Ka tono te kaihoko ki tētahi kaiawhina matihiko kia kimihia he waea pūkoro i roto i tētahi tahua motuhake, kia whakatairite i ngā arotake, kia tirohia ngā wā tuku, kia tīpakohia hoki te tuku pai rawa atu. Engari i te toro atu ki ngā toa, te mātaki i ngā pānuitanga, me te whakatuwhera i ngā whārangi maha, ka whiwhi rātou i ētahi kōwhiringa, ka whakamanahia rānei te taputapu tonu kia oti te hoko. Kei te tīmata tēnei haerenga, kei te whanake tonu, ki te whakarerekē i te huarahi e kitea ai, e whiriwhiria ai hoki ngā hua.
Ki tā Robson V. Leite, te kaiārahi tari me te kaitātari rautaki matihiko, ehara te pānga i te waihanga i tētahi hongere hokohoko hou. Ka haere tonu ngā waitohu ki te kōrero ki te tangata, engari me whakaatu e rātou ngā mōhiohio ka taea te kimi, te mārama, me te aromatawai mā roto i ngā pūnaha matauranga horihori.
pūrongo Agentic Commerce 2026, i hangaia e te kamupene utu ā-ao a Checkout.com, ka āwhina i te ine i tēnei nekehanga mā te tātari i te tono a ngā kaihoko me te whakarite pakihi i roto i ngā whenua e ono. E ai ki te rangahau, e 42% o ngā kaihokohoko i kōrerohia kei te whakamātautau kē i te mea e kiia nei ko te agentic commerce, he tauira e taea ai e ngā pūnaha AI te rapu, te taunaki, me te whakahaere i ngā mahi i roto i te hoko.
Ka kitea anō hoki ngā pānga i roto i ngā hokohoko i roto i ngā toa ipurangi. E whakaatu ana ngā raraunga mai i Adobe Digital Insights, he wāhanga Adobe e aroturuki ana i ngā tauwhitinga me ngā whanonga mamati, i piki ake ngā haerenga hokohoko mai i ngā taputapu AI mā te 393% i roto i te tau kotahi. I te marama o Poutū-te-rangi 2026, i whakaatuhia e ēnei manuhiri he reiti tahuritanga 42% teitei ake i ērā mai i ētahi atu puna.
Kei te huri te kēmu i te pikinga ake o ngā kaihoko matihiko. Mō ngā tekau tau, he nui ngā pānuitanga ipurangi e aro ana ki te hopu i te pāwhiri a te kaihoko. Ina tātarihia e te AI ngā kōwhiringa i mua i te kitenga o te kaihoko i ngā hua, ka tīmata te utu, te wātea, te wā tuku, ngā arotake, te pūtāhui, me te kaupapa here whakahoki ki te awe i ngā waitohu e eke ana ki te rārangi whakamutunga. Ka taea e te rārangi pukapuka kāore i oti te hanga he tuku e kore e kitea e te pūnaha.
"Ka tīmata te whakatau mā roto i ngā tātari e rua. Ko te tuatahi ko te hiahia o te tangata, e tautuhi ana i tā rātou e hiahia ana me ngā tikanga e whakaaetia ana e rātou. Ko te tuarua ko te whakamaoritanga o te matauranga horihori, e whiriwhiri ana i ngā kōwhiringa e whakaarohia ana he tino tika. Me whai pānga te waitohu ki te kaihoko, me te mārama hoki ki te hangarau," te whakamārama a Robson.
Ehara tēnei i te kī ka ngaro te uara o ngā kaupapa whakatairanga kare ā-roto, te tūnga, me te hanga ingoa pai. Ka whakapuaki tonu ngā kaihoko i ō rātou hiahia, ka mōhio ki ngā kamupene, ka whakatakoto rohe, ka whakatau hoki i te nui o tō rātou whakawhirinaki ki ngā taunakitanga ka riro mai i a rātou. Tērā pea ka whakaurua he waitohu rongonui ki roto i te tono i tukuna ki te kaiawhina, engari ko ngā arotake kino, ko ngā kōrero whakahē rānei, ka ārai pea i a rātou ki ngā whakautu i tukuna.
Mō ngā tari, ko te tikanga o te mahi he whakauru i ngā huarahi hou. Haunga te whakamahere pāpāho me te whakaputa ihirangi, me aroturuki ngā tīma i te aroaro o ngā kamupene i roto i ngā urupare i hangaia e te AI, te whakarite i ngā mōhiohio pakihi, me te tautuhi ko ēhea ngā puna e tautoko ana i ngā taunakitanga. Kei te whai hua tonu ngā inenga pēnei i te toro atu me ngā pāwhiri, engari ka tohaina te wāhi ki ngā whakahua, ngā tohutoro, ngā haerenga mai i ngā kaiawhina, me ngā hoko i awehia e ēnei pūnaha.
Ka whakararu hoki te hokohoko ā-kaihoko i te whakaiti i te whakapā tika i waenga i te kamupene me te kaihoko. Mēnā ka puta he rangahau me ngā whakawhitiwhitinga i roto i tētahi tūāpapa o waho, ka ngaro pea i te waitohu ngā raraunga mō te haerenga a te kiritaki, ngā whai wāhitanga whanaungatanga, me ētahi mana whakahaere i runga i te wheako. Ko ngā hua he iti noa te rerekētanga kei te tūpono tonu kia whakaritea mā te utu, te tuku, me te whakatauranga a te marea.
"Ko te whakarite i tētahi waitohu mō tēnei taiao me whai raraunga kua whakaritea, he ingoa pumau, me te wheako e taea ai te whakaū i ngā mea i oatitia. Ka iti ake te mana o ngā pānuitanga motuhake ina tūtaki te kaihoko ki ngā mōhiohio kāore i oti, ki ngā tohu rānei o te iti o te whakawhirinaki," te whakatau a Robson V Leite.
Kāore ngā pānuitanga e ngaro atu ana, engari ka iti haere te kitea o te ara i waenga i te kaupapa whakatairanga me te hoko. Ka haere tonu tētahi wāhanga o te whakawhitiwhiti kōrero ki te rapu i te aro o te tangata; ko tētahi atu wāhanga he mahi ki te whakarite kia mōhiotia, kia whakaarohia hoki ngā waitohu e ngā pūnaha kua tīmata kē ki te whai wāhi tika ki ngā whakataunga a ngā kaihoko.
