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Hyspec MIND™

AI-Enhanced Optical Sorting Information Request

Powered by MIND™, the Machinex-engineered artificial intelligence, Hyspec MIND™ is the advanced add-on module designed to elevate optical sorting performance beyond traditional capabilities.

By unlocking deeper material recognition within the waste stream, it enables more granular sorting and maximizes recyclable recovery. The result is higher-value outputs, improved efficiency, and smarter decision-making across your operations.

Designed to enhance the MACH Hyspec® optical sorter, Hyspec MIND™ adds a powerful new layer of intelligence to your recycling facility. Complementing hyperspectral and metal detection systems with AI-driven vision, it expands sorting capabilities beyond material identification to include color, shape, and more delivering greater precision and higher purity rates. Reach finer material segmentation, such as separating PET bottles from thermoforms or used beverage cans (UBCs) from non-UBCs, increasing the value of your output streams.

Highlights & Benefits

  • Higher Value Recyclables Recovery

  • High Throughput Detection & Analysis

    For outstanding accuracy (up to 3000 ejections per minute)

  • Data-Driven Optimization

    With MACH Intell™ Business Intelligence Platform

  • Future-Ready Technology

    Consistently evolving with material streams

  • ANSI Z245 Standard Compliant

    Proud members of the National Waste & Recycling Association Safety Committee

Design Driven for Safer and Flexible Operations

Machinex has been delivering safe and reliable sorting systems for decades, with safety at the core of every innovation. Our Health & Safety Committee, including certified CMSE® experts, is actively involved in designing equipment like the MACH Hyspec® Optical Sorter and Hyspec MIND™. Machinex contributes to industry safety standards through our participation in the ANSI Z245 committee.

Whether You’re Maximizing Performance or Pushing Sorting Precision Further, Our Optical Solutions Deliver Results.

Not sure which solution is right for your facility? Our experts are here to help you identify the best fit to optimize performance, improve recovery, and maximize value.

Intelligent Performance MACH Hyspec® Hyspec MIND™
Detection Technology Hyperspectral Use Mach Hyspec® technology combined with AI-enhanced add-on module
Material Identification Material composition and color (Clear PET, Natural HDPE, OCC, Fibers, etc.) Adds a shape, function identification layer (Bottles vs Trays / Food vs Non-Food Grade / Wood A vs Wood B, etc.)
Material Type Plastics, Fibers, Metals, Wood

Clear PET bottle
Clear PET
Clear PET tray
Clear PET
Can sort items from the same material type into finer segmentation

Clear PET bottle
Clear PET
Bottle
Clear PET tray
Clear PET
Tray
Typical Applications Primary Sorting, Quality Control, Recovery Same applications as MACH Hyspec® but useful where finer segmentation is required (shape & function)
Value Contribution Reliable, high-precision material detection, High volume throughputs, High purity sorting Extra purity where finer segregation is required (shape & function)

The deep learning intelligence layer shaping advanced sorting

MIND™ is the Machinex-Engineered AI which combines computer vision and machine learning to deliver real-time intelligence across sorting facilities.

Engineered for
Performance

MIND™ identifies and classifies materials with precision, instantly translating data into responsive sorting actions. By learning from material behavior, operating conditions, and consistant system feedback, it adapts over time to support ongoing optimization, improving performance, purity, and operational stability.

Discover MIND™, the purpose-built AI for waste and recycling environments

MACH Intell™

MACH Intell™ is a business intelligence platform extracting data from the camera vision units and equipment performance. Its intuitive dashboard translates real-time data into clear visibility of material streams and provides key performance indicators MRF operators need to optimize performance.

Access real-time visual performance insights to analyze and optimize your operations, with exportable data and more.

  • Flow Composition
  • Volume Per Material Type
  • Material Trends Per Given Period
  • Belt Coverage

Case studies