Ubuchwepheshe buyilungisa ngokushesha imithwalo yemfanelo nokusebenza kwansuku zonke kwabaphathi bedolobha embulungeni yonke. Bekalokhu bevalelwe emibhalweni esekelwe ephepheni nasebuhlotsheni bezindaba, abaholi basemadolobheni manje basebenzisa isayensi eyinkimbinkimbi yamathuluzi emishini ukuze balawule izakhiwo, bahlanganise izisekelo, futhi baqhube izinqumo ezihlelekile. Lokhu kuguqulwa akukona nje ukwamukela i-software entsha; kumelela ukushintsha okuyisisekelo kokuthi umasipala usebenza kanjani ekubuseni kwenkinga yokusebenza, ukuhlanganisa ulwazi olune nekhono. Njengoba amadolobha ekhula kakhulu, umphathi wedolobha wanamuhla kumelwe abe yi-technology kanye nommeli womphakathi, ukuhlelwa kwezimiso zomuntu, ukuhlelwa kwezinto zomuntu siqu, kanye nejubane lokusetshenziswa.

Ukwanda Kwamadolobha Ahlakaniphile Nendima Eshintshashintshayo Yabaphathi Bemizi

Idolobha elihamba ngekhono lisuka entweni engokoqobo. Izinhloli ezifakwe ezibanini zomgwaqo, amakhamera, amamitha amanzi, kanye nezibi ezilahlwayo zikhipha imibhoshongo eqhubekayo yokwaziswa okunikeza ukubonakala kwangempela ezimisweni zasedolobheni. Amamanejala ezidolobheni manje anemibhoshongo ebonisa zonke izinto ezisuka emazingeni asemoyeni abonisa izinga lokupaka nokupaka. Lokhu kuqonda okungathiya kuwenza akwazi ukubona imiklamo yokupaka phambi kwehora lokugijima, ukuthumela amaqembu amaqembu athumela ibhomu eliwunyaka elikhazisweyo, futhi asebenzise kahle amandla anqamule izakhiwo zikamasipalamenti. I International City/Livery Guideving Association (ICMA) iphawula ukuthi cishe amaphesenti angu-70 ohulumeni bendawo yokuhambisa inkonzo ([FLD:0] [FSCM] [F1] [FF1]) inselkm] kodwa ingekho inselele kulezi izinhlelo zobuchwepheshe zobuchwepheshe zomphakathi zomphakathi ezisekuhlela wonke.

Kusukela kwimisebenzi yokuhamba ngendiza kuya ekutholeni u-Enteprise-Wadi

Amadolobha amaningi aqala ngemisebenzi yobuchwepheshe obuncane bokuqondisa izindiza − izibani ezimbalwa ezihlakaniphile zomgwaqo ezisephasejini noma i-synet yezinzwa epaki. Indima yomphathi wedolobha ukuhlola laba bashayeli bezindiza ngokusebenza okungalawuleki, izindleko, kanye nemiphumela elinganayo. Isihluthulelo siwukusekela izindinganiso ezihlangeneyo zokwakha amapulatifomu asebenza ngebhizinisi elibanzi aphula ama-silos phakathi kweminyango. Imishini ehlakaniphile efaka izingozi zokuthola i-atmos aphuthumayo.

Ukubuswa Nokulungiswa

Ukuvuselelwa kwenkathi yedolobha ehlakaniphile kudinga ukucabanga okusha. Izicelo ezivamile-zokufaka ama-propocations (RFPs) zithanda izivumelwano ezinkulu, ezisebenzisa i-monothic ezivimbela ukusungulwa kwezinto ezintsha. Amamenenja emadolobheni ayayamukela izindlela zokusebenzisa ngokushelela njengemincintiswano esekelwe ezindaweni ezisemqoka kanye nezikhungo zokuhlola. Lezi zindlela zimema izimboni ezincane neziqala ukuhlola amakhambi ezweni. I-Platformations enjenge- Smart Police Council [ inikeza amapulani ezakhiwo zomphakathi ezisemkhathi. Izikhulu futhi kumelwe zixoxe ngemininingwane ye-ikhudresethission, ukukhwaba okuvela emphakathini, nokuvela ngaphandle kwemidayisa emisebenzi eshumini leminyaka.

Ukwenza Isinqumo Semininingwane: Ngalé Kwezigxobo Ezishaqisayo

Imininingwane yezokuxhumana iye yasuka ekubeni i-alytics engcono ukuya entweni ephakathi. Amamenenja edolobha manje ayakwazi ukubikezela izindleko zomgwaqo, ukusetshenziswa kwamandla, ngisho nobugebengu. Kodwa ushintsho lwangempela lungokwesiko: izinqumo ezake zasekelwa ekuziboneleni noma ukucindezela kwezombangazwe manje zisekelwe ebufakazini. Ngokwesibonelo, ukusebenzisa imininingwane engokokugcina izenzakalo zakudala, idolobha lingahlela imigwaqo ngokukhetha imigwaqo ngesilinganiso sokuncipha okukhulu kakhulu kunokuba nje kuphendule izikhalo ezinkulu. Dolobha lase-Analytics Livement Model ichaza indlela amadolobha aguquka ngayo ekuchazeni (unyaka okwenzeke) (okungakho) ngokulandelana). Isikhulu seze samazwe esiphambili sedolobha kumelwe siqondise izikhankambiso seze izikhulu zeze isikhulu seze isikhulu seze isikhulu seze isikhulu seze isikhulu seze isikhulu seze.[Fluvetic Modeltion [Fod: 1]

Ukwakha Izakhiwo Zokwaziswa

Idolobha eline-data elinemisebenzi emikhulu engokwezisekelo zemisebenzi yamanani. Lokhu kuhlanganisa i-stade yemininingwane noma indawo yokugcina izinto ephakathi, imiboniso yokusebenza (API) yokwabelana nge-data ngokulondekile, kanye nezimiso zokulawula ezichaza izinga lokwaziswa, amalungelo okungena, kanye nezimiso zokugcinwa kwemisebenzi. Abaphathi bedolobha bavame ukumisa isikhulu sezokwaziswa (CDO) isikhundla sokuqondisa le misebenzi. Ngaphezu kwalokho, ukuvula amatheku emininingwane ye-data //lapho izakhamuzi zingathola khona ulwazi oluyindingalinganiswa khona. Ukukhanya okwakhiwa yi-data evuma ukuthenjwa kwemininingwane futhi kwenza ukuba abaqondisi bekwazi ukwakha imiboniso exazulula izinkinga zendawo. Nokho, abaphathi-mgalelo-mfonotho: ulwazi olusobala (I) kumelwe lusulwe noma lungadiwe. Ukukhomba amathuluzi afana ne-odwa okungavuse-odwa.

Isayensi Yokubikezela Nemithombo Yengcebo

Enye yezindlela ezinamandla kakhulu zokusebenza kokwaziswa i-alytics iwukulungisa ngokubikezela. Ngokwesibonelo, ngokuhlola ukwaziswa okuyinhloko okucindezelayo nokuqhekeka komlando, idolobha lingahlela ukulungisa ngaphambi kokuba inhlekelele ivele. Ngokufanayo, imishini ebikezelayo empilweni yomphakathi ingasiza ekubekeni imitholampilo yomkhuhlane ezindaweni ezisengozini enkulu yokuqubuka. Lokhu kusebenzisa izindleko zokulondoloza imali nokuthuthukisa ukuthembeka komsebenzi. Abaphathi bedolobha kumelwe basebenze ngokwaziswa kwangaphakathi noma izihlobo ezisebenza nabo ukuze bathuthukise izimpawu ezinembile nezikhululekile zokucwasana, ikakhulukazi uma i-algoringsss zithonya ukusekela kwezehlakazomthetho.

Ukuhlanganyela Komphakathi Okuthuthukisiwe Enkathini Yamanani

Ubuchwepheshe buye bandisa kakhulu ithuluzi lokuhlanganisa izakhamuzi. Abusekho obubodwa emihlanganweni yehholo yenyanga zonke ekhanga izakhamuzi eziningi eziculayo, amamenenja edolobha manje asebenzisa ama-apples, ukuhlolwa kwe-inthanethi ye-intanethi, i-website, imithombo yezokuxhumana, kanye cishe nezinto ezingokoqobo ukuze afinyelele izibukeli ezibanzi nezihlukene. Umgomo ukusuka kwenye indlela ukuya kwenye yezokuxhumana kusenzeka ngempela. Ngokwesibonelo, ukuhlelwa kwezindawo zokuhlela amapulatifomu kwenza izakhamuzi ukuba zivote ukuthi zingasebenzisa kanjani izingxenye ezithile zemali zedolobha, zithonye izinto eziza kuqala. La mathuluzi awemishini angandisa ukuhlanganyela kwenani elisha nalezo zinselele zokuhamba, okwenza ukuba zikwazi ukuphatha ngokuhlanganisa.

Ukunqoba Ukuhlukana Ngezinombolo

Nakuba ukubopha ngemishini kunganamandla, kungafihla izakhamuzi ezingenawo amakhono athembekile obuchwepheshe be-Internet. Amamenenja amadolobha kumelwe asebenzise indlela yokuhlola izinhlelo zephepha ezivamile, izindlela zocingo, kanye ne-person kiosk emaqeleni e-minutation. Imishini enemitapo, izikhungo zomphakathi, nezifunda ezingasiza ekuthuthukiseni igebe. Ngaphezu kwalokho, abaphathi-makheni kufanele baklame izimpawu ezifinyeleleka kubantu abakhubazekile nabanobuhlakani obulinganiselwe bamaNgilandi. [injini ye-pine] inikeza amathuluzi avulekileyo ezindawo zomphakathi, izikompomponizo zomphakathi, nezikompompondo zesikole, ezikwazi ukuthuthukisa ukufinyelela okungalawuleki. Indima yomphathi kufanele aqinisekise ukuthi zonke iziteshi zezobuchwepheshe, izikhala zesiNgisi, hhayi nje kuphela.

Amathina Adla Isikhathi Sangempela

Izinhlelo zezezokuxhumana nezokuxhumana zivumela abaphathi bedolobha ukuba baqaphele ukuzwelana komphakathi esikhathini esiseduze. Phakathi nezinhlekelele zemvelo, amapulatifomu anjenge-Seveter no-Twitter angasetshenziselwa ukuhlanganisa imizila yokuthutha nezindawo zokukhosela, kuyilapho futhi bebuthana ngemibiko engaphandle. Nokho, amamenenja kumelwe amise imithetho ecacile yokusabela ekuphenduleni kwezakhamuzi ngemininingwane `ukuvuma imibiko, ukunikeza ukushintshwa, nokuvala izimo lapho izindaba zixazululiwe. Lokhu kwakha ukuthemba nokukhuthaza ukuba kuqhubeke nokuhlanganyela. Izimiso zokuphendula eziziphendulela ngokunengqondo, uma zisetshenziswa ngokucubungela ukubheka phambili ezimweni eziyinkimbinkimbi.

Ukufeza Okusebenzayo Ngokuzisebenzela Nokusebenza

Imisebenzi yokuqondisa ye-Routine eyake yasetshenziswa amahora ezisebenzi zasedolobheni isetshenziswa kakhulu. Inqubo ye-robottoc yokulungisa i-openism (RPA) iphatha ukuvuselelwa kwezincwadi, ukukhokhwa kwelayisense, nokufakwa kokwaziswa. Ukuhlakanipha (I) kwengxoxo kuphendula kaningi ngemibuzo ngezinhlelo ze-tram, amahora engaphezulu, nentela yempahla. Abaphathi bedolobha bathumela izinhlelo ezihlakaniphile ukuze bakhiphe ukwaziswa okusezingenisweni zephepha nasemarekhodini angokohlelo. Impumelelo intengingiselwano emali inkulu: iNhlangano yezwe yeDoless ibika ukuthi i-octivel' yezenters yemisebenzi yokwakha imvume ngo-60%. Abaphathi-makhesha izinhlelo ezivuthiweyo zezimoto, ukuqinisekisa ukuthi izinhlelo ezisebenza eziphambili zezenzweni ezisebenza emphakathini noma zezenhlalo abantu.

Ukusebenza Ngokuhlakanipha Nokuphathwa Kwayo

Ngaphandle kokwenza imishini, izimiso ezihlangene zomsebenzi zivumela abaphathi bedolobha ukuba balandele intuthuko yomsebenzi, balawule uhlelo lokuhlela, futhi bahlole izikhombo eziyinhloko zokusebenza (KPIS) epulatifomu elilodwa. Ngokwesibonelo, u-crosshaard ingabonisa isimo samanje sayo yonke imisebenzi yokwakha umgwaqo, kuhlanganise nemali yokusebenzisa izindleko zokushisa, imiphumela yokuhlola, kanye nokukhononda kwezakhamuzi. Lokhu kubonakala ngokushesha kwenza ukuba iziyalezo zihambele phambili. Abaphathi bedolobha bangabeka izisulu zezikhathi zokuphendula (umz., ukulungisa i-creadboard ngezikhathi ezingama-727) futhi bagcine iminyango i-mesethi elinganiselayo izibalo zemisebenzi ye-otadiss. Izinhlelo zokuphatha izinhlelo ezilinganiselayo ezinemigomo yemisebenzi yezinsuku zosuku kuya kusiza ukuhlanganisa imigomo esemthethweni yasedolobheni njengendawo eqhubekayo.

Ukungavikeleki Nezindaba Zomuntu Siqu: Izinto Ezintsha Ezingalawuleki

Njengoba amadolobha ehlanganisa, aba izisulu ezikhangayo zokuhlasela kwe-inthanethi. Ukuhlasela kwezimiso zikamasipala kuphazamise izinkonzo e-Atlanta, eBaltimore, nasemadolobheni amaningi amancane. Amamenenja edolobha manje kumelwe anikeze isikhathi esiphawulekayo nemali esetshenziswayo ekusebenziseni i-inthaneti. Lokhu kuhlanganisa ukwamukela izinqubo zokwakha eziqinile, ukuqhuba izivivinyo ezivamile, ukuqeqesha bonke izisebenzi ngokuphaphana, nokuthuthukisa izinqubo zokusabela okungasungulwa ngemizuzu embalwa. Imithetho yemfihlo enjenge-GDPR eYurophu ne-Literation Comfocy Act (CPA) e-U.S. ibeka izimfuneko eziqinile zokuhlola ukuthi amadolobha aqoqa, agcina, afaka kanjani, ahlanganyela ulwazi lomuntu siqu. I-RCIPrisonton i-AR i-sort i-ss translatectives ad tract yanoma transfer, i-motempligicriverdium

Ukuvikela I - IoT Nezimiso Zefa

I-inthanethi ye-bitness (IoT) imishini yokulawula (i-i-iemoner, amakhamera, amamitha ahlakaniphile , ngokuvamile inezici ezilinganiselwe zokuphepha. Kumelwe zifakwe eminyangweni yokulawula egxekayo ukuze kuvinjelwe ukuqhekeka kokusakazeka. Ngokufanayo, amadolobha amaningi asebenzisa izimiso zefa elifa (umz., abalawuli bendlela yokuphatha amanzi, imishini yezimoto elawula izimoto) engaklanyelwanga ukuxhumanisa imishini yezobuchwepheshe. Ukukhuphula lezi zimiso zezokuxhumana kuyabiza kodwa kudingekile. Abaphathi bedolobha bangaphishekela ukuguqula isimo sesimanje, besebenzisa izicelo ezifana ne-Department of Homeland’s Securecurity and Infraustalial Security Agency Agency (CIS). Ukulungisa izinhlelo zokuxhumana nemishini ye-injini yokulungisa i-injini kuqinisekisa ukuthi izinkonzo ezibalulekile zingaqhubeka nokuhlasela.

Ukuguquka Kwezisebenzi: Ukuqeqesha, Isiko, Nokwethamela Imisebenzi

Ukutholwa kwezisebenzi ezizimisele futhi ezikwazi ukuvumelana nezimo. Abaphathi bedolobha kumelwe bafake izinhlelo eziqhubekayo zokufunda ezihlanganisa ukukwazi ukufunda ukwaziswa, ukukwazi ukuxhumana nabantu nge-inthanethi, namakhono okuxhumana ngemishini. Amadolobha amaningi akha amathuluzi amasha lapho izisebenzi zingazama khona amathuluzi amasha endaweni ephansi. Ngaphezu kwalokho, abaphathi kumelwe bakhulume ngetechnostresss − ukutubeka okubangelwa ukushintsha okuqhubekayo nokukhuluphala kolwazi. Ukuthuthukisa isiko eligubha ukuzama (nokubekezelela ukuhluleka) kubalulekile. Imikhuba yokuguqula izinto ngemishini idinga ukuguquka: ukutholakala ezinkampanini zobuchwepheshe, amanani ezokuziphilisa, futhi izinhlangano zomphakathi zingaveza umbono omusha. Izinhlangano zomphakathi namayunivesithi aseduze nezindawo zokucwaninga.

Ukwamukela Izindlela Zokusebenza Ezixutshwe Nezinzwa

Isifo se-COVOVAD-19 sabonisa ukuthi imisebenzi eminingi kamasipala ingayenziwa kude. Amamenenja amadolobha manje aqondisa amalungiselelo emisebenzi e-projects ahambisana nokubambisana. Amapulatifomu emihlangano efana neyokwakha, ukuphatha izakhiwo, nokungena ngokulondekile manje kusekelwe. Nokho, amamenenja kumelwe aqinisekise ukuthi umsebenzi owenye indawo akuwona umsebenzi owenziwe nge-indeaseareasetimerime. Ngokusho, abahloli basemasimini abakwazi ukusebenza ekhaya, futhi iminikelo yabo kumelwe yaziseke ngokufanayo. Ubuchwepheshe obuhleliwe (i-attp, i-panetrops) busiza izinga lokudlala. Inselele iwukugcina i-mdlalo yenhlangano ne-cosheion uma ibhekene-octive inciex incikel.

Ukulondolozwa Kwemvelo Nokuhlolwa Kwayo

Ubuchwepheshe buyi-amandla abalulekile ekusekeleni izinhloso zedolobha. Ama-grid ahlakaniphile anciphisa ukuhanjiswa kukagesi, anciphisa imfucumfucu nokuhlanganiswa kwemithombo evuselelwayo. Izimiso zokulawula amanzi zihlola ukuvuza nokuqondisa izindlela zokusetshenziswa kwemishini. Izinzwa zokusebenza zomoya zinikeza ukwaziswa okukhulu kwendawo ezungezile okungazisa izindleko zokuminyana noma ukuhlanganisa izakhiwo zezimboni. Amamenenja ezimboni asebenzisa izimiso zokulawula amandla ukuze anciphise ukuhlelwa kwezindawo zikamasipala. Ngokwesibonelo, idolobha lingasebenzisa izibani ezibazi kahle lapho imigwaqo ingena, zigcine izindleko ezingamashumi amane% emalini. Le mizamo ayinciphini nje kuphela kodwa futhi isiza amadolobha ukuba ahlangabezane nezisulu zesimo sezulu. Izikhulu kumelwe ziqinisekise ukuthi ukulondolozwa kwendawo futhi zisetshenziswe ekukhiyeni izihlahla ezikhona. Njengezingeni ezikhona ezindaweni ezishisayo.

Ukuthutha Okusekelayo Kuya Ekwelapheni

Abaphathi bedolobha bangathenga amandla okuzinzisa. Lokhu kusho ukuthi kuhlanganiswa nezimiso zendawo ezungezile eRFPs (umz., idinga izimoto ezihamba phansi ukuze kwenziwe isivumelwano semikhumbi yempi noma kusetshenziswe izinto eziphinde zakhiwe ngomgwaqo). Izindleko zokuhlola ibhayisekili lokuhlala, kunokuba zikhuphuke inani eliphambili, ziqinisekisa ukuthi amadolobha athathe i-Chwell Cleanfing ace ukusondela kwe-carbon print yemikhiqizo yawo. La masuntsla adinga abaphathi bawo ukuba baqeqeshe amaqembu abo ngesilinganiso sokulinganisa i-metrice nokwakha ubuhlobo nabathelisi abasekela izindinganiso ezingoko.

Ukuhlola Izenzakalo Zamadolobha Okuholela Ekushintsheni

Ukuhlola ukufezwa kwangempela kwezwe kusiza ukuveza amandla obuchwepheshe aguqulayo. Ikhono lokusungula ledolobha laseBarcelona lokuhlanganisa izinzwa ezihlanganisa izibani, udoti, nokupaka imoto, ilondoloza izigidi ezingu-050 ze-CR20 ngonyaka kuyilapho ithuthukisa izinkonzo. Umphathi wedolobha wafeza indima eyinhloko ekuqondiseni imephu yobuchwepheshe necebo ledolobha nokuqinisekisa ukuthi umphathi wesigqebhezana uthenga i-intelligence. Ezibonelweni zedolobha, impumelelo yomphakathi nohlelo lwe-kioscled blasss, uWi-Fi, nomphakathi owe-transki. Isinyathelo sahotela ihhovisi ledolobha sahlanganisa izibophonom ezibopholo ezinkulu zokuxoxa ngezindaba zomuntu siqu. Lezi zibonelo zibonisa ukuthi impumelelo ixhomeke kubuchwepheshe nakodwa, ukubusa, nokubambisana komphakathi.

Umbono Wekusasa: Yini Elandelayo Ngabaphathi Bedolobha?

Ukubheka phambili, ijubane loshintsho lwezobuchwepheshe lizoshesha. Intuthuko ekushicilelweni kwezakhi zofuzo i-AI ingabika ukubhala, ukuhlaziywa kwezimiso, ngisho nomthetho wezemisebenzi yokuqala. Amawele alinganiswayo − zenza izimpawu zamadolobha angokoqobo(azovumela abaphathi ukuba bafanise intuthuko entsha, izinhlelo zezimoto, noma izenzakalo zesimo sezulu ngaphambi kokuba benze ukutshala imali yangempela. I-backchain ingangena emasimini kanye nokuthutha kwempahla, ukunciphisa ukukhohlisa nokuthengiselana. Nokho, ngesidingo ngasinye semisebenzi yezeluleko olungokwesiko nesekwethenjwa umphakathi. Abaphathi bedolobha bayokwenza imishini yokulawula imicimbi, basebenze ndawonye njengemishini yobuchwepheshe, abasekeli benhlangano yabo. Amakhono ayisisekelo angahlala ekhonweni: uzwela, uzwela, nokuzinikela kwemisebenzi yomphakathi.

Ngamafuphi, indima yemenenja yedolobha ichazwa kabusha ngobuchwepheshe, kodwa umgomo oyinhloko awuguquguquki: ukuthuthukisa izinga lokuphila kwabo bonke abantu. Ngokumukela ukwaziswa, ukwenza imisebenzi yezemishini, nokuvikela amathuba ezindaba, abaphathi bedolobha bangakha indawo ezinziwayo, ezisabelayo, futhi ezilinganayo zasedolobheni. Indlela idinga ukufunda okuqhubekayo, ukuhola okugcwele, nokuzimisela ukubekela inselele izinqubo eziphelelwe isikhathi. Labo abakwaziyo lolushintsho abazukusinda nje kuphela kodwa baphumelele emadolobheni ahlakaniphile akusasa.