection screens from real runs on site. Labels, engravings and codes that could identify a customer, and workers, are pixelated, and figures such as detection rate or speed are not shown. PoC is the validation stage before adoption.

    Semiconductors

    Semiconductor special valves

    hyperQ AI Vision Solution

    Finds dents, scratches and indentations in SUS (stainless steel) and measures product height and diameter at the same time.

    Semiconductors

    Semiconductor assembly sockets

    hyperQ AI Vision Solution

    Finds dents, scratches and burrs in SUS and urethane.

    Display & electronics

    Display panel glass

    hyperQ AI Vision Solution

    Inspects extra-large panels inline for fine surface scratches, foreign-matter contamination and dents. We also handed over tools so the site can train the model itself.

    Display & electronics

    PCB component inspection

    hyperQ AI Vision Solution

    Checks single-sided, multilayer and double-sided boards for missing components, misassembly and leads. It goes straight onto the line without separate training.

    Automotive & parts

    Automotive seatbelt clips

    hyperQ AI Vision Solution

    Reads laser-engraved characters and checks for QR code mismatches and the safety certification logo. One system handles mixed metal and plastic materials.

    Automotive & parts

    LiDAR pin assembly

    hyperQ AI Vision Solution

    Checks for missing parts such as pins, bolts and washers. It replaced the existing algorithm-based inspection and was trained on little data.

    Automotive & partsPoC

    Automotive weld sealing

    hyperQ AI Vision Solution

    Checks that sealing is present on welds and free of anomalies, and measures the volume and dimensions of the weld surface by 3D scanning.

    Automotive & partsPoC

    Automotive discs

    hyperQ AI Vision Solution

    Finds foreign matter on highly reflective brass and measures the inner and outer diameters of heavily curved shapes.

    Automotive & partsPoC

    Clamp ring plating

    hyperQ AI Vision Solution

    Tells apart nickel and zinc plating conditions that are hard to judge by eye, using only a camera and lighting, with no extra sensors.

    Consumer & medical

    Packaging print inspection

    Pattern Inspector

    Checks for typos, missing markings and barcodes. It goes straight onto the line without separate training.

    Consumer & medical

    Clear aligner engraving and dimension inspection

    hyperQ AI Vision Solution

    Judges dimensions against reference values, reads engraved letters, numbers and symbols, and passes them to higher-level systems such as MES.

    Construction & safety

    Exterior wall cracks in new apartments

    hyperQ AI Building Exterior Defect Inspection

    Finds exterior wall cracks in drone photos and shows where they are in a 3D viewer.

    Construction & safety

    Industrial site safety management

    hyperQ AI Safety

    Uses existing CCTV to detect fires, falls and abnormal worker behavior, and sends alerts by app and web.

    Full record

    Year

    Field

    DateProjectFieldCustomer

    Product specifications and adoption packages at hyperQ

    hyperq.run