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Deep learning wins when the defect varies naturally from part to part and cannot be expressed as a fixed rule — cosmetic surface defects on textured materials, weave or grain irregularities, food product appearance, and complex anomaly classification.","source":{"label":"Machine Vision Inspection Stations","url":"https://amdmachines.com/applications/machine-vision-inspection-stations/"}},"rec.vision_prototype":{"kind":"guidance","title":"Inspection prototype","applies_to":["vision.examples"],"suggested_value":null,"quote":"send us sample parts and we'll prototype the inspection around them","source":{"label":"Machine Vision Inspection Stations","url":"https://amdmachines.com/applications/machine-vision-inspection-stations/"}},"rec.marking_method":{"kind":"default","title":"Marking method","applies_to":["marking.method"],"when":{"product_lacks_module":["labeling"]},"suggested_value":null,"quote":"Fiber laser is the default for metals and engineering plastics. CO₂ laser is the right answer for paper, wood, glass, and coated surfaces. UV laser is reserved for heat-sensitive electronics and thin-wall plastics. Dot peen wins on castings and forgings that get blasted, painted, and run for decades. Inkjet is the fastest option but the least permanent.","source":{"label":"Part Marking & Traceability Systems","url":"https://amdmachines.com/applications/part-marking-traceability-systems/"}},"rec.data_matrix":{"kind":"default","title":"Code type","applies_to":["marking.symbology"],"when":{"product_lacks_module":["labeling"]},"suggested_value":"data_matrix","quote":"This is our default recommendation for permanent part marking. If you're starting from scratch, use Data Matrix.","source":{"label":"Marking & Traceability Systems","url":"https://amdmachines.com/solutions/marking-traceability/"}},"rec.code_verification":{"kind":"default","title":"Code verification","applies_to":["marking.verification"],"suggested_value":"required","quote":"We design every traceability system with inline verification using Cognex DataMan 370, Cognex DataMan 8050 handheld verifiers, or Keyence SR-2000 readers. Every AMD labeling station includes inline verification.","source":{"label":"Marking & Traceability Systems","url":"https://amdmachines.com/solutions/marking-traceability/","also":["https://amdmachines.com/applications/automated-labeling-stations/"]}},"rec.feasibility_budgetary":{"kind":"default","title":"First step","applies_to":["delivery.first_step"],"when":[{"offering_not":"machined_parts"},{"product_lacks_module":["bin_picking"]},{"question":"handling.task","any_of":["pick_and_place","flexible_feeding","palletizing","depalletizing","case_packing","cartoning","tray_loading","conveyor_transfer","other"]}],"suggested_value":"feasibility_and_budgetary","quote":"A feasibility assessment and budgetary quote, at no cost.","source":{"label":"Custom Automation Machine Builder","url":"https://amdmachines.com/"}},"rec.nda":{"kind":"guidance","title":"NDA","applies_to":["delivery.nda"],"suggested_value":null,"quote":"We sign your NDA before you share drawings … Download our one-page mutual NDA (fillable PDF). … Wait for AMD's countersignature before sharing confidential information. … We're also happy to review your NDA before you share drawings.","source":{"label":"Contact Us","url":"https://amdmachines.com/contact/"}},"rec.line_items":{"kind":"default","title":"Quote line items","applies_to":["delivery.quote_includes"],"suggested_value":["freight","installation","commissioning","training"],"quote":"Our proposals separate machine price, installation and commissioning, training, and freight as explicit line items so you're comparing complete scopes, not headline numbers.","source":{"label":"What Automation Costs: 2026 Pricing Guide","url":"https://amdmachines.com/blog/what-automation-costs/"}},"rec.compare_scope":{"kind":"guidance","title":"Scope comparison","applies_to":["project.other_quotes"],"when":{"question":"project.other_quotes","any_of":["yes"]},"suggested_value":null,"quote":"Send us a scope you've already priced elsewhere. The comparison is the fastest way to see what vertical integration is worth.","source":{"label":"Why AMD Costs Less: Vertical Integration","url":"https://amdmachines.com/why-amd/"}},"rec.lead_time_published":{"kind":"guidance","title":"Lead times","applies_to":["timeline.target_date"],"when":{"offering_not":"machined_parts"},"suggested_value":null,"quote":"AMD Machines delivers simple machines in as little as 6 weeks and complex systems in 24–26 weeks, vs. 40–42 weeks typical for overseas builders. Lead time is set at proposal, and machines run off at our facility with your production parts before shipping.","source":{"label":"What Automation Costs: 2026 Pricing Guide","url":"https://amdmachines.com/blog/what-automation-costs/"}},"rec.robot_delivery":{"kind":"guidance","title":"Robot delivery","applies_to":["timeline.target_date"],"when":[{"question":"project.robot","any_of":["yes","no_preference"]},{"offering_not":"machined_parts"}],"suggested_value":null,"quote":"Standard robot delivery runs 8–10 weeks from order. Sourcing from FANUC and ABB stock programs, we've received robots in as little as 6 weeks, sometimes faster.","source":{"label":"Custom Automation Benchmarks: 2026 Report","url":"https://amdmachines.com/blog/custom-automation-benchmarks/"}},"rec.remote_support_vpn":{"kind":"guidance","title":"Remote support","applies_to":["site.utilities_notes"],"suggested_value":null,"quote":"remote support over a secure VPN connection where your IT policy allows","source":{"label":"Custom Laboratory Automation Systems for R&D","url":"https://amdmachines.com/industries/research-laboratories/"}},"rec.drawing_best":{"kind":"guidance","title":"Part drawing","applies_to":["machined_parts.drawing_status"],"suggested_value":null,"quote":"A current drawing with its revision is the fastest and most reliable of the three, because it already defines the tolerances, the material and the finish. 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Once approved, the drawing, not the sample, is the reference for every reorder.","source":{"label":"Custom Laboratory Parts & Research Fixtures","url":"https://amdmachines.com/services/laboratory-parts/"}},"rec.first_article":{"kind":"guidance","title":"First article","applies_to":["machined_parts.drawing_status"],"when":{"question":"machined_parts.drawing_status","any_of":["sample_only"]},"suggested_value":null,"quote":"To limit the fit risk on a part made from a sample, order one first article to check in the instrument before the rest of a kit or batch is made.","source":{"label":"Custom Laboratory Parts & Research Fixtures","url":"https://amdmachines.com/services/laboratory-parts/"}},"rec.lab_materials":{"kind":"guidance","title":"Materials","applies_to":["machined_parts.material_grade"],"when":{"question":"machined_parts.kind","any_of":["laboratory","fixture","other"]},"suggested_value":null,"quote":"Core materials: Metals and plastics … Outside this service: Hermetic ceramic-to-metal seals, ITAR-controlled work … AMD Machines publishes no standard route, stocked grades, standard tolerances, lead times or minimum order quantities for alumina, MACOR, tungsten or molybdenum parts.","source":{"label":"Custom Laboratory Parts & Research Fixtures","url":"https://amdmachines.com/services/laboratory-parts/"}},"rec.quantities_reviewed":{"kind":"guidance","title":"Quantities","applies_to":["machined_parts.quantity"],"suggested_value":null,"quote":"Quantities reviewed: Single prototypes, one-off replacements, repeat batches and repeat spare kits … AMD Machines quotes each part, fixture or spare kit with its own delivery date.","source":{"label":"Custom Laboratory Parts & Research Fixtures","url":"https://amdmachines.com/services/laboratory-parts/"}},"rec.quote_contents":{"kind":"guidance","title":"Parts quote contents","applies_to":["machined_parts.documents"],"suggested_value":null,"quote":"Ask that the quote name the material grade, the drawing revision, any outside process, the delivery date and the delivery terms.","source":{"label":"Custom Laboratory Parts & Research Fixtures","url":"https://amdmachines.com/services/laboratory-parts/"}},"rec.export_import_terms":{"kind":"guidance","title":"Export and import terms","applies_to":["machined_parts.purchasing"],"suggested_value":null,"quote":"AMD Machines manufactures in Querétaro, Mexico, so state them at the start, and ask that the quote give the delivery terms, including who handles export and US import","source":{"label":"Custom Laboratory Parts & Research Fixtures","url":"https://amdmachines.com/services/laboratory-parts/"}},"rec.tooling_to_design":{"kind":"guidance","title":"Tooling to the buyer's design","applies_to":["machined_parts.kind"],"when":{"question":"machined_parts.kind","any_of":["fixture","tooling"]},"suggested_value":null,"quote":"We can also work with your existing designs to manufacture tooling to your specifications.","source":{"label":"Custom Tooling, Press Dies & Weld Fixtures","url":"https://amdmachines.com/tooling/"}},"rec.tooling_prototype_production":{"kind":"guidance","title":"Prototype or production tooling","applies_to":["machined_parts.quantity"],"when":{"question":"machined_parts.kind","any_of":["tooling"]},"suggested_value":null,"quote":"Prototype tooling uses cost-effective materials suitable for hundreds to thousands of parts, perfect for validation and low-volume production. Production tooling uses hardened tool steels designed for millions of cycles with extended service life.","source":{"label":"Custom Tooling, Press Dies & Weld Fixtures","url":"https://amdmachines.com/tooling/"}},"rec.test_rig_is_machine":{"kind":"guidance","title":"Test stands and rigs","applies_to":["machined_parts.kind"],"when":{"question":"machined_parts.kind","any_of":["laboratory","fixture","other"]},"suggested_value":null,"quote":"A test stand or experiment rig with its own motion, controls and safeguarding is a machine, and AMD Machines builds and scopes it like one","source":{"label":"Custom Laboratory Parts & Research Fixtures","url":"https://amdmachines.com/services/laboratory-parts/"}},"rec.label_standards":{"kind":"guidance","title":"Label standards","applies_to":["marking.symbology","labeling.standard"],"when":{"product_has_module":["labeling"]},"suggested_value":null,"quote":"Common requirements include GS1-128 and GS1 DataMatrix encoding, SSCC-18 pallet labels, AIAG B-10 trading-partner labels for automotive, and ISO/IEC 15415 and 15416 print-quality grading. We design the station around the standards your customers and auditors require and provide validation documentation as part of the runoff package.","source":{"label":"Automated Labeling Stations","url":"https://amdmachines.com/applications/automated-labeling-stations/"}},"rec.label_applicator":{"kind":"default","title":"Labeling method","applies_to":["labeling.application"],"suggested_value":null,"quote":"Most production lines pick one applicator and stick with it. Where SKU mix is wide, label positions vary, or robotic palletizing is already in the cell, a robot-mounted head is often the right answer.","source":{"label":"Automated Labeling Stations","url":"https://amdmachines.com/applications/automated-labeling-stations/"}},"rec.vision_3d_bin_picking":{"kind":"default","title":"3D vision for bin picking","applies_to":["equipment.vision"],"when":[{"product_has_module":["bin_picking"]},{"offering_not":"build_to_print_machine"}],"suggested_value":null,"quote":"3D vision — Photoneo, Zivid, and FANUC 3DV for bin picking and random part orientation.","source":{"label":"Custom Robotic Cells","url":"https://amdmachines.com/solutions/robotic-cells/"}},"rec.bin_picking_feasibility":{"kind":"default","title":"First step for bin picking","applies_to":["delivery.first_step"],"when":{"product_has_module":["bin_picking"]},"suggested_value":null,"quote":"We start every bin picking project with a paid feasibility study where we test your actual production parts in our lab.","source":{"label":"Robotic Bin Picking","url":"https://amdmachines.com/solutions/bin-picking/"}},"rec.thermal_process":{"kind":"default","title":"Joining process","applies_to":["thermal_joining.process"],"suggested_value":null,"quote":"Start with part geometry. Circular joints point to spin welding. Small parts under 250mm with energy directors or shear joints are candidates for ultrasonic. Large parts with complex weld lines usually need hot plate or vibration welding. Material matters too — glass-filled materials favor vibration welding.","source":{"label":"Ultrasonic & Hot Plate Welding","url":"https://amdmachines.com/solutions/thermal-processing/"}},"rec.laser_safety":{"kind":"guidance","title":"Laser safety","applies_to":["laser.safety_owner"],"suggested_value":null,"quote":"Every system we build meets ANSI Z136.1 and IEC 60825-1 standards with: Class 1 safety enclosures with interlocked doors and laser-rated viewing windows (OD 7+ at the process wavelength)","source":{"label":"Laser Processing Systems","url":"https://amdmachines.com/solutions/laser-applications/"}},"rec.weld_fume_extraction":{"kind":"guidance","title":"Weld fume extraction","applies_to":["welding.fume_extraction"],"when":{"product_has_module":["welding"]},"suggested_value":null,"quote":"Every cell we build includes fume extraction engineered for the specific welding process and material.","source":{"label":"Automated Welding Systems & Services","url":"https://amdmachines.com/solutions/welding/"}},"rec.laser_fume_extraction":{"kind":"guidance","title":"Laser fume extraction","applies_to":["welding.fume_extraction"],"when":{"product_has_module":["laser"]},"suggested_value":null,"quote":"Every system we build meets ANSI Z136.1 and IEC 60825-1 standards with: Fume extraction sized for the specific material and process—metal welding fumes require different filtration than plastic cutting vapors","source":{"label":"Laser Processing Systems","url":"https://amdmachines.com/solutions/laser-applications/"}},"rec.weld_process":{"kind":"default","title":"Weld process","applies_to":["welding.process"],"suggested_value":null,"quote":"MIG/MAG is the right answer for the majority of steel and aluminum work in the 1 to 12 mm range because it combines high travel speed with forgiving process windows. We pick the process around the joint, material, volume, and quality target, not vendor preference.","source":{"label":"Robotic Welding Cells","url":"https://amdmachines.com/applications/robotic-welding-cells/"}},"rec.weld_fixturing":{"kind":"default","title":"Weld fixturing","applies_to":["welding.fixturing"],"suggested_value":null,"quote":"Every welding cell is custom, but most fall into a few proven configurations: Single-robot, dual-station: The operator loads/unloads one station while the robot welds the other. Maximizes arc-on time. Best for parts with 30–120 second weld cycles.","source":{"label":"Automated Welding Systems & Services","url":"https://amdmachines.com/solutions/welding/"}},"rec.screw_feeding":{"kind":"default","title":"Screw feeding","applies_to":["fastening.feeding"],"suggested_value":null,"quote":"Feeding is the single largest driver of system reliability. Bowl feeders with inline rail are the workhorse for high-volume single-fastener applications. Blow-feed pneumatic delivery is preferred when the spindle rides on a robot arm and needs to reach many locations.","source":{"label":"Robotic Screwdriving Systems","url":"https://amdmachines.com/applications/robotic-screwdriving-systems/"}},"rec.tending_presentation":{"kind":"default","title":"Part presentation","applies_to":["machine_tending.presentation"],"suggested_value":null,"quote":"With properly sized conveyors, one operator can stage enough parts for 30–60 minutes of unattended running, then walk away to tend other equipment. For maximum unattended run time, drawer or pallet systems let you stage hours worth of parts.","source":{"label":"Robotic Machine Tending","url":"https://amdmachines.com/solutions/machine-tending/"}}},"facts":{"fact.company":{"quote":"Founded in 1996 and ISO 9001 certified, AMD Machines operates 30+ in-house CNC machines across 70,000 sq ft of facilities and draws on more than 30 years of experience and 2,500+ delivered machines.","source":{"label":"Custom Laboratory Parts & Research Fixtures","url":"https://amdmachines.com/services/laboratory-parts/"}},"fact.where_built":{"quote":"AMD Machines is a vertically integrated automation builder that combines engineering, in-house parts machining, and assembly in Querétaro, Mexico, to reduce reliance on outside suppliers and their markups.","source":{"label":"Why AMD Costs Less: Vertical Integration","url":"https://amdmachines.com/why-amd/"}},"fact.support":{"quote":"Every system is supported from our Chicago office with training, spares, and service across North America.","source":{"label":"Why AMD Costs Less: Vertical Integration","url":"https://amdmachines.com/why-amd/"}},"fact.lead_time":{"quote":"AMD Machines delivers simple machines in as little as 6 weeks and complex systems in 24–26 weeks, vs. 40–42 weeks typical for overseas builders.","source":{"label":"What Automation Costs: 2026 Pricing Guide","url":"https://amdmachines.com/blog/what-automation-costs/"}},"fact.reply":{"quote":"An engineer replies within 3 hours on weekdays.","source":{"label":"Contact Us","url":"https://amdmachines.com/contact/"}},"fact.hours":{"quote":"Monday to Friday, 7:00 AM to 5:00 PM Central Time (Chicago). Saturday by appointment.","source":{"label":"Contact Us","url":"https://amdmachines.com/contact/"}},"fact.next_steps":{"quote":"Within 3 hours on weekdays: An engineer replies to your request; If you need one: We sign your NDA before you share drawings; Then: Design review, a firm quote and a committed timeline","source":{"label":"Contact Us","url":"https://amdmachines.com/contact/"}},"fact.files":{"quote":"Reply to our email with drawings, specs and annual volumes, or send them to sales@amdmachines.com.","source":{"label":"Contact Us","url":"https://amdmachines.com/contact/"}},"fact.itar":{"quote":"AMD Machines is currently NOT compliant with International Traffic in Arms Regulations (ITAR). AMD Machines does not maintain a designated ITAR contact point, and no email address, form, or file upload on this website is approved for ITAR controlled information. Do not send ITAR-controlled, other export-controlled, classified, CUI, or other regulated information.","source":{"label":"ITAR Compliance Notice","url":"https://amdmachines.com/itar/","also":["https://amdmachines.com/contact/"]}},"fact.partners":{"quote":"ISO 9001 certified · Universal Robots Certified Integrator · Beckhoff Solution Provider · Rockwell Automation Silver partner · KUKA certified value provider · ABB partner · Yaskawa Motoman integration partner","source":{"label":"Contact Us","url":"https://amdmachines.com/contact/"}},"fact.usmca":{"quote":"Finished machines are built to qualify under USMCA and typically enter the United States duty-free. Actual US entry treatment depends on the machine's classification, applicable origin requirements, and the rules in effect at entry — we address it scope by scope during quoting.","source":{"label":"Why AMD Costs Less: Vertical Integration","url":"https://amdmachines.com/why-amd/"}},"fact.cost_guide":{"quote":"everything here is a budgetary range, not a quote.","source":{"label":"What Automation Costs: 2026 Pricing Guide","url":"https://amdmachines.com/blog/what-automation-costs/"}}},"budgetary_inputs":{"machine":{"intro":"An actual budgetary quote requires five things:","items":[{"id":"files","short":"part prints or 3D models","quote":"Part prints or 3D models with critical dimensions and tolerances flagged","requirement":"req.files"},{"id":"volume_rate","short":"annual volume and cycle time","quote":"Annual volume and cycle time target (or line takt, if the system feeds an existing line)","requirement":"req.volume_and_rate"},{"id":"quality","short":"quality requirements","quote":"Quality requirements — inspection points, traceability, IATF/AS9100 obligations","question":"quality.requirements"},{"id":"site","short":"floor space and utilities","quote":"Available floor space and utilities (voltage, compressed air, network)","requirement":"req.site_utilities"},{"id":"timeline","short":"timeline","quote":"Timeline — when production needs to start","question":"timeline.target_date"}],"source":{"label":"What Automation Costs: 2026 Pricing Guide","url":"https://amdmachines.com/blog/what-automation-costs/"}},"machined_parts":{"intro":"To review and quote a custom laboratory part or fixture, AMD Machines needs a drawing with its revision or an approved reference part, the exact material grade, the quantity now and later, the critical dimensions and datums, and the operating environment.","items":[{"id":"drawing","short":"drawing or reference part","quote":"To review and quote a custom laboratory part or fixture, AMD Machines needs a drawing with its revision or an approved reference part, the exact material grade, the quantity now and later, the critical dimensions and datums, and the operating environment.","requirement":"req.files"},{"id":"grade","short":"material grade","quote":"To review and quote a custom laboratory part or fixture, AMD Machines needs a drawing with its revision or an approved reference part, the exact material grade, the quantity now and later, the critical dimensions and datums, and the operating environment.","question":"machined_parts.material_grade"},{"id":"quantity","short":"quantity","quote":"To review and quote a custom laboratory part or fixture, AMD Machines needs a drawing with its revision or an approved reference part, the exact material grade, the quantity now and later, the critical dimensions and datums, and the operating environment.","question":"machined_parts.quantity"},{"id":"dimensions","short":"critical dimensions","quote":"To review and quote a custom laboratory part or fixture, AMD Machines needs a drawing with its revision or an approved reference part, the exact material grade, the quantity now and later, the critical dimensions and datums, and the operating environment.","question":"machined_parts.tolerances"},{"id":"environment","short":"operating environment","quote":"To review and quote a custom laboratory part or fixture, AMD Machines needs a drawing with its revision or an approved reference part, the exact material grade, the quantity now and later, the critical dimensions and datums, and the operating environment.","question":"machined_parts.environment"}],"source":{"label":"Custom Laboratory Parts & Research Fixtures","url":"https://amdmachines.com/services/laboratory-parts/"}},"lab_automation":{"intro":"To quote a laboratory automation system, AMD Machines needs a description of your specimens, the make, model, controller and software version of each instrument, the steps a person performs today, the throughput you need and your acceptance criteria","items":[{"id":"specimens","short":"specimens","quote":"a description of your specimens","question":"lab.specimens"},{"id":"instruments","short":"instruments","quote":"the make, model, controller and software version of each instrument","question":"lab.instruments"},{"id":"steps","short":"steps today","quote":"the steps a person performs today","question":"lab.sequence"},{"id":"throughput","short":"throughput","quote":"the throughput you need","question":"lab.throughput"},{"id":"acceptance","short":"acceptance criteria","quote":"your acceptance criteria","question":"quality.acceptance"}],"source":{"label":"Custom Laboratory Automation Systems for R&D","url":"https://amdmachines.com/industries/research-laboratories/"}}},"part_labels":{"site.floor_space":"floor space","site.power":"supply power","production.annual_volume":"annual volume","req.rate":"rate"}}