PaT Lite: He taputapu atamai e whakaaro tahi ana me koe

Hipanga 1

He taputapu atamai e whakaaro tahi ana me koe

Hipanga 2

Ko ngā whanaketanga nui katoa o te tangata i ahu mai i ngā taputapu pai ake; ko PaT te taputapu hei hiki i te ahurea me ngā hua ki taumata kē atu

Hipanga 3 · Mai i te Pōraruraru ki te Māramatanga

He maha ngā pakihi ka hoatu ki ā rātou kaimahi tētahi huinga taputapu pōraruraru — he ranunga o te pepa, te mahara me ngā taupānga kāore e hono ana, hei whakahaere i ā rātou tūranga — ā, ka tūmanako kia puāwai te ahurea me ngā hua. He aha rā pea ka hē? Whakaarohia mēnā ka hangaia anō ia taputapu hira mō te pakihi hei tūāpapa kotahi, he tūāpapa ngātahi — e whakakahangia ana e te Mātauranga Pakihi, e mahi aunoa ana mā ngā pātengi raraunga, ā, e whakarei ake ana e te AI. Ko tēhea huinga taputapu ka kōwhiria e koe hei whakaputa i ngā hua pai rawa? Nau mai ki te ao o PaT.

Hipanga 4 · Ehara te hua nui i te mahi kaha ake — engari i te whakakore i ngā tauārai

Ka whakakapi te hoahoa kotahi o PaT i te ranunga o ngā pūnaha kāore e hono ana ki tētahi tūāpapa kotahi, tūāpapa ngāwari te whakamahi. He aha te hua? He pikinga nui o te whai hua puta noa i ngā wāhanga katoa o te pakihi. Anei ngā huarahi whai mana e whā e whakaputa ai a PaT i tēnei: AI · Te whakaraupapa pūnaha · Te mahi aunoa · Ngā raraunga herekore

Hipanga 5 · Mindweave: te ‘Roro’ o PaT

Ko Mind Weave te huinga AI o PaT — te paparanga mātauranga kua whakaurua tika ki te tūāpapa. Whakaarohia he tīma matihiko, kaua ko te AI kotahi. He rerekē ngā pūkenga o ia AI, nō reira ka tuituia e mātou: tērā pea ko tētahi te mea pai ki te reo, ko tētahi ki ngā kauwhata, ko tētahi ki ngā puka. Hei tāpiri, ka tāpirihia ā mātou ake taputapu motuhake, pērā i te whakangungu i tētahi AI kia mārama ki tā mātou tauira puka. Kātahi ka whakahaerehia te tukanga e tētahi kaihoko matua — ka pānui i te whānuitanga o tētahi mahi, ka tuku i ngā tūmahi ki ngā AI tohunga e tika ana, ā, ka tuitui i ngā hua hei whakautu kotahi. Nā te mea kua whakaurua taketake a Mind Weave ki PaT, kua whakangungua hei tautoko i te BI, ngā rerengamahi me ngā taputapu ka whakamahia e koe i ia rā. Ka haere te wā, ka ako hoki ia i tō āhua mahi, ā, ka whanake hei kaiāwhina whaiaro tūturu. He aha te hua? He putanga tere ake, he mātau ake, he pono ake — kua hangaia hei whakapiki i te whai hua i roto i PaT, mā ngā huarahi kāore e taea e tētahi taputapu AI tū motuhake.

Hipanga 6 · Te AI e Mahi Ana: Te Āhua o te Whakapiki a PaT i te Hua o te Mahi

Whakawhitiwhiti Kōrero Pai Ake (kei te whakamahia) Kua whakaurua a ChatGPT (nā OpenAI), e whakahaerehia ana e MindWeave, ki roto i te Kōrerorero a PaT: te huri reo hei kupu, te whakatika aunoa i te wetereo, me te tuhi pai ake. Ka piki te hua o te mahi ki te 30%, ā, ka ngaio ake ngā whakawhitiwhiti kōrero, hei whakapakari i te ingoa o te tangata me te kamupene. Ngā Rerengamahi i Hangaia e te AI Kōrerorero (kei te whakamahia) Ka whakamahi a PaT i a Claude AI (nā Anthropic) hei kawe i te 90% o ngā mahi uaua. Ko ngā puka i pau ai ētahi hāora i mua, he meneti noa iho ināianei — ka taea ai te kohikohi raraunga kāore te nuinga o ngā pakihi e whakamātau, nā te mea he uaua rawa. He aha te hua? He māramatanga ki ngā kiritaki hei whakatairanga i te tipu, me te mōhio ki ngā mahi a ngā kaimahi, hei penapena i ngā tekau mano, i ngā rau mano rānei ia tau, mā ngā whakatau pai ake me te karo i ngā hapa. Ngā Āpiha Tāngata-ki-te-Tukanga (kei te whanaketia) Kei te whanake haere a PaT kia taea ai te rapu mā te kōrero — pātai noa iho, ā, ka kimi wawe a PaT i ngā tuhinga, ngā kōrerorero, me ngā kōrero horopaki. Kua kore te moumou wā ki te rapu. Te Whakaritenga Whaiaro Urutau (kei te whanaketia) Ka ako te AI i tāu mahi — ō whakawhitiwhiti kōrero, ō mahi, me ō kaupapa — ā, ka āta noho hei kaiāwhina whaiaro tūturu, mā te whakaatu whakaaro me ngā whakamaumahara hei āwhina i a koe kia noho tōmua. Whakamahia a Gemini (nā Google) mō ngā mahi rangahau e whakakahangia ana e Mindweave. Te Hoahoa AI me ngā Ārai Haumaru (kei te whakamahia) Kāore mātou e whakapono ana ki te AI whānui kotahi e hāngai ana ki ngā mea katoa. Ka whakakotahi te rōpū Mind Weave a PaT i ngā kaha o ngā tauira maha — a ChatGPT mō te tuhinga, a Gemini mō te rangahau, a Anthropic mō ngā raraunga me ngā puka — i roto i ngā ārai haumaru pakari. Hei tautoko i ēnei tauira AI, ka uru atu a Mindweave ki tētahi puna taputapu o nāianei, ā, he mea hanga motuhake hoki, hei tauira, ngā taputapu Python hei hanga kauwhata me ngā kaiwhakanao puka a PaT, kia puta ai ngā hua e hiahiatia ana e ngā pakihi. Ko te hua, ka noho te AI hei mana nui mōu, kua hoahoatia kia tino whai hua ake ai te tangata i āna mahi.

Hipanga 7 · Te Whakaraupapa Pūnaha: Te Tūāpapa o te Hua o te Mahi i PaT

Ko te whakaraupapa pūnaha i ngā mahi te ngako o PaT — arā, ko te huri i ngā tukanga pōrahurahu, ā-ringa hoki, hei pūnaha kua whakaritea, ka taea te mahi anō. Ko te mahi tuatahi ko te Mahere SD: he mahere katoa mō ia Strategy Document i roto i te whakahaere. He wāhi mō ngā mea katoa, ā, kei tōna ake wāhi ia mea.

• Ka tīmata ki te taumata o te waeine pakihi, kātahi ka toro atu ki ngā tūāpapa matua e ono e hiahiatia ana e ia kamupene — ngā kaupapa, ngā tauira, ngā whakangungu, me ētahi atu.
• Ka taea hoki e ngā kaiārahi te tāpiri i tētahi rautaki pakihi whānui ina hiahia tētahi waeine kia hōhonu ake te arotahi.

He rerekē ki ngā pūnaha kōpaki tuku iho e whakahaerehia ana i roto i tētahi pūnaha kōnae, ā, kei raro i te mana o te tari IT, ka tuku a PaT i te mana whakahaere urunga ki ngā kaiārahi pakihi — engari i roto tonu i tētahi hanganga kua whakaritea, kua whakaturetia. He aha te hua?

• Kua kore te pōrahurahu o te whakarōpū kōnae i runga i te whakaaro ake.
• Kua whakatauria mō te katoa te wāhi hei penapena i ngā ihirangi.
• Kāore he mea e hē te waiho (he ngāwari noa ngā whakawhitinga mahi).
• Kua kore ngā tauārai nā te tari IT.
• Ka mau tonu te haumarutanga, engari kua wātea mai te ngāwari me te tere.

Ko te Mahere SD te tūāpapa mō te whakaraupapa pūnaha — he hanganga kotahi, he hanganga ora, hei whakapiki i te whai hua me te mārama puta noa i te pakihi.

Hipanga 8 · PaT: He Pūnaha hei Hanga Pūnaha

Ehara i te whakaraupapa noa a PaT i ō kōnae — he pūnaha anō a PaT, i hangaia hei hanga pūnaha. E tū ana ki runga i te whakaaro pūnaha — arā, he hononga tō ngā mea katoa, ā, ka pā ngā mahi a tētahi taha ki tērā taha. I roto i PaT, ka hono pai ngā poraka katoa. Whakaarohia he rite ki tētahi pouaka Lego:

• Whakakotahitia te poraka Reremahi ki te Kōrerorero, ngā SDs, ngā Papatohu me te Pūkaha Tūmahi…
• Ā, i roto i ngā hāora, kua hangaia e koe tētahi pūnaha whakahaere tono mahi matatau, tētahi pūnaha CRM rānei.

He aha te rerekētanga? Kāore i rite ki ngā taputapu tū motuhake, kua tuituia katoa ki roto i te tūāpapa kotahi. Nō reira, tērā pea ka pai ake tana mahi i tētahi taupānga tū motuhake, ā, ka mutu hoki ngā pūnaha wehewehe me ngā mahi tāruarua. Ka penapena tēnei i ngā tekau mano, ā, i runga i te rahi o te pakihi, i ngā rau mano tāra o ngā utu raihana kāore e tika ana mō ngā taupānga kāore e hiahiatia ana. Nā te mea he mea hanga ia taupānga PaT — ahakoa kua paiherea mai, kua whakaritea rānei — ki ngā poraka hanga ōrite, ka mōhio ngā kaimahi ki ngā tauira puta noa i ngā pūnaha, ka tere ake te ako, ka tere ake hoki te urutau. Engari i te whakapau haora utu nui ki te ako i ngā taupānga kāore e hono ana, ka tere ngā tīma ki te whakamahi — ā, ka tino piki te whai hua. Mā tēnei huarahi kotahi e whakakore te ngenge i te maha rawa o ngā taupānga, me te whakaiti anō i ngā mōrea haumarutanga e piki haere ana, me te taumahatanga whakahaere o te whakahaere i te maha o ngā taputapu kapua he mahi kotahi noa iho tō ia taputapu. He pūnaha kotahi. He ara ako kotahi. He whakamahinga mutunga kore.

Hipanga 9 · Te Aunoatanga me ōna Tukunga

Kua kitea e mātou te huarahi hei “whakatika i ngā tukanga katoa e whakawhirinaki ana ki te tangata, kia kore ai e taka. Ake tonu atu”. Ko te tokotoru tapu o te hiranga pakihi ko te Rautaki, ngā Paerewa, me te Whakatinanatanga. Waiho te rautaki ki tahaki (kei roto i ngā taputapu whakamahere a PaT te whakahaere), ā, whakaarohia tēnei: mēnā ka tutuki i te katoa ngā mea i kī ai rātou ka mahia e rātou (whakatinanatanga), kia tika te kounga (paerewa), ā, i te wā tika (whakatinanatanga), me tētahi rautaki pakari — ko koe te kamupene pai rawa atu o te ao. Whakaarohia tēnā. Ki te kimi i te pūtake o te rahunga, ka hoki tonu ki ngā take e rua, ki tua atu i te rautaki: te kore o ngā paerewa (ka whakatikaina mā te LMS a PaT), te hinganga rānei o tētahi tukanga — ko te tikanga he tukanga e whakawhirinaki ana ki te tangata me te whakawhirinaki, pērā i ngā pūrongo, ngā arotake, ngā whakahou, ngā mahi whaiwhai rānei. Ko te mea pono, ka rahua ngā pūnaha e ahu mai ana i te whakawhirinaki. Waimarie, ka whai hua tonu te kaupapa “whakawhirinaki, engari me manatoko”, engari kāore he tangata e whai wā ki te manatoko i ngā mea katoa. Koia te take he mea nui ai te mahi aunoatanga — pērā i ngā mahi auau. He rerekē ki ngā taupānga mahi tuku iho, ka ngaro noa iho te mahi PaT ina hipa te rā kati, pērā i te īmēra kua ngaro, ā, ka puta he hua tūturu. Kia tirohia he pēhea te āhua o tēnei i roto i ngā mahi — he pēhea te āhua o tētahi mahi auau, he aha te mahi a PaT ina hipa te rā kati, me ngā pānga tāpiri e whakarite ana kia kore he mea e mahue.

Hipanga 10

Kua pā tēnei ki ngā kiritaki PaT katoa: he mea nui te Papa Pānui — he wāhi hei tuku kōrero hou, hei whakanui i ngā ekenga, hei whakaatu hoki i tō manaaki ki ētahi atu. Ka whakatipu tēnei i te whai wāhi mai, te noho whakauru, me te harikoa o te uru ki tētahi kaupapa nui ake. Engari, ki te whakawhirinaki noa ki te pai o te ngākau (arā, ki te pono), ka noho matapōkere te tuku pānui. Tāpirihia ngā mahi auau, ka kore noa te whai wāhi mai e piki — ka tino kaha kē. Ka huri te 2/10 hei 10/10, ā, ka huri te ahurea mai i te tūpono noa ki te pūmau. Koinei te wā ka tau ai te whakaaro: mēnā ka taea e PaT te whakaraupapa pūmau i tēnei, whakaarohia ngā mea anō ka taea e ia te panoni puta noa i tō pakihi... ||

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Hipanga 11 · Koinei te take e whai hua ai tēnei Arorau Pakihi mō ngā Tūmahi, ngā tūmahi aunoa me ngā tūmahi auau ||

I roto i PaT, ka tukuna aunoatia ngā take o te kore ū ki ngā taumata teitei ake. Ki te hipa te rā kati o tētahi tūmahi, ka waihangatia he tūmahi mā tētahi kaiwhakahaere hou. Ki te kore tonu e arohia, ka tukuna ki runga ake i te mekameka whakahaere — ā-taahiraa — kia tae rā anō ki te tēpu o te Tumuaki. ||

Hipanga 12 ||

He maha ngā kamupene ka hē i tēnei i te tīmatanga. Engari, ina kaha te tautoko a ngā kaiārahi matua, me te whakakaha i te hiranga o tēnei, ka puta he hua whakamīharo: i roto i ētahi marama, ka mau te pai o ngā mahi ki tētahi taumata hou rawa. Koinei te wā hurihanga — te wā ka panoni te pakihi. Inamata, ka taea ngā mea i whakaarohia i mua kāore e taea. Ka mutu te noho o te hiranga hei wawata noa, ka noho kē hei mea tūturu. ||

Hipanga 13 · Whakatikaina mō ake tonu atu ngā tukanga e whakawhirinaki ana ki te tangata ||

Mā te whakawhiti atu i ngā pūnaha e whakawhirinaki ana ki te whakapono noa, ki ngā pūnaha e whakawhirinaki ana engari ka manatoko hoki, ā, ka tautokona e te aunoatanga, ka taea e PaT te whakahoki auau i te hiranga ki ngā wāhanga katoa o tō pakihi e whakawhirinaki ana ki te tangata. Ina tau tēnei whakaaro, ka mārama te whānuitanga o ngā tūraru ka taea e koe te whakaiti — me te mana whakahaere ka taea e koe te whakahoki mai. Mā tēnei take anake, ka nui ake te uara o PaT i tōna utu. ||

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Hipanga 14 · Ngā Raraunga Taitapa-kore: He pūtake pono kotahi, he mea waihanga mai i ngā pūtake raraunga katoa kei a koe ||

He tino wawata nui ngā papatohu mā ngā kaiārahi — he raraunga ora, kua tūhonotia, e tātari ana i te ngangau, e whakaatu ana hoki i ngā mea tino nui. Mā PaT, ka tutuki tēnei mā ngā wāhanga taketake e toru o Ngā Raraunga Taitapa-kore: ||

• Ngā Puka – he matatau, he ngāwari hoki, me ngā rākau whakatau me ngā huānga ngāwari te whakarerekē hei kohikohi raraunga i uaua rawa, i nui rawa rānei te utu ki te kohikohi i mua. Kua whakaurua te AI. ||
• Kaiwhakahaere Wāhi Whakamutunga (EPM) – ka tūhono ki ngā pūtake raraunga katoa (ngā API, ngā pūnaha ERP, CRM, ngā ripanga tātai, tae atu ki ētahi atu kōwae PaT). Kei te hangaia ngā āheinga AI. ||
• Ngā Papatohu – ngā kauwhata, ngā ripanga me ngā inenga ka taea te tō me te tuku, hei whakaatu i ngā raraunga katoa i te wā tūturu. Kei te hangaia ngā āheinga AI.

Te hua? He māramatanga māmā noa te toro atu. Ka noho hei raraunga kua whakaritea, kua tūhonotia, ā, ka whakaaturia tonutia ngā raraunga i noho wehe kē, i runga pepa, i roto rānei i ngā hinengaro o ngā tāngata me ngā kiritaki. He rerekē te whakamahinga a ia pakihi — i roto i ngā mahi kawe taonga, hei tauira, ko te whakamahere hua me te kaimahi; i roto i te hangarau mōhiohio, ko te mahere whanaketanga hua, te tuku ratonga ki ngā kiritaki me te aroturuki i ngā whakaaetanga taumata ratonga; i roto i te pūtea, ko te matapae rere moni me te pūrongo pūtea. Ko te kaha o tēnei, kāore i hangaia mō tētahi umanga kotahi — i hangaia mō ngā tukanga katoa e whai tikanga ai te kitea o ngā mōhiohio me te noho haepapa. Mā te Raraunga Kāore he Paenga, ka kitea te uara huna, ka ngaro ngā wāhi kāore e kitea ana, ā, ka āhei ngā kaiārahi ki te ārahi i te pakihi me te mārama.

Hipanga 15 · Te Raraunga Kāore he Paenga: He Huringa Nui ki te Hua Mahi

He nui te uara huna kei ia pakihi — e huna ana i roto i ngā tukanga kāore i pai te hoahoa, e mau ana i roto i ngā hinengaro o ngā kaimahi, ā, e takoto ana i roto i ngā ngākau me ngā whakaaro o ō kiritaki. I ngā tikanga o mua, he tino pōturi te huarahi ki te huraina o tēnei uara. Me kimi e tētahi ngā pātai tika hei tuku, me hoahoa, me hanga hoki he puka, me waihanga he arorau peka mō ngā rerenga kohikohi raraunga kia kounga ai ngā tāuru, me kohikohi, me whakakotahi hoki i ngā raraunga kia whai tikanga ai, kātahi ka whakapau haora ki te whakarite i ngā pūrongo me ngā kauwhata hei tautoko i te tātari i ngā ia me ngā whakataunga whai mōhio. Ka taea tēnei mā ngā taputapu o mua — engari he nui rawa te utu o te wā, nō reira kāore te nuinga o ngā pakihi e mahi. Ka noho huna tonu te taonga. Ka panoni a PaT i ngā mea katoa. Mā te Raraunga Kāore he Paenga me MindWeave, ka taea ināianei te hanga i ngā rautaki kohikohi raraunga me te whakaatu raraunga i roto i ngā meneti, i ngā hāora rānei, ahakoa he rā, he wiki rānei te wā i pau i mua ki te hoahoa, ki te whakatinana, ki te whakaputa pūrongo hoki (nō reira kāore i mahia). Kia oti te whakarite, ka rere tonu ngā raraunga ki ngā papatohu mō ake tonu atu — ka kitea ai e te hunga whakatau ngā mōhiohio me te mārama i te wā tonu. Koia te take i tino kaha ai te Raraunga Kāore he Paenga: ka huri tūturu i te pitomata kua huna hei mōhiotanga ora.

Hipanga 16 · Ngā taputapu whai whakaaro e whakaaro ngātahi ana me koe

Ko ngā taputapu pai ake te pūtake o ngā whanaketanga nui katoa a te tangata; ko PaT te taputapu hei hiki i te ahurea me ngā hua mahi ki taumata kē, mā te whakamahi i ēnei: Pūnaha Atamai Aunoatanga Raraunga Kāore he Paenga