[ { "source_key": "FWT-S001", "source_type": "Industry statistics", "organization": "Federation of the Swiss Watch Industry FH", "title": "Swiss watch exports in 2025", "reported_date_text": "2026-01-29", "url": "https://www.fhs.swiss/eng/2026_01_29_statistics.html", "used_for": "2025 export value, unit volume, employment direction, and official caution about market uncertainty.", "limitations": "Customs export statistics are not retail sell-through, production, service demand, or secondary-market transactions.", "linked_record_count": 0, "used_in_dataset": false }, { "source_key": "FWT-S002", "source_type": "Industry statistics", "organization": "Federation of the Swiss Watch Industry FH", "title": "Swiss watch exports in the first half of 2026", "reported_date_text": "2026-07-21", "url": "https://www.fhs.swiss/eng/2026_07_21_statistics.html", "used_for": "Current 2026 baseline for export value, units, materials, and market uncertainty.", "limitations": "Half-year customs data; strong base effects and tariff timing complicate interpretation.", "linked_record_count": 0, "used_in_dataset": false }, { "source_key": "FWT-S003", "source_type": "Industry statistics", "organization": "Federation of the Swiss Watch Industry FH", "title": "Watch industry statistics", "reported_date_text": "2026", "url": "https://www.fhs.swiss/eng/statistics.html", "used_for": "Official statistical portal and annual reports.", "limitations": "Aggregate trade statistics do not reveal individual factory tool adoption.", "linked_record_count": 0, "used_in_dataset": false }, { "source_key": "FWT-S004", "source_type": "Workforce statistics", "organization": "Swiss Watch Industry Employers Association via FH", "title": "Swiss Watch Industry Employers’ Association: census", "reported_date_text": "2025-01-23", "url": "https://www.fhs.swiss/eng/2025_01_23_03_CP_Recensement.html", "used_for": "Employment, production workforce, and qualification trends.", "limitations": "2024 census reported in 2025; not a forecast.", "linked_record_count": 0, "used_in_dataset": false }, { "source_key": "FWT-S005", "source_type": "Training institution", "organization": "Fondation WOSTEP", "title": "Home and mission", "reported_date_text": "2026", "url": "https://www.wostep.ch/en", "used_for": "Institutional baseline for watchmaker training.", "limitations": "Describes WOSTEP’s own programs and mission.", "linked_record_count": 115, "used_in_dataset": true }, { "source_key": "FWT-S006", "source_type": "Training institution", "organization": "Fondation WOSTEP", "title": "Watchmaker Program", "reported_date_text": "2026", "url": "https://www.wostep.ch/en/training/watchmaker-program", "used_for": "Program length, practical bench emphasis, tools, mechanical and electronic watch training.", "limitations": "Program details and fees may change.", "linked_record_count": 115, "used_in_dataset": true }, { "source_key": "FWT-S007", "source_type": "Training institution", "organization": "Fondation WOSTEP", "title": "Our next courses", "reported_date_text": "2026", "url": "https://www.wostep.ch/en/our-next-courses", "used_for": "Evidence that advanced current training includes laser welding, lathe work, polishing, finishing, chronometry, and trainer development.", "limitations": "Course availability does not establish global adoption.", "linked_record_count": 78, "used_in_dataset": true }, { "source_key": "FWT-S008", "source_type": "Training institution", "organization": "Fondation WOSTEP", "title": "Worldwide Partnership", "reported_date_text": "2026", "url": "https://www.wostep.ch/en/worldwide-partnership", "used_for": "International training-network baseline.", "limitations": "Partner coverage is not equivalent to worldwide watchmaker supply.", "linked_record_count": 0, "used_in_dataset": false }, { "source_key": "FWT-S009", "source_type": "Cultural institution", "organization": "UNESCO Intangible Cultural Heritage", "title": "Craftsmanship of mechanical watchmaking and art mechanics", "reported_date_text": "2020", "url": "https://ich.unesco.org/en/RL/craftsmanship-of-mechanical-watchmaking-and-art-mechanics-01560", "used_for": "Evidence that mechanical watchmaking knowledge is treated as living intangible heritage.", "limitations": "Cultural recognition does not predict commercial demand.", "linked_record_count": 66, "used_in_dataset": true }, { "source_key": "FWT-S010", "source_type": "Standards catalogue", "organization": "International Organization for Standardization", "title": "ISO/TC 114 — Horology catalogue", "reported_date_text": "2026", "url": "https://www.iso.org/cms/live/live/en/sites/isoorg/contents/data/committee/05/17/51734/x/catalogue/", "used_for": "Current horology standards landscape and standards under development.", "limitations": "Abstracts are public; full standards are paywalled.", "linked_record_count": 63, "used_in_dataset": true }, { "source_key": "FWT-S011", "source_type": "Technical standard", "organization": "International Organization for Standardization", "title": "ISO 3159:2009 — Wrist-chronometers with spring balance oscillator", "reported_date_text": "2009; confirmed 2021; under review 2026", "url": "https://www.iso.org/standard/54804.html", "used_for": "Chronometer test categories and minimum requirements.", "limitations": "Current edition may change after the 2026 systematic review.", "linked_record_count": 73, "used_in_dataset": true }, { "source_key": "FWT-S012", "source_type": "Technical standard", "organization": "International Organization for Standardization", "title": "ISO 22810:2010 — Water-resistant watches", "reported_date_text": "2010; confirmed 2021; under review 2026", "url": "https://www.iso.org/standard/45334.html", "used_for": "Baseline for water-resistance verification and marking.", "limitations": "Does not prescribe one specific instrument architecture.", "linked_record_count": 62, "used_in_dataset": true }, { "source_key": "FWT-S013", "source_type": "Technical standard", "organization": "International Organization for Standardization", "title": "ISO 6425:2018 — Divers’ watches", "reported_date_text": "2018", "url": "https://www.iso.org/standard/66517.html", "used_for": "Baseline for diver-watch performance and testing.", "limitations": "Full requirements require access to the standard.", "linked_record_count": 62, "used_in_dataset": true }, { "source_key": "FWT-S014", "source_type": "Technical standard", "organization": "International Organization for Standardization", "title": "ISO 16359:2025 — Chemical regulatory compliance of wrist-watches", "reported_date_text": "2025-11", "url": "https://www.iso.org/standard/84549.html", "used_for": "Evidence of increasing chemical-compliance documentation demands.", "limitations": "Practice standard, not a forecast of specific workshop equipment.", "linked_record_count": 18, "used_in_dataset": true }, { "source_key": "FWT-S015", "source_type": "Technical standard", "organization": "International Organization for Standardization", "title": "ISO 764:2020 — Magnetic resistant watches", "reported_date_text": "2020", "url": "https://www.iso.org/standard/74683.html", "used_for": "Baseline for magnetic-resistance testing.", "limitations": "Full requirements are paywalled.", "linked_record_count": 39, "used_in_dataset": true }, { "source_key": "FWT-S016", "source_type": "Technical standard", "organization": "International Organization for Standardization", "title": "ISO 10553:2018 — Accuracy of quartz watches", "reported_date_text": "2018", "url": "https://www.iso.org/standard/68619.html", "used_for": "Baseline for quartz accuracy evaluation.", "limitations": "Applies to defined test contexts, not all connected watches.", "linked_record_count": 40, "used_in_dataset": true }, { "source_key": "FWT-S017", "source_type": "Technical standard", "organization": "International Electrotechnical Commission", "title": "IEC 60086-3:2021 — Watch batteries", "reported_date_text": "2021", "url": "https://webstore.iec.ch/en/publication/62413", "used_for": "Primary-battery dimensional, performance, and marking baseline for watches.", "limitations": "Does not cover every rechargeable wearable architecture.", "linked_record_count": 1, "used_in_dataset": true }, { "source_key": "FWT-S018", "source_type": "Regulation", "organization": "European Commission", "title": "Directive on repair of goods", "reported_date_text": "2024; applies from 2026-07-31", "url": "https://commission.europa.eu/law/law-topic/consumer-protection-law/directive-repair-goods_en", "used_for": "Current European repair-policy baseline.", "limitations": "Repair obligations attach only to product groups covered by applicable reparability requirements; do not assume mechanical watches are automatically covered.", "linked_record_count": 22, "used_in_dataset": true }, { "source_key": "FWT-S019", "source_type": "Regulation", "organization": "European Commission", "title": "Batteries — EU policy and implementation", "reported_date_text": "2023–2026", "url": "https://environment.ec.europa.eu/topics/waste-and-recycling/batteries_en", "used_for": "Batteries Regulation implementation and circular-economy context.", "limitations": "Product-specific obligations and exemptions must be checked.", "linked_record_count": 1, "used_in_dataset": true }, { "source_key": "FWT-S020", "source_type": "Regulatory guidance", "organization": "European Commission", "title": "Guidelines on removability and replaceability of portable batteries", "reported_date_text": "2026-07-14", "url": "https://environment.ec.europa.eu/document/download/17491562-50cc-443a-897f-b50848ab0a8a_en?filename=C_2026_5032_1_EN_ACT_part1_v13.pdf", "used_for": "Tool-access definitions and independent-professional repair framework.", "limitations": "Commission guidance is not itself the final judicial interpretation of EU law.", "linked_record_count": 2, "used_in_dataset": true }, { "source_key": "FWT-S021", "source_type": "Regulation", "organization": "European Commission", "title": "Commission adds exemptions to portable battery removal rules", "reported_date_text": "2026-07-14", "url": "https://environment.ec.europa.eu/news/commission-adds-exemptions-portable-battery-removal-rules-2026-07-14_en", "used_for": "2026 treatment of wearables such as smartwatches under battery-removability rules.", "limitations": "Delegated act was subject to legislative scrutiny at publication; check final legal status.", "linked_record_count": 2, "used_in_dataset": true }, { "source_key": "FWT-S022", "source_type": "Regulation", "organization": "European Union", "title": "Regulation (EU) 2024/1781 — Ecodesign for Sustainable Products Regulation", "reported_date_text": "2024", "url": "https://eur-lex.europa.eu/legal-content/EN/TXT/HTML/?uri=CELEX%3A02024R1781-20240628", "used_for": "Legal basis for ecodesign requirements and Digital Product Passports.", "limitations": "Watch-specific delegated requirements were not established in the 2026 baseline.", "linked_record_count": 24, "used_in_dataset": true }, { "source_key": "FWT-S023", "source_type": "Regulatory infrastructure", "organization": "European Commission", "title": "Digital Product Passport", "reported_date_text": "2026", "url": "https://single-market-economy.ec.europa.eu/single-market/digital-product-passport_en", "used_for": "Definition, registry architecture, and rollout timeline.", "limitations": "DPP infrastructure does not mean watches are already a mandated product group.", "linked_record_count": 23, "used_in_dataset": true }, { "source_key": "FWT-S024", "source_type": "Regulatory infrastructure", "organization": "European Commission", "title": "DPP Registry", "reported_date_text": "2026", "url": "https://single-market-economy.ec.europa.eu/single-market/digital-product-passport/dpp-registry_en", "used_for": "Live registry architecture and decentralized data responsibilities.", "limitations": "Registry existence does not guarantee long-term interoperability or data quality.", "linked_record_count": 2, "used_in_dataset": true }, { "source_key": "FWT-S025", "source_type": "Regulation", "organization": "European Commission", "title": "Cyber Resilience Act", "reported_date_text": "2024–2027", "url": "https://digital-strategy.ec.europa.eu/en/policies/cyber-resilience-act", "used_for": "Cybersecurity lifecycle obligations for products with digital elements.", "limitations": "Relevant to connected watches and networked service tools, not ordinary mechanical watches.", "linked_record_count": 3, "used_in_dataset": true }, { "source_key": "FWT-S026", "source_type": "Regulatory guidance", "organization": "European Commission", "title": "Cyber Resilience Act — reporting obligations", "reported_date_text": "2026", "url": "https://digital-strategy.ec.europa.eu/en/policies/cra-reporting", "used_for": "Incident and vulnerability reporting dates for products with digital elements.", "limitations": "Implementation guidance may evolve.", "linked_record_count": 2, "used_in_dataset": true }, { "source_key": "FWT-S027", "source_type": "Data standard", "organization": "GS1", "title": "Digital Product Passport Provisional Standard", "reported_date_text": "2026", "url": "https://www.gs1.org/standards/standards-emerging-regulations/DPP", "used_for": "Interoperable identifier and data-structure direction for DPP systems.", "limitations": "Provisional standard; adoption and watch-sector profiles remain uncertain.", "linked_record_count": 4, "used_in_dataset": true }, { "source_key": "FWT-S028", "source_type": "Manufacturing research", "organization": "National Institute of Standards and Technology", "title": "Digital Thread for Smart Manufacturing", "reported_date_text": "2026", "url": "https://www.nist.gov/programs-projects/digital-thread-smart-manufacturing", "used_for": "Open-standard digital thread across design, manufacturing, and product support.", "limitations": "General manufacturing research, not watch-specific field evidence.", "linked_record_count": 71, "used_in_dataset": true }, { "source_key": "FWT-S029", "source_type": "Manufacturing research", "organization": "National Institute of Standards and Technology", "title": "Digital Thread for Manufacturing", "reported_date_text": "2026", "url": "https://www.nist.gov/programs-projects/digital-thread-manufacturing", "used_for": "Standards, conformance, and product-definition exchange.", "limitations": "General manufacturing research.", "linked_record_count": 25, "used_in_dataset": true }, { "source_key": "FWT-S030", "source_type": "Manufacturing research", "organization": "National Institute of Standards and Technology", "title": "Smart Manufacturing", "reported_date_text": "2026", "url": "https://www.nist.gov/smart-manufacturing", "used_for": "Measurement and trust for computing and communications in manufacturing.", "limitations": "Program-level source.", "linked_record_count": 49, "used_in_dataset": true }, { "source_key": "FWT-S031", "source_type": "Digital-twin standard", "organization": "International Organization for Standardization", "title": "ISO 23247-1:2021 — Digital twin framework for manufacturing", "reported_date_text": "2021", "url": "https://www.iso.org/standard/75066.html", "used_for": "General principles and reference framework for manufacturing digital twins.", "limitations": "Not watch-specific.", "linked_record_count": 2, "used_in_dataset": true }, { "source_key": "FWT-S032", "source_type": "Digital-twin standard", "organization": "International Organization for Standardization", "title": "ISO 23247-5:2026 — Digital thread for digital twins", "reported_date_text": "2026-06", "url": "https://www.iso.org/standard/87425.html", "used_for": "Lifecycle digital-thread concept connecting manufacturing twins.", "limitations": "New standard; adoption is not yet measured.", "linked_record_count": 3, "used_in_dataset": true }, { "source_key": "FWT-S033", "source_type": "Digital-twin standard", "organization": "International Organization for Standardization", "title": "ISO 23247-6:2026 — Digital twin composition and interoperability", "reported_date_text": "2026-07", "url": "https://www.iso.org/standard/87426.html", "used_for": "Interoperability direction for composed twins.", "limitations": "New standard; watch-sector implementation is uncertain.", "linked_record_count": 2, "used_in_dataset": true }, { "source_key": "FWT-S034", "source_type": "Manufacturing AI", "organization": "National Institute of Standards and Technology", "title": "Industrial Artificial Intelligence Management and Metrology", "reported_date_text": "2025–2026", "url": "https://www.nist.gov/programs-projects/industrial-artificial-intelligence-management-and-metrology", "used_for": "Evaluation and management of industrial AI used in planning, control, and decision-making.", "limitations": "General manufacturing context.", "linked_record_count": 52, "used_in_dataset": true }, { "source_key": "FWT-S035", "source_type": "AI governance", "organization": "National Institute of Standards and Technology", "title": "AI Risk Management Framework", "reported_date_text": "2023–2026", "url": "https://www.nist.gov/itl/ai-risk-management-framework", "used_for": "Framework for trustworthy AI risk management.", "limitations": "Voluntary framework; not a watch-tool certification.", "linked_record_count": 28, "used_in_dataset": true }, { "source_key": "FWT-S036", "source_type": "Manufacturing interface", "organization": "OPC Foundation / VDW", "title": "OPC UA for Machine Tools", "reported_date_text": "2026", "url": "https://opcfoundation.org/markets-collaboration/machine-tools/", "used_for": "Common information model for machine-tool data.", "limitations": "Adoption varies by machine, control, and supplier.", "linked_record_count": 47, "used_in_dataset": true }, { "source_key": "FWT-S037", "source_type": "Manufacturing interface", "organization": "MTConnect Institute", "title": "MTConnect Standard", "reported_date_text": "2026", "url": "https://www.mtconnect.org/standard-download20181", "used_for": "Open manufacturing-equipment data standard.", "limitations": "Deployment requires adapters, governance, and cybersecurity.", "linked_record_count": 47, "used_in_dataset": true }, { "source_key": "FWT-S038", "source_type": "Product-data standard", "organization": "International Organization for Standardization", "title": "ISO 10303 STEP product data representation and exchange", "reported_date_text": "Current series", "url": "https://www.iso.org/ics/25.040.40/x/", "used_for": "Lifecycle product-data exchange direction.", "limitations": "Large multipart standard family; implementations vary.", "linked_record_count": 2, "used_in_dataset": true }, { "source_key": "FWT-S039", "source_type": "Additive standard", "organization": "ISO and ASTM International", "title": "ISO/ASTM 52900:2021 — Additive manufacturing fundamentals and vocabulary", "reported_date_text": "2021", "url": "https://www.iso.org/standard/74514.html", "used_for": "Common AM terminology and process categories.", "limitations": "Vocabulary standard, not evidence of watch-part qualification.", "linked_record_count": 3, "used_in_dataset": true }, { "source_key": "FWT-S040", "source_type": "Additive manufacturing research", "organization": "National Institute of Standards and Technology", "title": "Fundamental Measurements for Metal Additive Manufacturing", "reported_date_text": "2024–2026", "url": "https://www.nist.gov/programs-projects/fundamental-measurements-metal-additive-manufacturing", "used_for": "Qualification, feedstock, in-process, post-process, XCT, and AI measurement challenges.", "limitations": "Critical-industry research; miniature horological parts may face distinct constraints.", "linked_record_count": 47, "used_in_dataset": true }, { "source_key": "FWT-S041", "source_type": "Additive manufacturing research", "organization": "National Institute of Standards and Technology", "title": "Metrology for Real-Time Monitoring of Additive Manufacturing", "reported_date_text": "2018–2025", "url": "https://www.nist.gov/programs-projects/metrology-real-time-monitoring-additive-manufacturing", "used_for": "Limits and calibration needs of in-situ AM monitoring.", "limitations": "Project completed; field continues to evolve.", "linked_record_count": 0, "used_in_dataset": false }, { "source_key": "FWT-S042", "source_type": "Micro-additive vendor documentation", "organization": "Nanoscribe", "title": "High-resolution 3D printing and two-photon polymerization", "reported_date_text": "2026", "url": "https://www.nanoscribe.com/en/", "used_for": "Evidence of commercial submicrometre-scale polymer microfabrication capabilities.", "limitations": "Vendor claims require application-specific validation.", "linked_record_count": 2, "used_in_dataset": true }, { "source_key": "FWT-S043", "source_type": "Micro-additive vendor documentation", "organization": "Exaddon", "title": "CERES microscale metal additive manufacturing", "reported_date_text": "2026", "url": "https://www.exaddon.com/", "used_for": "Evidence of commercial electrochemical microscale metal printing.", "limitations": "Vendor claims; throughput, materials, and qualification limit use cases.", "linked_record_count": 1, "used_in_dataset": true }, { "source_key": "FWT-S044", "source_type": "Micro-additive vendor documentation", "organization": "Boston Micro Fabrication", "title": "Micro-precision additive manufacturing", "reported_date_text": "2026", "url": "https://bmf3d.com/", "used_for": "Evidence of commercial projection micro-stereolithography platforms.", "limitations": "Vendor claims; polymer tooling differs from finished metal movement parts.", "linked_record_count": 1, "used_in_dataset": true }, { "source_key": "FWT-S045", "source_type": "Manufacturing research", "organization": "Fraunhofer Institute for Production Technology IPT", "title": "Additive manufacturing technologies", "reported_date_text": "2026", "url": "https://www.ipt.fraunhofer.de/en/technologies/additive-manufacturing.html", "used_for": "Balanced institutional view of AM as a complement to subtractive manufacturing.", "limitations": "General manufacturing context.", "linked_record_count": 47, "used_in_dataset": true }, { "source_key": "FWT-S046", "source_type": "Microassembly research", "organization": "Fraunhofer Institute for Production Technology IPT", "title": "Automated precision and microassembly", "reported_date_text": "2026", "url": "https://www.ipt.fraunhofer.de/en/technologies/production-machines/precision-and-microassembly.html", "used_for": "Robotics, sensors, modular automation, and integrated quality control for microassembly.", "limitations": "Not a claim that autonomous watch assembly is commercially routine.", "linked_record_count": 53, "used_in_dataset": true }, { "source_key": "FWT-S047", "source_type": "Robotics research", "organization": "Fraunhofer-Gesellschaft", "title": "Next-Generation Robotics", "reported_date_text": "2026", "url": "https://www.fraunhofer.de/en/research/current-research/next-generation-robotics.html", "used_for": "AI, sensing, flexible automation, and labor-shortage context.", "limitations": "General industrial research.", "linked_record_count": 2, "used_in_dataset": true }, { "source_key": "FWT-S048", "source_type": "Microassembly research", "organization": "National Institute of Standards and Technology", "title": "Microassembly and nanopositioning research", "reported_date_text": "Current", "url": "https://www.nist.gov/topics/microelectromechanical-systems-mems", "used_for": "Measurement and positioning context for microscale assembly.", "limitations": "Program portal; individual results vary.", "linked_record_count": 3, "used_in_dataset": true }, { "source_key": "FWT-S049", "source_type": "Watch microtechnology research", "organization": "CSEM", "title": "Watchmaking and timing technologies", "reported_date_text": "2026", "url": "https://www.csem.ch/en/industry/watchmaking/", "used_for": "Oscillators, low-power electronics, MEMS, and watch-specific R&D.", "limitations": "Institutional description of CSEM capabilities.", "linked_record_count": 36, "used_in_dataset": true }, { "source_key": "FWT-S050", "source_type": "Silicon microfabrication vendor documentation", "organization": "Sigatec", "title": "Silicon microcomponents and DRIE", "reported_date_text": "2026", "url": "https://www.sigatec.ch/", "used_for": "Commercial silicon-micropart production baseline.", "limitations": "Vendor capability claims require part-specific qualification.", "linked_record_count": 35, "used_in_dataset": true }, { "source_key": "FWT-S051", "source_type": "UV-LIGA vendor documentation", "organization": "Mimotec", "title": "UV-LIGA micromanufacturing for watchmaking", "reported_date_text": "2026", "url": "https://www.mimotec.ch/en/", "used_for": "Commercial electroforming of complex watch microcomponents.", "limitations": "Vendor source; output and tolerance claims should be independently validated for a specific project.", "linked_record_count": 35, "used_in_dataset": true }, { "source_key": "FWT-S052", "source_type": "MEMS research", "organization": "CSEM", "title": "FlexMEMS and MEMS manufacturing", "reported_date_text": "2026", "url": "https://www.csem.ch/en/technical-focus/mems/", "used_for": "Flexures, microsystems, and foundry capabilities relevant to future oscillators and compliant mechanisms.", "limitations": "R&D capability is not equivalent to broad watch-market adoption.", "linked_record_count": 35, "used_in_dataset": true }, { "source_key": "FWT-S053", "source_type": "Laser vendor documentation", "organization": "GF Machining Solutions", "title": "Laser micromachining for watchmaking", "reported_date_text": "2026", "url": "https://www.gfms.com/en-us/machines/laser.html", "used_for": "Commercial laser texturing, engraving, and micromachining direction.", "limitations": "Vendor documentation.", "linked_record_count": 71, "used_in_dataset": true }, { "source_key": "FWT-S054", "source_type": "Laser vendor documentation", "organization": "LASEA", "title": "Laser systems for watchmaking and jewelry", "reported_date_text": "2026", "url": "https://www.lasea.com/applications/watchmaking-jewellery/", "used_for": "Femtosecond and modular laser-processing capabilities.", "limitations": "Vendor documentation.", "linked_record_count": 28, "used_in_dataset": true }, { "source_key": "FWT-S055", "source_type": "Machine-tool vendor documentation", "organization": "Tornos", "title": "Micromechanics and Swiss-type machining", "reported_date_text": "2026", "url": "https://www.tornos.com/en/content/micromechanics", "used_for": "Current turning platforms for small precision components.", "limitations": "Vendor documentation.", "linked_record_count": 100, "used_in_dataset": true }, { "source_key": "FWT-S056", "source_type": "Machine-tool vendor documentation", "organization": "Willemin-Macodel", "title": "High-precision machining for watchmaking", "reported_date_text": "2026", "url": "https://www.willemin-macodel.com/en/markets/watchmaking", "used_for": "Current multi-axis manufacturing capabilities.", "limitations": "Vendor documentation.", "linked_record_count": 100, "used_in_dataset": true }, { "source_key": "FWT-S057", "source_type": "Laser research", "organization": "Fraunhofer Institute for Production Technology IPT", "title": "High-precision laser cutting and welding", "reported_date_text": "2026", "url": "https://www.ipt.fraunhofer.de/en/technologies/laser-technologies/laser-cutting-welding.html", "used_for": "Ultrashort-pulse cutting, micro-welding, monitoring, and integration.", "limitations": "Research capabilities and technical ranges are not watch-specific adoption data.", "linked_record_count": 27, "used_in_dataset": true }, { "source_key": "FWT-S058", "source_type": "Circular repair research", "organization": "Fraunhofer Institute for Laser Technology ILT", "title": "PRECIRC laser-based repair process chain", "reported_date_text": "2026", "url": "https://www.ilt.fraunhofer.de/en/projects-technology-studies/cp_current/cp-precirc.html", "used_for": "Automated defect mapping, adaptive path planning, additive repair, and subtractive finishing.", "limitations": "Project focuses on larger precision components; watch-scale transfer is a conditional forecast.", "linked_record_count": 1, "used_in_dataset": true }, { "source_key": "FWT-S059", "source_type": "Industrial CT vendor documentation", "organization": "ZEISS Industrial Quality Solutions", "title": "Industrial computed tomography", "reported_date_text": "2026", "url": "https://www.zeiss.com/metrology/en/systems/x-ray.html", "used_for": "Non-destructive internal inspection and dimensional metrology.", "limitations": "Vendor documentation; economics and resolution depend on configuration.", "linked_record_count": 40, "used_in_dataset": true }, { "source_key": "FWT-S060", "source_type": "Micro-CT vendor documentation", "organization": "Bruker", "title": "3D X-ray microscopy and micro-CT", "reported_date_text": "2026", "url": "https://www.bruker.com/en/products-and-solutions/microscopes/3d-x-ray-microscopes.html", "used_for": "High-resolution non-destructive internal imaging baseline.", "limitations": "Vendor documentation.", "linked_record_count": 39, "used_in_dataset": true }, { "source_key": "FWT-S061", "source_type": "Optical metrology vendor documentation", "organization": "Bruker Alicona", "title": "Optical 3D measurement for micro-precision manufacturing", "reported_date_text": "2026", "url": "https://www.alicona.com/en/", "used_for": "Surface, form, and dimensional optical metrology.", "limitations": "Vendor documentation.", "linked_record_count": 92, "used_in_dataset": true }, { "source_key": "FWT-S062", "source_type": "Metrology vendor documentation", "organization": "Hexagon Manufacturing Intelligence", "title": "Metrology and quality data", "reported_date_text": "2026", "url": "https://hexagon.com/company/divisions/manufacturing-intelligence", "used_for": "Integration of dimensional measurement with manufacturing data.", "limitations": "Vendor documentation.", "linked_record_count": 42, "used_in_dataset": true }, { "source_key": "FWT-S063", "source_type": "Watch diagnostics vendor documentation", "organization": "Witschi Electronic", "title": "Watch measurement and testing instruments", "reported_date_text": "2026", "url": "https://www.witschi.com/en/", "used_for": "Current timing, quartz, water-resistance, and service-instrument baseline.", "limitations": "Vendor documentation; no endorsement of particular models.", "linked_record_count": 83, "used_in_dataset": true }, { "source_key": "FWT-S064", "source_type": "Cleaning and testing vendor documentation", "organization": "Elma Schmidbauer", "title": "Watch cleaning and testing systems", "reported_date_text": "2026", "url": "https://www.elma-ultrasonic.com/en/watchmaking/", "used_for": "Current cleaning, ultrasonic, and service-equipment baseline.", "limitations": "Vendor documentation.", "linked_record_count": 43, "used_in_dataset": true }, { "source_key": "FWT-S065", "source_type": "Microscopy vendor documentation", "organization": "Leica Microsystems", "title": "Microscopy for watchmaking", "reported_date_text": "2026", "url": "https://www.leica-microsystems.com/applications/industrial-microscopy/watchmaking/", "used_for": "Magnification, inspection, documentation, and ergonomic microscopy baseline.", "limitations": "Vendor documentation.", "linked_record_count": 39, "used_in_dataset": true }, { "source_key": "FWT-S066", "source_type": "AR assembly research", "organization": "Fraunhofer IGD", "title": "AI-based AR software for assembly and quality control", "reported_date_text": "2024", "url": "https://www.vision.fraunhofer.de/en/events/participation-in-trade-fairs/control/control-2024/ai-based-ar-software.html", "used_for": "Part recognition, step verification, and real-time worker feedback.", "limitations": "Demonstrator; watch-bench accuracy and usability require validation.", "linked_record_count": 21, "used_in_dataset": true }, { "source_key": "FWT-S067", "source_type": "AR manufacturing research", "organization": "Fraunhofer IPT", "title": "Augmented5G", "reported_date_text": "2020–2026", "url": "https://www.ipt.fraunhofer.de/en/projects/augmented5g.html", "used_for": "AR work instructions, remote support, and precision-assembly knowledge retention.", "limitations": "Project context is broader than watchmaking.", "linked_record_count": 20, "used_in_dataset": true }, { "source_key": "FWT-S068", "source_type": "XR manufacturing research", "organization": "Fraunhofer IPK", "title": "Industrial metaverse and AR manual assembly", "reported_date_text": "2026", "url": "https://www.ipk.fraunhofer.de/en/expertise-and-technologies/digital-engineering/industrial-metaverse.html", "used_for": "Digital twins, immersive training, and AR instructions.", "limitations": "Institutional capability statement.", "linked_record_count": 3, "used_in_dataset": true }, { "source_key": "FWT-S069", "source_type": "Safety authority", "organization": "US Occupational Safety and Health Administration", "title": "Laser hazards", "reported_date_text": "Current", "url": "https://www.osha.gov/laser-hazards", "used_for": "Eye, skin, beam, and non-beam safety baseline.", "limitations": "US guidance; local legal requirements vary.", "linked_record_count": 45, "used_in_dataset": true }, { "source_key": "FWT-S070", "source_type": "Safety authority", "organization": "US Occupational Safety and Health Administration", "title": "Laser hazards — standards", "reported_date_text": "Current", "url": "https://www.osha.gov/laser-hazards/standards", "used_for": "Applicable safety standards and consensus references for industrial lasers.", "limitations": "US regulatory context.", "linked_record_count": 45, "used_in_dataset": true }, { "source_key": "FWT-S071", "source_type": "Manufacturer sustainability source", "organization": "Citizen Watch Co.", "title": "Contribution to a circulating society", "reported_date_text": "2026", "url": "https://www.citizen.co.jp/global/sustainability/environment/circular_economy.html", "used_for": "Evidence of existing light-powered watches, repair activity, and material-circularity initiatives.", "limitations": "Corporate self-report; not independent lifecycle analysis.", "linked_record_count": 3, "used_in_dataset": true }, { "source_key": "FWT-S072", "source_type": "Manufacturer history source", "organization": "Citizen Watch Co.", "title": "Corporate and product history", "reported_date_text": "2026", "url": "https://www.citizen.co.jp/global/aboutus/history.html", "used_for": "Historical baseline for light-powered watch technology and the group’s machine-tool business.", "limitations": "Corporate source; priority claims require corroboration.", "linked_record_count": 1, "used_in_dataset": true }, { "source_key": "FWT-S073", "source_type": "Repair-process research", "organization": "Fraunhofer-Gesellschaft", "title": "Repairing tools with AI and laser technology", "reported_date_text": "2025", "url": "https://www.fraunhofer.de/en/press/research-news/2025/february-2025/repairing-mining-tools-with-ai-and-laser-technology.html", "used_for": "Example of AI-assisted defect mapping, path planning, deposition, and quality control.", "limitations": "Large industrial tool example; watch-scale application is inferential.", "linked_record_count": 0, "used_in_dataset": false }, { "source_key": "FWT-S074", "source_type": "Traceability institution", "organization": "World Intellectual Property Organization", "title": "Advisory Committee on Enforcement — blockchain authentication materials", "reported_date_text": "2025", "url": "https://www.wipo.int/edocs/mdocs/enforcement/en/wipo_ace_17/wipo_ace_17_17_prov.pdf", "used_for": "Authentication labels, digital credentials, and product-linking concepts.", "limitations": "Describes systems and policy discussions, not proof that blockchain eliminates counterfeiting.", "linked_record_count": 3, "used_in_dataset": true }, { "source_key": "FWT-S075", "source_type": "Supply-chain trust research", "organization": "National Institute of Standards and Technology", "title": "CHIPS R&D semiconductor supply-chain trust and assurance data standards", "reported_date_text": "2024", "url": "https://www.nist.gov/news-events/events/2024/04/chips-rd-semiconductor-supply-chain-trust-and-assurance-data-standards", "used_for": "Traceability and digital-twin linking across complex component supply chains.", "limitations": "Semiconductor use case; analogy to watches must be labeled as inference.", "linked_record_count": 2, "used_in_dataset": true }, { "source_key": "FWT-S076", "source_type": "Certification institution", "organization": "Contrôle Officiel Suisse des Chronomètres (COSC)", "title": "Official chronometer certification overview", "reported_date_text": "2026", "url": "https://www.cosc.swiss/", "used_for": "2025 certification volume, cumulative certification history, and the institution’s current role.", "limitations": "Institutional source; certified movement counts are not total watch production.", "linked_record_count": 0, "used_in_dataset": false }, { "source_key": "FWT-S077", "source_type": "Certification institution", "organization": "Contrôle Officiel Suisse des Chronomètres (COSC)", "title": "COSC certifications", "reported_date_text": "2026", "url": "https://www.cosc.swiss/cosc-certifications", "used_for": "Certification categories, testing role, and certificate framework.", "limitations": "Institutional description; full technical criteria should be checked against governing standards.", "linked_record_count": 0, "used_in_dataset": false }, { "source_key": "FWT-S078", "source_type": "National metrology institution", "organization": "Federal Institute of Metrology METAS", "title": "Certification of watches and Master Chronometer requirements", "reported_date_text": "2026", "url": "https://www.metas.ch/metas/en/home/dl/konformitaetsbewertungsstelle-metas-cert/zertifizierung_uhren.html", "used_for": "Current independent watch-testing and certification infrastructure.", "limitations": "Program requirements and participating products may change.", "linked_record_count": 0, "used_in_dataset": false }, { "source_key": "FWT-S079", "source_type": "National metrology institution", "organization": "Federal Institute of Metrology METAS", "title": "Computed tomography", "reported_date_text": "2026", "url": "https://www.metas.ch/metas/en/home/fabe/laenge/computed-tomography.html", "used_for": "Institutional evidence that X-ray CT is increasingly used for dimensional characterization in microtechnology.", "limitations": "General metrology capability; not evidence of routine use at ordinary watch benches.", "linked_record_count": 0, "used_in_dataset": false }, { "source_key": "FWT-S080", "source_type": "Optical metrology vendor documentation", "organization": "Bruker Alicona", "title": "SensorX — OEM-ready 3D metrology", "reported_date_text": "2025", "url": "https://www.alicona.com/en/blog-posts/sensorx-the-next-generation-of-oem-ready-3d-metrology", "used_for": "Commercial direction toward in-machine and automation-integrated optical metrology.", "limitations": "Vendor source; application-specific capability and uncertainty require validation.", "linked_record_count": 0, "used_in_dataset": false }, { "source_key": "FWT-S081", "source_type": "Machine-tool vendor documentation", "organization": "Tornos", "title": "SwissNano precision machining platform", "reported_date_text": "2026", "url": "https://www.tornos.com/en/content/swissnano", "used_for": "Current compact high-precision turning capability and vendor-stated watch-component coverage.", "limitations": "Vendor claims; actual capability depends on configuration, process, and qualification.", "linked_record_count": 0, "used_in_dataset": false }, { "source_key": "FWT-S082", "source_type": "Micro-additive vendor documentation", "organization": "Nanoscribe", "title": "Two-photon polymerization", "reported_date_text": "2026", "url": "https://www.nanoscribe.com/en/microfabrication-technologies/2pp-two-photon-polymerization/", "used_for": "Technical explanation of commercial 2PP microfabrication and achievable feature scale.", "limitations": "Vendor source; geometry, material, and throughput constraints are application-specific.", "linked_record_count": 0, "used_in_dataset": false }, { "source_key": "FWT-S083", "source_type": "Micro-additive vendor documentation", "organization": "Exaddon", "title": "Microscale metal additive manufacturing", "reported_date_text": "2026", "url": "https://www.exaddon.com/", "used_for": "Commercial electrochemical microscale metal-printing baseline.", "limitations": "Vendor source; material range, speed, and qualification limit applications.", "linked_record_count": 0, "used_in_dataset": false }, { "source_key": "FWT-S084", "source_type": "Watch diagnostics vendor documentation", "organization": "Witschi Electronic", "title": "Chronoscope X1 automated testing", "reported_date_text": "2026", "url": "https://www.witschi.com/en/products/chronoscope-x1/", "used_for": "Evidence of automated multi-position watch measurement in current commercial equipment.", "limitations": "Vendor source; does not establish market-wide adoption.", "linked_record_count": 0, "used_in_dataset": false }, { "source_key": "FWT-S085", "source_type": "Watch testing vendor documentation", "organization": "Roxer", "title": "Watchmaking testing and assembly equipment", "reported_date_text": "2026", "url": "https://www.roxer.ch/en/", "used_for": "Current water-resistance, leak-testing, fitting, pressing, and contamination-control equipment baseline.", "limitations": "Vendor source; no endorsement of particular equipment.", "linked_record_count": 0, "used_in_dataset": false } ]