Vilka data som faktiskt finns om den här branschen, vem som vanligen har dem, på vilken granularitet och hur åtkomliga de är. Öppna betyder öppet publicerade; köpbara säljs av en leverantör; partnerskap kräver ett bilateralt avtal; exklusiva är i praktiken inlåsta hos en enda part.
Tabellposterna är skrivna på engelska.
| Datakategori | Vem har dem | Granularitet | Åtkomst |
|---|---|---|---|
| registry/licensing/permits | EASA (Part-145 approved maintenance organisations, Part-147 training, Part-21 design/production), FAA (repair station certificates, A&P… | per approved organisation / per certificate / per licensed engineer; aircraft… | öppna |
| employment & workforce | national statistics offices (Eurostat SBS, US BLS), CAA licensed-engineer registries, industry workforce studies (Oliver Wyman MRO talent… | annual headcount by NACE class and region; per-licensed-engineer in registries | öppna |
| reviews & sentiment | employee-review platforms (Glassdoor, Indeed) for MRO employers, trade press (Aviation Week MRO customer surveys), airline procurement… | per review; per supplier per survey cycle | öppna |
| logistics & freight movement | AOG logistics specialists and forwarders (DHL Aerospace, Kuehne+Nagel, Bolloré), customs trade statistics (Comext, US Census HS 8803/8411… | per shipment/AWB internally; monthly HS-code trade flows publicly | öppna |
| financial filings | listed MRO and aerospace-services groups (AAR Corp, HEICO, VSE, ST Engineering, Lufthansa Technik via Lufthansa Group), national business… | quarterly/annual per legal entity, MRO segment revenue | öppna |
| incident/safety/claims | EASA/FAA safety databases, NTSB and national accident investigation bureaus, ICAO ADREP/ECCAIRS, FAA Service Difficulty Reports, aviation… | per occurrence/report; per AD or SB per aircraft type | öppna |
| waste & emissions | MRO facility operators reporting under EU Industrial Emissions Directive/E-PRTR, national environmental agencies (hazardous waste… | annual per site/facility by pollutant and waste stream | öppna |
| pricing | parts marketplaces and appraisers (ILS, PartsBase, IBA, Ascend by Cirium), MRO shop-visit cost benchmarks from consultancies (Oliver… | per part number quote; per engine/APU shop-visit or per airframe check as… | köpbara |
| inventory & supply chain | parts distributors and traders (Satair, Aviall/Boeing Distribution, AJW, HEICO), MRO stores, airline rotable pools, marketplaces… | per part number / per serial with condition code (NE/OH/SV/AR), per stocking… | köpbara |
| geospatial/movement | ADS-B networks (Flightradar24, ADS-B Exchange, FlightAware), Cirium; aircraft ferry flights to MRO bases and heavy-check downtime inferred… | per flight leg per tail, timestamped positions | köpbara |
| production output | MRO providers (checks completed, engine shop visits, component overhauls), industry forecasters (Aviation Week Fleet & MRO Forecast, Cirium… | per facility per month (units delivered); forecast shop visits per engine type… | köpbara |
| transactional/sales | MRO providers and parts traders (invoices, contracts), lessors' maintenance reserve billing; aggregate MRO market spend from Aviation Week… | per work order / per invoice line internally; annual market segment aggregates… | partnerskap |
| energy consumption | MRO facility operators (hangar utilities), EU ETS/energy audit reporting for large sites, corporate ESG disclosures | annual per site; monthly meter data held internally | partnerskap |
| maintenance & asset condition | MRO providers (Lufthansa Technik, AFI KLM E&M, ST Engineering), airline engineering departments, OEM service networks (Boeing GoldCare… | per work order / per task card per aircraft tail or per component serial… | partnerskap |
| quality & compliance testing | Part-145 quality departments, NDT labs, EASA/FAA audit and findings records, IATA IOSA/ISAGO audit reports, oil-analysis and borescope labs | per inspection/test per component; per audit per organisation with findings list | partnerskap |
| sensor/IoT | airlines and OEM health-monitoring programmes (ACARS/ACMS downloads, Airbus Skywise, GE/Safran EHM, Rolls-Royce Engine Health Management)… | per flight per engine/system, parameter snapshots and full-flight QAR data… | exklusiva |
| booking/utilization/occupancy | MRO providers' hangar and shop slot planning systems, engine shop TAT dashboards, lessors tracking check slots; partial views from brokers | per hangar bay / shop slot per day; TAT per shop visit | exklusiva |
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