Ngo-economy yehlabathi yehlabathi, i-efficiency ye-supply chain iye yakhelwe isisindo sokuphumula kwezohwebo. Yonke imizuzu lokuphumula e-logistics iveza izindleko ezikhulu zebhizinisi, ukunakekelwa kwamakhasimende kanye nezinzuzo zokusebenza. Njengoba ibhizinisi ye-e-commerce ibhizinisi ngokushesha futhi imibuzo yabasebhizinisi yokuthumela ngokushesha, izindawo zokuthengisa kanye nezikhwama zihlanganisa isisindo esizodwa yokusebenza zayo. Nokho, ngaphandle kokuphumula okusheshayo ku-automation kanye ne-technology emhlabeni wonke izikhwama, isikhwama esisodwa esisodwa esihlalweni lashukumisa ngempumelelo eminyakeni: The Hidden Bottleneck in American Logistics The Hidden Bottleneck ku-American Logistics Umkhakha we-logistics isebenza njenge-circulatory system ye-American Economy, ukuhambisa ama-billions-dollar-value of goods ngosuku emhlabeni wonke. Nokho, ngaphansi kwezi zokusebenza okuphakeme, ingxenyana inkinga okuqhubekayo etholakalayo emkhakheni iminyaka eminyakeni. Umkhakha we-logistics e-U.S. ushiye ama-$95 billion ngonyaka ngenxa ye-bottlenecks ne-processing procedures ezidlulile. Ngokuvamile, i-92% yabasebhizinisi ibhekwa kumakhasimende yokusebenza okuphakeme, ikakhulukazi ekubeni lokuphakeme lapho ama-trucks afinyelela izindawo zokuthutha. Lokhu ukuhambisa kwama-processes okuzenzakal Traditional Yard Check-In: A Manual Nightmare I-Traditional Yard Check-In: A Manual Nightmare Ngaphezu kwezinguqulo ezidlulile, inqubo yokubhalisa kwebhizinisi e-Yard e-U.S. ngokuvamile i-manual, enikeza izinzuzo eziningana zokuhamba. Abavakashi abaphuma kwebhizinisi kubhizinisi kubhizinisi kanye nokuvumela ukuhlolwa okuqhubekayo kwebhizinisi noma abasebenzi. Lolu hlobo lokufaka phakathi kwama-30 kuya ku-60 amaminithi ngamakhasimende ngamakhasimende ngamakhasimende ngamakhasimende, ngokuvamile ngokuvumelana nokuvuthwa kwebhizinisi. Ukusebenzisana kwebhizinisi ngamakhasimende ingathuthuka ngempumelelo angu-10 amaminithi ngamakhasimende ngamakhasimende ngamakhasimende ngamakhasimende ngamakhasimende amancane. Ukuvuthwa A Breakthrough Innovation Ukuhlinzeka kwe-Innovation Ngokusho ngezimo ezisebenzayo ezivela ku-logistics emhlabeni wonke, isixazululo eyakhelwe ukuthi iyahlukile ngokuvamile indlela zokuhambisana nezindawo zokuthutha ezivela ku-trucks. I-Nitin Agarwal yakhelwe i-PreCheck AI Yard Check-In Camera System, okuyinto yinkonzo enhle kakhulu ekuthuthukiseni ubuchwepheshe ye-supply chain kanye ne-logistics automation. Lezi zokusebenza zihlanganisa ukusetshenziswa kwe-AI-powered, i-camera-based yard management check-in framework ku-US logistics networks. I-system iyehlukile isixazululo se-manual ku-automation, isixazululo se-intelligent, futhi isixazululo se-national-impacting, ukulaw How the Technology Works Indlela Technology Ukusebenza I-Agarwal wasungula ukuthuthukiswa kwesisombululo esihlanganisa ukubukeka kwekhompyutha, ukubukeka kwama-character optical kanye ne-machine learning inference yokufaka izibalo ze-license plates, i-ID ye-trailer, kanye nama-driver data ngokushesha lokufika kwama-trucks. Ngokungafani nezisombululo ezidlulileyo ezisekelwe ku-RFID tags noma ama-manual barcode scans, le nkqubo ikhiqiza amamodeli eyenziwe ze-AI ukuhlola kanye nokuqinisekisa ulwazi ngokushesha, okuzenzakalelayo ngokuphelele inqubo eside ye-manual. I-Agarwal ihlanganisa isikhokelo esiyingeni sokucubungula se-Intelligent Intelligence ipayipi yokuxhumana ne- Compliance and Real-World Implementation Ukuhlobisa nokuthuthukiswa kwe-real-world I-PreCheck isixazululo yasungulwa nge-compliance-first approach for regulated industries. I-system inikeza i-validation of compliance at-gate, kuhlanganise i-chain-of-custody checks ye-pharmaceuticals ehlanganisiwe nezinqubo ze-DSCSA, futhi inikeza ama-records eziholile yama-one and what entered the premises. Lezi izici ezinzima ukuvumelela phakathi kwama-operators e-Fortune-scale futhi zitholakala ngokushesha ku-pilot amaphrogram. I-AI Camera PreCheck App, eyakhelwe ngu-Agarwal, inikeza inkqubo yokulinganisa yokulinganisa yokulinganisa yayo yokuqala e-North American beverage logistics. I-system eyenziwe futhi A Truly Original Innovation Ukuvuselelwa okuqala Kulesi isixazululo se-repackaged third-party tool. I-Agarwal yasungulwa, i-trained kanye ne-optimized ngokusebenzisa izimo ze-trailer kanye nezimo ze-yard, ezihlanganisa i-logic yokusebenza ezithile kanye ne-tolerance ezisekelwe emakheni yokusetshenziselwa. I-PreCheck AI Yard Check-In Camera System inikeza isakhiwo esikhulu se-business-related eyenza ukuthuthukiswa kwezinsizakalo ezikhulu kanye nokushintshwa kwezindleko emhlabeni wonke le-U.S. logistics ibhizinisi, ukulawula isisekelo esitsha se-yard management kanye ne-supply chain efficiency. Ngokuphathelene ne-cristic pain point eyenza eminyakeni, isakhiwo se-A Lesi sihloko lithunyelwe njenge-release ka-Sanya Kapoor ngaphansi kwe-HackerNoon's Business Blogging Program. Lesi sihloko lithunyelwe njenge-release ka-Sanya Kapoor ngaphansi kwe-HackerNoon's Business Blogging Program.
