{"id":"6b6baaae-bc8f-441b-8ce8-3ac5fe7cbd64","modelId":"7ba0eda0-6ad0-4633-b81e-b4a7dd41137d","versionId":null,"locationId":"9c57f6c9-4edc-45af-a1f1-aa8671e3bcee","operatorId":"91f922e1-53a8-46cc-9e87-d2301e684d1e","ownerId":null,"slug":"apptronik-apollo-mercedes-berlin-digital-factory","status":"operational","firstSeen":"2026-03-01T00:00:00.000Z","statusChangeReason":null,"contractType":null,"pilotOutcome":null,"endedAt":null,"unitsOnSite":null,"tasksPerformed":null,"shiftStructure":null,"hoursPerDay":null,"siteType":null,"operatorConfirmed":null,"humanSupervisionOnsite":null,"sourceQualityTier":null,"manufacturerSerial":null,"reviewStatus":"reviewed","sources":[{"url":"https://www.iiot-world.com/artificial-intelligence-ml/robotics/physical-ai-deployment-roi-humanoid-robots/","label":"IIoT World — Mercedes piloting Apollo at Berlin (intralogistics, quality checks)","title":"IIoT World — Mercedes piloting Apollo at Berlin (intralogistics, quality checks)","mediaType":"article","sourceName":"IIoT World","publishedAt":"2026-04-13"},{"url":"https://mikekalil.com/blog/mercedes-benz-apptronik-investment/","label":"Mike Kalil — Mercedes invests in Apptronik, expands Apollo use","title":"Mike Kalil — Mercedes invests in Apptronik, expands Apollo use","mediaType":"article","sourceName":"Mike Kalil","publishedAt":"2026-02-24"},{"url":"https://www.prnewswire.com/news-releases/apptronik-and-mercedes-benz-enter-commercial-agreement-that-will-pilot-apptroniks-apollo-humanoid-robot-in-mercedes-benz-manufacturing-facilities-302089972.html","title":"Apptronik + Mercedes-Benz commercial pilot agreement for Apollo (Mar 2024; tasks named, no plant)","mediaType":"article","sourceName":"Apptronik (PR Newswire)"},{"url":"https://www.investing.com/news/stock-market-news/mercedesbenz-takes-stake-in-robotics-maker-apptronik-tests-robots-in-factories-3934556","title":"Mercedes-Benz takes stake in Apptronik; tests Apollo at Berlin-Marienfelde + Kecskemet (teleop)","mediaType":"article","sourceName":"Reuters (via Investing.com)"},{"url":"https://money.usnews.com/investing/news/articles/2025-03-18/mercedes-benz-takes-stake-in-robotics-maker-apptronik-tests-robots-in-factories","title":"Mercedes-Benz takes stake in Apptronik (Reuters; facility disclosure)","mediaType":"article","sourceName":"Reuters (via US News)"},{"url":"https://group.mercedes-benz.com/company/production/procuction-network/mbdfc-humanoid-robots.html","title":"Apollo at the Mercedes-Benz Digital Factory Campus Berlin-Marienfelde (official)","mediaType":"article","sourceName":"Mercedes-Benz Group (official)"},{"url":"https://www.therobotreport.com/mercedes-benz-testing-apollo-humanoid/","title":"Mercedes-Benz testing Apptronik Apollo humanoid","mediaType":"article","sourceName":"The Robot Report"},{"url":"https://www.manufacturingdive.com/news/mercedes-benz-apptronik-humanoid-robots-apollo-manufacturing/710958/","title":"Mercedes-Benz to pilot humanoid robots in its manufacturing facilities","mediaType":"article","sourceName":"Manufacturing Dive"}],"notes":"Mercedes-Benz is piloting Apptronik's Apollo humanoid robot at its Digital Factory Campus in Berlin, where the robot is being used for intralogistics and quality checks. Mercedes-Benz has also taken a stake in Apptronik as part of the expanded commercial agreement.","keyFacts":[{"label":"Fleet","value":"Apollo humanoid robot"},{"label":"Operator","value":"Mercedes-Benz Group AG"},{"label":"Coverage","value":"Mercedes-Benz Digital Factory Campus, Berlin"},{"label":"Use Case","value":"Intralogistics and quality checks"},{"label":"Partner","value":"Apptronik"},{"label":"Status","value":"Piloting"}],"reviewNote":null,"exposureHours":null,"deploymentMilesEstimate":null,"exposureBasis":null,"customerSegment":"manufacturing","scaleTier":"undisclosed","contractValueUsd":null,"contractValueBasis":null,"customerCompanyId":"91f922e1-53a8-46cc-9e87-d2301e684d1e","customerExternalName":null,"createdAt":"2026-05-25T20:34:03.412Z","updatedAt":"2026-06-28T19:18:39.969Z","model":{"id":"7ba0eda0-6ad0-4633-b81e-b4a7dd41137d","companyId":"e7a41cec-45f0-4061-8042-270161a5c06f","modelName":"Apollo","slug":"apptronik-apollo","description":"Apptronik's bipedal general-purpose humanoid, unveiled August 2023, standing 1.73 m (5 ft 8 in) and weighing 72.6 kg with a 25 kg payload capacity and 4-hour hot-swappable battery. Commercial pilots launched in 2024 with Mercedes-Benz (assembly kit delivery and component inspection at German production facilities), GXO Logistics (trailer unloading and lineside delivery), and Jabil (inspection, sorting, and kitting; Jabil also manufactures Apollo units). Apollo was superseded by Apollo 2 in June 2026, which introduced bipedal and wheeled configurations and a 90,000 sq ft Robot Park data-collection facility in Austin, Texas.","formFactor":"humanoid","maturityStage":"commercial","lifecycleState":"superseded","supersededByModelId":"cab2795c-37e2-4c10-adc2-0c6acdcba18b","specs":{"height_m":1.73,"weight_kg":72.6,"drive_type":"bipedal","payload_kg":25,"unveil_date":"August 23, 2023","battery_type":"hot-swappable","battery_hours":4,"commercial_pilots":"Mercedes-Benz, GXO Logistics, Jabil"},"manufacturerSerial":null,"reviewStatus":"reviewed","sources":[{"url":"https://apptronik.com/apollo","label":"Apptronik — Apollo","title":"Apptronik — Apollo","mediaType":"article","sourceName":"Apptronik","publishedAt":"2026-01-01"},{"url":"https://en.wikipedia.org/wiki/Apptronik","label":"Apptronik (Apollo) — Wikipedia","title":"Apptronik (Apollo) — Wikipedia","mediaType":"article","sourceName":"Wikipedia","publishedAt":"2026-01-01"},{"url":"https://www.prnewswire.com/news-releases/apptronik-unveils-apollo-a-humanoid-robot-to-redefine-the-future-of-work-301907453.html","title":"Apptronik unveils Apollo (reveal; 5'8\", 160 lb, 55 lb lift, swappable batteries)","mediaType":"article","sourceName":"Apptronik (PR Newswire)"},{"url":"https://www.prnewswire.com/news-releases/apptronik-and-mercedes-benz-enter-commercial-agreement-that-will-pilot-apptroniks-apollo-humanoid-robot-in-mercedes-benz-manufacturing-facilities-302089972.html","title":"Apptronik and Mercedes-Benz enter commercial pilot agreement for Apollo","mediaType":"article","sourceName":"Apptronik (PR Newswire)"},{"url":"https://spectrum.ieee.org/humanoid-robot","title":"Apptronik introduces Apollo humanoid robot (technical deep-dive; modular actuators)","mediaType":"article","sourceName":"IEEE Spectrum"},{"url":"https://www.therobotreport.com/gxo-logistics-apptronik-test-apollo-humanoid-robot-warehouse/","title":"Apollo in tests by Apptronik and GXO (explicitly R&D proof-of-concept, not commercial)","mediaType":"article","sourceName":"The Robot Report"},{"url":"https://www.therobotreport.com/apptronik-partners-google-deepmind-advance-humanoid-robots-ai/","title":"Apptronik partners with Google DeepMind (Gemini Robotics models)","mediaType":"article","sourceName":"The Robot Report"},{"url":"https://www.cnbc.com/2026/02/11/apptronik-raises-520-million-at-5-billion-valuation-for-apollo-robot.html","title":"Apptronik raises $520M at $5B valuation for Apollo","mediaType":"article","sourceName":"CNBC"},{"url":"https://news.crunchbase.com/venture/ai-humanoid-robot-funding-apptronik/","title":"Apptronik raises $520M Series A extension (corroborates funding)","mediaType":"article","sourceName":"Crunchbase News"},{"url":"https://www.therobotreport.com/apptronik-brings-in-another-520m-to-ramp-up-apollo-production/","title":"Apptronik raises another $520M (Series A extension) to ramp Apollo production (Feb 2026)","sourceName":"The Robot Report"},{"url":"https://media.mbusa.com/releases/release-cf381cd2fcff624ae37d3911631103dc-mercedes-benz-accelerates-the-transformation-of-its-production-network-by-integrating-ai-and-humanoid-robots-at-its-digital-factory-campus-in-berlin","title":"Mercedes-Benz integrates AI + humanoid robots at its Berlin Digital Factory (Apollo intralogistics pilot; partner-side)","sourceName":"Mercedes-Benz (official)"},{"url":"https://investors.gxo.com/news-releases/news-release-details/gxo-advances-humanoid-strategy-announces-multi-phase-rd","label":"GXO Advances Humanoid Strategy, Announces Multi-Phase R&D","title":"GXO Advances Humanoid Strategy, Announces Multi-Phase R&D","mediaType":"article","sourceName":"GXO Logistics (investor relations)","publishedAt":"2024-06-20"},{"url":"https://investors.jabil.com/news/news-details/2025/Apptronik-and-Jabil-Collaborate-to-Scale-Production-of-Apollo-Humanoid-Robots-and-Deploy-in-Manufacturing-Operations/default.aspx","label":"Apptronik and Jabil Collaborate to Scale Production of Apollo Humanoid Robots and Deploy in Manufacturing Operations","title":"Apptronik and Jabil Collaborate to Scale Production of Apollo Humanoid Robots and Deploy in Manufacturing Operations","mediaType":"article","sourceName":"Jabil (investor relations)","publishedAt":"2025-02-25"}],"aliases":["Apptronik Apollo"],"collisionRisk":"high","reviewNote":null,"manufacturerTermForTeleop":null,"keyFacts":[{"label":"Form factor","value":"humanoid"},{"label":"Drive type","value":"bipedal"},{"label":"Payload","value":"25 kg"},{"label":"Battery life","value":"4 hours"},{"label":"Application","value":"industrial manufacturing"}],"createdAt":"2026-05-25T17:24:20.570Z","updatedAt":"2026-07-09T06:11:26.511Z","unitsInFieldClaimed":null,"unitsInFieldVerified":null,"unitsManufacturedClaimed":null,"unitsManufacturedVerified":null,"unitsAsOf":"2026-07-08T00:00:00.000Z","unitsSource":[{"url":"https://www.forbes.com/sites/johnkoetsier/2026/06/30/apptronik-announces-robot-park-a-90000-square-foot-humanoid-data-factory-teases-new-robot/","label":"Apollo 2 currently deployed at Mercedes-Benz, GXO, Google DeepMind for data collection"},{"url":"https://www.forbes.com/sites/amyfeldman/2024/08/09/this-humanoid-robot-could-build-your-next-mercedes-apptronik/","label":"goal is to build a robot for less than the price of a car"}],"salesModel":"raas_lease","priceUndisclosedSince":null,"autonomyClass":"supervised","autonomyStatement":"Apollo humanoid robots by Apptronik bring intelligent, mobile automation to manufacturing, warehouses, and retail. Scalable AI-powered robotics.","autonomyStatementSource":{"url":"https://apptronik.com/","date":"2026"},"demoForensics":{"notes":"Apollo is deployed at Mercedes-Benz Digital Factory Campus in Berlin-Marienfelde — a real factory environment (live_site). Mercedes is \"investing millions in Apptronik\" and integrating Apollo into production. The deployment is real and verified by multiple sources. However, the demo video showing Apollo operating alongside workers is likely staged/curated for the camera — the actual autonomy level in daily operations is unclear. Manus Meta confirms Apollo uses PSYONIC Ability Hand for dexterous tasks. The gap: real factory deployment exists (better than many competitors), but the extent of autonomous vs supervised operation within the factory is not independently verified. Mercedes press materials describe \"testing\" and \"pilot,\" not full autonomous deployment.","videoUrl":"https://www.youtube.com/watch?v=u_XXzkS3QyM","singleTake":"unclear","environment":"live_site","speedAltered":"unclear","autonomyClaimed":"yes","autonomyCorroborated":"partial"},"exportControlClass":null,"minCommitment":null,"warrantyTerms":null,"serviceModel":null,"productionRateClaimed":null,"productionRateEvidenced":null,"teleopRatioDisclosed":null,"interventionRateDisclosed":null,"company":{"id":"e7a41cec-45f0-4061-8042-270161a5c06f","name":"Apptronik","slug":"apptronik","description":"Austin-based humanoid-robotics company, founded 2016 as a spinout of the Human Centered Robotics Lab at the University of Texas at Austin. Its humanoid [Apollo](/models/apptronik-apollo) (1.7m, 73kg, replaceable battery, modular design) is built for repetitive, physically demanding tasks in logistics, manufacturing, and retail, and is notable for the breadth of its enterprise engagements.\n\nDeployments/partnerships: Apollo has simultaneous engagements with Mercedes-Benz (automotive), [GXO](/companies/gxo) (logistics), and Jabil (electronics manufacturing, which is also a contract-manufacturing partner), plus [Google DeepMind](/companies/google-deepmind) (AI) and [NVIDIA](/companies/nvidia) (compute): broader multi-industry validation than most single-platform competitors.\n\nFinancials: In February 2026 Apptronik closed a $520 million Series A extension, bringing its total Series A to over $935 million and total funding to roughly $1 billion, at a ~$5.5 billion valuation. Key investors include Google, Hyundai, Schaeffler, B Capital, and others.","status":"private","founded":2016,"hq":"Austin, Texas, USA","fundingTotal":"2455000000","type":"both","reviewStatus":"reviewed","sources":[{"url":"https://apptronik.com/","label":"Apptronik — company website","title":"Apptronik — company website","mediaType":"article","sourceName":"Apptronik","publishedAt":"2026-01-01"},{"url":"https://en.wikipedia.org/wiki/Apptronik","label":"Apptronik — Wikipedia","title":"Apptronik — Wikipedia","mediaType":"article","sourceName":"Wikipedia","publishedAt":"2026-01-01"},{"url":"https://www.globenewswire.com/news-release/2026/02/11/3236352/0/en/Apptronik-Closes-Over-935-Million-Series-A-with-New-520-Million-Extension-Round.html","title":"Apptronik (official PR) - closes over $935M Series A with new $520M Series A-X extension at ~3x the prior Series A valuation (Feb 11, 2026); investors incl. B Capital, Google, Mercedes-Benz, PEAK6, AT&T Ventures, John Deere, Qatar Investment Authority","sourceName":"Apptronik (GlobeNewswire)"},{"url":"https://www.cnbc.com/2026/02/11/apptronik-raises-520-million-at-5-billion-valuation-for-apollo-robot.html","title":"Apptronik raises $520M at ~$5B valuation to scale the Apollo humanoid (Feb 11, 2026)","sourceName":"CNBC"},{"url":"https://www.globenewswire.com/news-release/2025/02/13/3025687/0/en/Apptronik-Raises-350-Million-to-Scale-Production-of-AI-Powered-Humanoid-Robots-and-Meet-Significant-Customer-Demand.html","title":"Apptronik raises $350M Series A to scale Apollo humanoid production (Feb 13, 2025)","sourceName":"Apptronik (GlobeNewswire)"},{"url":"https://www.prnewswire.com/news-releases/apptronik-and-mercedes-benz-enter-commercial-agreement-that-will-pilot-apptroniks-apollo-humanoid-robot-in-mercedes-benz-manufacturing-facilities-302089972.html","title":"Apptronik and Mercedes-Benz enter commercial agreement to pilot Apollo in MB manufacturing (Mar 15, 2024)","sourceName":"Apptronik (PR Newswire)"},{"url":"https://techcrunch.com/2025/02/25/apptroniks-humanoid-robots-take-the-first-steps-toward-building-themselves/","title":"Apptronik humanoids take first steps toward building themselves (Feb 25, 2025)","sourceName":"TechCrunch"},{"url":"https://techcrunch.com/2024/03/15/mercedes-begins-piloting-apptronik-humanoid-robots/","title":"Mercedes begins piloting Apptronik humanoid robots (Mar 15, 2024)","sourceName":"TechCrunch"},{"url":"https://www.therobotreport.com/apptronik-partners-google-deepmind-advance-humanoid-robots-ai/","title":"Apptronik partners with Google DeepMind to advance humanoid robot AI (Dec 2024)","sourceName":"The Robot Report"},{"url":"https://www.automationworld.com/factory/robotics/news/55250885/apptronik-and-google-deepmind-robotics-partner-on-humanoid-robots","title":"Apptronik and Google DeepMind Robotics partner on humanoid robots (Dec 2024)","sourceName":"Automation World"},{"url":"https://www.ien.com/product-development/article/22933262/apptronik-raises-350-million-to-scale-humanoid-robot-production","title":"Apptronik raises $350M to scale humanoid robot production (Feb 2025)","sourceName":"Industrial Equipment News"},{"url":"https://www.manufacturingdive.com/news/mercedes-benz-apptronik-humanoid-robots-apollo-manufacturing/710958/","title":"Mercedes-Benz to pilot Apptronik Apollo humanoid robots in manufacturing (Mar 2024)","sourceName":"Manufacturing Dive"}],"keyFacts":[{"label":"Valuation","value":"~$5.3B (post-money, Feb 2026; ~3x prior Series A per Apptronik)"},{"label":"Funding raised","value":"~$1B total ($935M+ Series A incl. $520M Feb-2026 extension)"},{"label":"Robot","value":"Apollo, 1.7m, 73kg, modular, replaceable battery"},{"label":"Enterprise partners","value":"Mercedes-Benz, GXO, Jabil, Google DeepMind, NVIDIA"},{"label":"Founded","value":"2016 (UT Austin spinout)"},{"label":"Backers","value":"Google, Mercedes-Benz, B Capital, PEAK6 (Feb-2026 round); Hyundai, Schaeffler (earlier rounds)"},{"label":"wikidata","value":"https://www.wikidata.org/wiki/Q61934408"},{"label":"Robot Park","value":"90,000 sq ft data factory in Austin, TX (announced June 2026)"},{"label":"Apollo 3","value":"next-gen humanoid, bipedal + wheeled configs, expected 2027"},{"label":"Apollo 2 deployments","value":"Mercedes-Benz, GXO, Google DeepMind"}],"aliases":["Apptronik Inc"],"collisionRisk":"low","reviewNote":null,"atsProvider":"greenhouse","atsSlug":"apptronik","factoryLocations":null,"manufacturingCapacity":null,"orgType":null,"burnSignal":null,"litigationEvents":null,"insurancePostureDisclosed":null,"unitEconomicsDisclosed":null,"createdAt":"2026-05-25T17:24:18.123Z","updatedAt":"2026-07-08T03:03:19.160Z"}},"version":null,"location":{"id":"9c57f6c9-4edc-45af-a1f1-aa8671e3bcee","name":"Mercedes-Benz Digital Factory Campus (Berlin)","slug":"mercedes-berlin-digital-factory","kind":"site","parentLocationId":"451cef43-6cd8-46ab-9f11-5a642e9fb253","region":null,"lat":52.5341,"lng":13.3987,"reviewStatus":"reviewed","aliases":["Mercedes Berlin","Mercedes-Benz Digital Factory Campus Berlin"],"collisionRisk":"low","reviewNote":null,"createdAt":"2026-05-25T20:34:02.480Z","updatedAt":"2026-07-10T01:03:11.834Z"},"operator":{"id":"91f922e1-53a8-46cc-9e87-d2301e684d1e","name":"Mercedes-Benz Group AG","slug":"mercedes-benz-group","description":"Mercedes Benz Group, German luxury automaker deploying Figure 03 humanoid robots in production and developing autonomous driving technology.","status":"Frankfurt: MBG (OTC: MBGAF)","founded":1926,"hq":"Stuttgart, Germany","fundingTotal":null,"type":null,"reviewStatus":"reviewed","sources":[{"url":"https://www.prnewswire.com/news-releases/apptronik-and-mercedes-benz-enter-commercial-agreement-that-will-pilot-apptroniks-apollo-humanoid-robot-in-mercedes-benz-manufacturing-facilities-302089972.html","label":"Apptronik and Mercedes-Benz enter commercial agreement to pilot the Apollo humanoid robot in Mercedes-Benz manufacturing facilities (quotes Jörg Burzer, Member of the Board of Management, Mercedes-Benz Group AG)","title":"Apptronik and Mercedes-Benz enter commercial agreement to pilot the Apollo humanoid robot in Mercedes-Benz manufacturing facilities (quotes Jörg Burzer, Member of the Board of Management, Mercedes-Benz Group AG)","mediaType":"article","sourceName":"Apptronik (PR Newswire)"},{"url":"https://group.mercedes-benz.com/company/production/procuction-network/mbdfc-humanoid-robots.html","label":"Mercedes-Benz Digital Factory Campus (MBDFC), Berlin — humanoid robots (Apollo)","title":"Mercedes-Benz Digital Factory Campus (MBDFC), Berlin — humanoid robots (Apollo)","mediaType":"article","sourceName":"Mercedes-Benz Group (official site)"},{"url":"https://www.therobotreport.com/mercedes-benz-testing-apollo-humanoid/","label":"Mercedes-Benz testing Apollo humanoid","title":"Mercedes-Benz testing Apollo humanoid","mediaType":"article","sourceName":"The Robot Report"},{"url":"https://www.manufacturingdive.com/news/mercedes-benz-apptronik-humanoid-robots-apollo-manufacturing/710958/","title":"Mercedes-Benz to pilot Apptronik Apollo humanoid robots in manufacturing (Mar 2024)","sourceName":"Manufacturing Dive"},{"url":"https://www.wardsauto.com/news/mercedes-uses-ai-and-humanoid-robotics-in-production-overhaul/799085/","title":"Mercedes uses AI and humanoid robotics in production overhaul (2024-2025)","sourceName":"WardsAuto"},{"url":"https://www.wardsauto.com/news/archive-auto-mercedes-benz-apptronik-humanoid-robots-apollo-manufacturing/710570/","title":"Mercedes-Benz to pilot humanoid robots in its manufacturing facilities (Mar 2024)","sourceName":"WardsAuto"}],"keyFacts":[{"label":"Founded","value":"1926 (Daimler-Benz lineage; renamed Mercedes-Benz Group AG, Feb 2022)"},{"label":"HQ","value":"Stuttgart, Germany"},{"label":"Robotics role","value":"Strategic investor in Apptronik; pilots the Apollo humanoid at its Berlin Digital Factory Campus (and Hungary)"}],"aliases":["Mercedes-Benz","Mercedes-Benz Group","Mercedes-Benz Group AG"],"collisionRisk":"low","reviewNote":null,"atsProvider":null,"atsSlug":null,"factoryLocations":null,"manufacturingCapacity":null,"orgType":null,"burnSignal":null,"litigationEvents":null,"insurancePostureDisclosed":null,"unitEconomicsDisclosed":null,"createdAt":"2026-05-29T15:06:49.724Z","updatedAt":"2026-07-07T21:20:06.652Z"},"owner":null,"derived":{"trustTier":"machine","currentPosture":null},"jsonLd":{"@context":"https://schema.org","@type":"Event","@id":"https://registry.deploy.report/deployments/apptronik-apollo-mercedes-berlin-digital-factory","url":"https://registry.deploy.report/deployments/apptronik-apollo-mercedes-berlin-digital-factory","name":"Apollo at Mercedes-Benz Digital Factory Campus (Berlin)","identifier":"6b6baaae-bc8f-441b-8ce8-3ac5fe7cbd64","startDate":"2026-03-01T00:00:00.000Z","location":{"@type":"Place","@id":"https://registry.deploy.report/locations/mercedes-berlin-digital-factory","name":"Mercedes-Benz Digital Factory Campus (Berlin)"},"organizer":{"@type":"Organization","@id":"https://registry.deploy.report/companies/mercedes-benz-group","name":"Mercedes-Benz Group AG"},"about":{"@type":"Product","@id":"https://registry.deploy.report/models/apptronik-apollo","name":"Apollo"},"publisher":{"@id":"https://deploy.report/#organization"}},"framework_metadata":{"framework_schema_version":"0.1.0","verification_status":"verified","maturity_stage":"commercial","lifecycle_state":"superseded","architectural_position":{"cohort":"humanoid","sub_cohorts":[]},"within_cohort_verified_vs_claimed_pair":null,"cap_flags":[],"verification_depth":{"sources_count":8,"primary_source_types":["primary-company-ir","secondary-trade-publication"]}}}