Te Hiranga o te ASPM Pūhara mō DevSecOps
ASPM He mea nui ngā taputapu hei pupuri i te haumarutanga me te tutuki i ngā whakaritenga puta noa i ngā wāhanga katoa o te huringa ora o te whanaketanga pūmanawa. E ai ki Gartner, i te tau 2026, ka whakamahia e te 40% o ngā whakahaere e hanga ana, e hoko ana rānei i ngā taupānga ASPM ngā papaaho hei whakahaere me te whakapakari i tō rātou tūnga haumarutanga, e akiakihia ana e te uaua o ngā hoahoanga kapua-taketake me te hiahia kia mau tonu ki te whanaketanga tere-AI.
I te mea ka whakauru hohonu ake te huarahi DevSecOps i te haumarutanga ki roto i ngā rerengamahi whanaketanga me te whakahaere, ASPM Kei mua ngā taputapu, e whakarato ana i ngā āheinga nui hei aromatawai, hei whakahaere, hei whakapai ake hoki i te tūnga haumarutanga o ngā tono mai i te whanaketanga tae noa ki te whakatinanatanga. Ko te waehere i hangaia e te AI te wāhi matapo tuatahi mō ngā tīma AppSec, me te 73% o ngā whakahaere kāore i te tino kitea te whakamahinga o te AI puta noa i te ao. SDLC, hanga ASPM nui ake te arohaehae i tera wa.
Application Security Posture Management. ASPM He Whakamārama Poto mō ngā Utauta
Application Security Posture Management, ranei ASPM, he huarahi pūnaha matatau hei whakarei ake i te anga haumarutanga puta noa i te huringa ora whanaketanga pūmanawa katoa. ASPM ka nekehia te haumarutanga o te tono mai i te tauira "kimihia me te whakatika" tuku iho ki tētahi huarahi "whakamana me te whakarite i ngā kaupapa matua" e whai hua ake ana, e aro ana ki ngā kitenga mai i SAST, SCA, te kimi mea ngaro, IaC, me ētahi atu taputapu hei whakapae mō te mōrearea kaua ki ngā pono whakamutunga.
ASPM i whanake mai Te Whakaritenga me te Hononga Haumarutanga Taupānga (ASOC), me te whakawhānui ake i tēnei me tētahi huarahi whānui ake, whakauru hoki ki te whakahaere me te whakarite i ngā tūponotanga hei whakapakari ake i te tūnga haumarutanga tukutuku o tētahi whakahaere.
Pānuitia atu: he aha te mea Application Security Posture Management?
He aha an ASPM Ka taea e te papaaho te mahi māu?
An ASPM Mā te tūāpapa nei ka taea e ngā whakahaere te aro turuki tonu me te whakapai ake i ā rātou rautaki haumarutanga tono, me te whakarite kia tiakina ngā tono mai i ngā tūmomo riri pea mai i ngā wāhanga whanaketanga tuatahi tae noa ki te whakatinanatanga me tua atu.
ASPM ka whakakotahi ngā taputapu i ngā kitenga mai i ngā matawai maha (SAST, SCA, IaC, DAST), te whakataurite me te tango i ngā hua tāruarua, me te whakarei ake i aua hua ki ngā tohu horopaki pēnei i te whakamahinga wā-oma, te aro rānei ki ngā raraunga hei whakatau i ngā mea nui. Ehara i te mea ka āwhina noa tēnei ki te whakarite kia rite ki ngā whakaritenga ture engari ka tautoko hoki i tētahi rautaki whakahaere tūnga haumarutanga matatau e urutau ana ki ngā tūmomo riri hou.
Akohia me pēhea te taea Application Security Posture Management (ASPM Utauta) Whakanuia To Software Supply Chain Security i roto i tā mātou pou rangitaki!
Ko nga waahanga matua hei rapu mo roto ASPM Utauta
I te wa e arotake ana ASPM ngā papaaho, koinei ngā āheinga tino nui:
- Te whakahaeretanga whānui o ngā ngoikoretanga puta noa i te waehere, ngā whakawhirinakitanga, CI/CD pipelinengā mea ngaro, IaC, ngā ipu, me te wā whakahaere, e kite ana i ngā take ka taea te whakamahi i mua i te taenga ki te whakaputa.
- Te whakatau kaupapa mōrearea e aratakina ana e te AI mā te whakamahi i te āheinga ki te toro atu, te āheinga ki te whakamahi, me te pānga pakihi hei whakaiti i te haruru tae atu ki te 90% me te whakaatu i ngā kitenga tino nui, kaua ki ngā kaute CVE mata.
- Te tātari i te taea te toro atu me te whakamahi e aromatawai ana i te huarahi e taea ai te uru atu me te whakahohe i ngā ngoikoretanga i roto i te pūnaha taupānga, me te arotahi ki te whakatika i ngā wāhi e whai tikanga ana.
- Te whakatikatika aunoa mā te Whakatika-Aunoa, atamai pull requests, me te aratohu DevAI i roto i te IDE, e whakaiti ana i te wā toharite ki te whakatika me te kore e whakaroa i te tukunga.
- Te whakahaere kaupapa here, te kāwanatanga, me te tutuki i ngā whakaritenga me te whakatinanatanga aunoa o ngā kaupapa here haumarutanga puta noa i te SDLC, i maheretia ki ngā anga mahi tae atu ki te NIST, ISO 27001, CIS, OpenSSF, me te Ture AI a te EU.
- Ngā āheinga AI a te Kaiwhakahaere mā CoreAI mō te whakataurite tū, te pūrongo whakahaere, me ngā pātai mōrearea reo tūturu, me DevAI mō te aratohu haumarutanga tauwhitiwhiti i roto i te IDE, guardrails, me te mōhiotanga mō ngā mōrearea whakatikatika i mua i te CI pipelinete oma.
- Korekore CI/CD me te whakaurunga taputapu me GitHub, GitLab, Jenkins, Azure DevOps, Jira, me ngā rēhita taonga nui, me te kaha ki te tango i ngā kitenga mai i te hunga tuatoru SAST, DAST, SCA, a IaC ngā matawai me te kore e whakakapi i ngā taputapu o nāianei.
- Te tirohanga haumarutanga kotahi mā te kotahi ASPM dashboard e whakakotahi ana i ngā kitenga puta noa i te mekameka tuku pūmanawa katoa, mai i te waehere ki te kapua.
- Te whakahaere tūnga haumaru AI covering AI models, agents, MCP servers, and AI coding tools, with AI-BOM generation, AI-SPM discovery, and Shield endpoint enforcement for the AI attack surface that traditional AppSec tools cannot see.
- Whakatūpato mō te pūmanawa kino me te kitenga i ngā āhuatanga rerekē mō te kimi me te aukati i ngā mōkihi kino, ngā tūmomo riri kore-rā, me ngā tūmomo whakapae i te wā tūturu CI/CD whanonga i mua i te wā o ngā waitohu.
Top 7 ASPM Ngā taputapu mō te tau 2026
OverviewHe pūnaha AI a Xygeni ASPM te tūāpapa i hangaia mō te mekameka tuku pūmanawa hou, AI-tuatahi. Koinei anake te tūāpapa i roto i tēnei rārangi e whakakotahi ana i te whānuitanga haumarutanga tono katoa (SAST, SCA, DAST, Haumarutanga Ngā Mea Ngaro, CI/CD Haumaru, IaC Security, Haumarutanga Ipu, Build Security(( ...
āhuatanga matua:
- Whanui ASPMKa kitea aunoatia e Xygeni, ka whakarārangihia hoki ngā rawa pūmanawa katoa puta noa i ngā putunga raraunga, pipelineme ngā taiao kapua, ka tango i ngā kitenga mai i ngā taputapu taketake me ngā taputapu tuatoru, ā, ka whakamahi i ngā Dynamic Funnels hei whakapai ake i te whakatau kaupapa matua mā te whakamahi, te taea te toro atu, me te horopaki pakihi ki roto i tētahi tirohanga mōrearea kotahi.
- Haumarutanga AI me te AI-SPMKa kitea, ka whakarārangihia hoki e Xygeni ngā rawa AI katoa o te whakahaere, tae atu ki ngā tauira, ngā huinga raraunga, ngā kaihoko, ngā tūmau MCP, me ngā taputapu waehere AI, ka kaweake i tētahi AI-BOM kua rite ki te arotake, ā, ka maherehia te whakaaturanga ki te EU AI Act, NIST AI RMF, me te ISO/IEC 42001. E hangai ana te whakatauranga mōrearea AI ki te OWASP LLM Top 10, Agentic Apps Top 10, me te MCP Top 10.
- Agentic AI: CoreAI me DevAIKa hono a CoreAI i ngā kitenga puta noa i ngā taputapu taketake me ngā taputapu tuatoru, ka whakamaori i te tūnga haumarutanga ki te pānga pakihi, ā, ka tukuna he pūrongo me te whakahaere e rite ana ki ngā kaiwhakahaere. Ka whakauruhia tika a DevAI ki roto i ngā IDE me ngā kaiawhina waehere AI, ka whakamahia guardrails e aukati ana i ngā huringa morearea, ā, e tuku ana i te whakatikatika aunoa me te mōhiotanga mōrearea whakatikatika mā roto i tana Tūmau MCP kua hangaia, i mua i te CI pipelinete oma.
- Ngā whakaurunga me te whakatinanatanga: Kei te wātea hei SaaS, hei on-premises me ngā kōwhiringa manaaki-EU me ngā kōwhiringa ā-hau. Ka honoa ki a GitHub, GitLab, Jenkins, Azure DevOps, Jira, me ngā mea nui CI/CD me ngā tūāpapa rēhita taonga tuku iho.
He aha te huinga Xygeni ASPM Taputapu Wehe
Kei tua atu i te uho ASPM, ka whakawhānui a Xygeni i te tiakitanga puta noa i te mekameka tuku pūmanawa katoa me ngā āheinga tino nui ASPM kāore ngā papaaho e hipoki ana i:
- Malware Defense and ShieldMā te MEW (Malware Early Warning), ka kitea, ka āraia hoki e Xygeni ngā mōkihi kino, ngā tūmomo riri kore-rā, me ngā whakaeke mekameka tuku i te wā tūturu puta noa i te waehere, ngā whakawhirinakitanga, CI/CD, and infrastructure, before signatures exist. Shield enforces Zero Trust at the developer endpoint, blocking malicious dependencies before install, unapproved MCP servers, and unauthorized AI models, with automatic endpoint isolation.
- Build SecurityManatoko taonga tuku iho, SLSA provenance, ā, mā ngā whakamanatanga ritenga i roto i te kōnae ka ārai i te whakarerekētanga mai i te waehere ki te whakatinanatanga me te kore e whakararuraru i te whanaketanga.
- Huarahi Anomaly: Ka kitea e te tātari whanonga wā-tūturu ngā mahi whakapae i roto i CI/CD hanganga i mua i te putanga mai o te whakaekenga.
WhakaaetangaKamupene Wera i roto i ASPM 2026 me te Kamupene Wera i roto i te Haumarutanga Taupānga GenAI 2026 i ngā Tohu InfoSec Ao. Ko te toa o te Tohu Tino Pai SCA Te Tohu Utauta i te 2024 Cyber Defense Magazine InfoSec Innovator Awards.
Overview: Ko te arotahi a Ox Security ki te Active ASPM, te whakakotahi i te matawai taketake puta noa i te SDLC me te whakatauranga mōrearea e mōhio ana ki te horopaki, pipeline te whakapapa o te pire rauemi (PBOM), me te tātari ara-whakaeke. I hangaia mō ngā whakahaere e hiahia ana ki te haumarutanga e hangai ana ki te tere o te tuku pūmanawa e whakahaerehia ana e te AI.
Āhuatanga matua
- Aromatawai mōrearea tonu puta noa i te huringa ora katoa o te tono me te aroturukitanga mekameka tuku wā-tūturu mai i te waehere ki te wā whakahaere
- Te whakapapa PBOM me te tātari ara-whakaeke e hono ana i ngā ngoikoretanga ki tō rātou pūtake me te radius pahūtanga pea
Ko nga mea hei whakaaro
- He whaiti ake te pūnaha whakauru ki te whakataurite ki ngā tūāpapa kua roa ake nei, ka taea te whakawhāiti i te kapinga mō ngā whakahaere he maha ngā taiao taputapu matatini
- Kāore i te tino pakari te aunoatanga o te whakatikatika i ngā tūāpapa he roa ake te noho ki te mākete
Overview: Mā te Tātari Waehere Hōhonu (DCA) kua patenttia, ka whakaratohia e Apiiro te tirohanga hōhonu ki ngā mekameka tuku tono me te pūmanawa, e hanga ana i tētahi kauwhata pūmanawa kotahi e mahere ana i ngā huringa waehere ki ngā taiao kua whakatinanahia mō te whakatau i ngā kaupapa matua me te whakatikatika e mōhio ana ki te mōrearea.
Āhuatanga matua
- Te whakaoti i te rarangi waehere me te mekameka tuku me te tirohanga tonu puta noa i te waehere, ngā API, pipelines, me ngā rawa wā-haere
- Ngā rerengamahi whakaora e hangai ana ki te mōrearea e hono ana ki ngā kaipupuri waehere, te horopaki pakihi, me te pānga o te wā whakahaere
Ko nga mea hei whakaaro
- He tino uaua te whakatinanatanga, ā, ka tino piki ake te uara o te tūāpapa i muri i te whakaurunga hōhonu puta noa i ngā taputapu me ngā rerengamahi, e hiahia ana kia roa te wā tatūnga.
- He pai ake mō ngā mea nui enterpriseme ngā kaupapa AppSec pakeke; tera pea ka kitea e ngā tīma iti he koretake te utu whakauru
Overview: He kamupene motuhake a ArmorCode, kāore e aro ki ngā taputapu ASPM paparanga i hangaia mō enterprisete whakahaere tauine-rahi. Ka whakakotahi i ngā kitenga puta noa i SAST, DAST, IAST, SCA, ipu, me te haumarutanga kapua me te kore e whakakapi i ngā matawai o nāianei.
Āhuatanga matua
- Te whakatau i ngā mōrearea me te whakatau kaupapa matua e ahu mai ana i te AI e hono ana i te kaha, te whakaraeraetanga, me te horopaki pakihi puta noa i te 100+ taputapu whakauru
- Te whakaurunga rerengamahi aunoa e whakaiti ana i ngā mahi ā-ringa i waenga i te kimi me te whakatikatika puta noa i ngā tīma DevSecOps
Ko nga mea hei whakaaro
- Hei paparanga whakahiato me te whakahaere parakore, ka whakawhirinaki katoa ki te kounga o ngā matawai hono, ka kitea he iti noa te uara o ngā whakahaere he ngoikore ngā taputapu taketake.
- Kāore he āheinga matawai taketake, nō reira ka whakawhirinaki te kapinga ki ngā taputapu tuatoru kua wātea kē
Overview: He tūāpapa haumarutanga tono taketake-AI a Cycode i hangaia i runga i tana Kauwhata Matauranga Horopaki (CIG), e whakarato ana i te whai i te waehere-ki-kapua me te tirohanga puta noa i te katoa. SDLC. E tautoko ana i te matawai taketake me te tango mai i te 100+ taputapu tuatoru.
Āhuatanga matua
- Te whakahaere haumarutanga tono kotahi e whakakotahi ana, e tango ana hoki i ngā kitenga mai i ngā matawai taketake me ngā matawai tuatoru ki roto i te tūāpapa kotahi.
- Te whakatau i ngā kaupapa matua mō ngā tūmomo mōrearea mā te mōrearea pakihi, te āheinga ki te whakamahi, me te kaha o te mōrearea me te aunoatanga o ngā whakaritenga ture mō te NIST, SOC 2, me ngā whakaritenga ture.
Ko nga mea hei whakaaro
- Ka tino taurite te utu me te maha o ngā whakaurunga me ngā kaihautū, ka nui ake te utu mō ngā whakahaere mākete waenga.
- Ka taea e te whānui o te tūāpapa te waihanga i tētahi ara ako tere mō ngā tīma kāore he rauemi AppSec i whakatapua hei whakahaere.
Overview Ka whakauruhia e Phoenix Security te aromatawai mōrearea me te whakatau kaupapa matua ki roto i tana tūāpapa haumarutanga, e whakarato ana i tētahi huarahi rautaki ki te whakahaere haumarutanga tono me te arotahi nui ki te hono i te mōrearea pakihi ki ngā kitenga hangarau.
Āhuatanga matua
- Te whakatau kaupapa matua e ahu mai ana i te mōrearea e ahu mai ana i te AI mā te pānga pakihi pea, me te whakakotahi i te mātauranga mōrearea ipurangi me te tātari horopaki
- Te tirohanga whānui puta noa i te haumarutanga tono, te kapua, me ngā taiao ipu mai i te tūāpapa kotahi
Ko nga mea hei whakaaro
- He iti ake te aroaro o te mākete ki te whakataurite ki ngā kaihoko kua roa ake te tūnga, ko te tikanga he iti ake te whānuitanga o te whare pukapuka whakauru me te iti ake o ngā rauemi hapori
- He kaha te aratohu whakatikatika mō te whakatau kaupapa matua engari he māmā ake mō ngā āheinga whakatika aunoa ki te whakaritea ki ngā tūāpapa me te whakatika AI taketake.
Overview: He huarahi whānui tā Legit Security ki application security posture management me te arotahi ki te tiaki i te mekameka tuku pūmanawa me ngā rerengamahi a ngā kaiwhakawhanake puta noa i te huringa ora pūmanawa katoa.
Āhuatanga matua
- Te tirohanga whānui o ngā tono me ngā hanganga e kapi ana i te mekameka tuku pūmanawa katoa me te whanaketanga pipelines
- Te whakatinanatanga aunoa o ngā kaupapa here haumarutanga, me te whakarite kia rite tonu te tono puta noa i ngā wāhanga whanaketanga katoa me te tautoko i te hanganga ture
Ko nga mea hei whakaaro
- Ko te arotahi matua ki te whakahaere i te mekameka tuku me pipeline security; kāore i te tino whānui te tiakitanga wā-oma me te kapinga i muri i te whakatinanatanga
- Me tāpiri atu ngā taputapu tāpiri ki ngā whakahaere e rapu ana i ngā āheinga matawai ngoikore hohonu.
Nō reira, me hiahia koe ki tētahi ASPM Taputapu?
I muri i te pānui i tēnei pou, kua mārama te whakautu: ASPM He mea nui ngā tūāpapa mō te whakahaere aunoa i te kimi me te whakatika i ngā mōrearea haumarutanga, ā, he mea nui hoki mō te pupuri i te tirotiro me te whakarite i ngā kaupapa matua i roto i ngā taiao whanaketanga e tere whanake ana e te AI. Ko te nuinga o ngā tīma DevSecOps ehara i te mea kāore he taputapu, engari he kore mārama. 78% o CISE ai ki a Os, he uaua te whakahaere i ngā mata whakaeke tono., 85% e kī ana kei te whakaroa te ngenge mataara i te ahunga whakamua o te whakatikatika, ā, 90% e kī ana he raruraru i waenganui i ngā tīma haumarutanga me ngā tīma whakawhanake. ASPM e whakatau ana i tēnā.
Ko te pātai tūturu ehara i te mea me hiahia koe ki tētahi ASPM taputapu, engari ko tēhea te mea e pai ana mō ngā hiahia o tō whakahaere. He whiringa matua a Xygeni mō ngā whakahaere e hiahia ana ki te tirotiro i te tūnga me te tiaki katoa i te mekameka tuku pūmanawa, tae atu ki te mata whakaeke AI e kore e taea e ngā taputapu AppSec tuku iho te whakatika.
Tūhurahia ēnei taputapu, aromatawaihia kia rite ki ngā hiahia haumarutanga me te taumata pakeketanga o tō whakahaere, ā, whiriwhiria te mea e homai ana ki a koe ehara i te mea ko te tirohanga anake engari ko te kaha ki te mahi i runga i tāu e kite ai. Mena kua rite koe ki te kite i te aha te kotahitanga, te mana o te AI ASPM te āhua o te tūāpapa i roto i te mahi, Xygeni e tuku ana i tētahi whakamātautau kore utu, kāore he kāri nama e hiahiatia ana.
Whakamātauria ngā Mahi Haumarutanga Whakapai Ake a Xygeni Inaianei!
FAQs
he aha te mea ASPM?
Application Security Posture Management (ASPM) he kaupapa haumarutanga e whakahaere tonu ana i te mōrearea o te tono mā te kohikohi, te tātari, me te whakarite i ngā kitenga haumarutanga mai i te huringa ora o te whanaketanga pūmanawa. Ka whakakotahi i ngā hua mai i SAST, SCA, DAST, IaC, te matawai i ngā mea ngaro, me ētahi atu taputapu ki roto i te tirohanga mōrearea kotahi, e whakarei ake ana i ngā kitenga me ngā horopaki pēnei i te āheinga ki te whakamahi me te pānga pakihi hei āwhina i ngā tīma ki te arotahi ki ngā mea tino nui.
He aha te rereke ASPM me te ASOC?
Ko te ASOC (Whakaritenga me te Hononga Haumarutanga Taupānga) i arotahi ki te whakakotahi me te hono i ngā kitenga o te matawai. ASPM Ka whakawhānui ake i tēnei mā te tāpiri i te whakatauranga mōrearea horopaki pakihi, ngā rerengamahi whakatika a ngā kaiwhakawhanake, ngā ia o te tūnga haumarutanga, te tirohanga ki te mekameka tuku, me te mahere hanganga ture, ka waiho hei huarahi tino whānui ake ki te whakahaere haumarutanga tono.
He aha te rereke ASPM me te CNAPP?
Ko te arotahi matua a CNAPP (Cloud-Native Application Protection Platform) ko te hanganga kapua me te haumarutanga wā-haere. ASPM e arotahi ana ki te paparanga tono me te huringa ora o te whanaketanga pūmanawa, e kapi ana i te waehere, ngā whakawhirinakitanga, pipelinengā tukanga hanga me te hanga. Kei te piki haere te tautoko o ēnei e rua, kaua ki te whakataetae.
He aha ngā āhuatanga matua o tētahi ASPM taputapu?
Ko te mea tino nui ASPM he whakahaere whakaraeraetanga kotahi ngā āheinga puta noa i te katoa SDLC, te whakarite i ngā kaupapa matua mōrearea e aratakina ana e te AI mā te whakamahi me te pānga pakihi, te whakatikatika aunoa, te whakahaere kaupapa here me te whakatinanatanga o ngā ture, he maeneene CI/CD te whakaurunga, me te tirohanga haumarutanga kotahi mai i te waehere ki te kapua. I tēnei wā o te AI, kei te piki haere te hiranga o te whakahaere i te tūnga Haumarutanga AI me te kimi wawe i ngā pūmanawa kino.
Pehea e ASPM whakaiti i te ngenge mataara?
ASPM Ka whakaiti i te ngenge mataara mā te tango i ngā kitenga mai i ngā matawai maha, ka whakarei ake i aua kitenga ki te horopaki ngāwari me te whakamahi, me te tātari i te haruru kia arotahi noa ngā tīma ki ngā ngoikoretanga e tūpono ana ki te mōrearea tūturu. Engari i ngā mano tini kitenga mata, ka whiwhi ngā tīma i tētahi rārangi poto, kua whakaritea mō ngā mea e tika ana kia whakatikahia.
He aha te AI-SPM?
Ko te Whakahaere Tū Haumarutanga AI (AI-SPM) te toronga o ASPM ngā mātāpono ki ngā rawa AI, ngā tauira, ngā kaihoko, ngā tūmau MCP, ngā huinga raraunga, me ngā taputapu waehere AI. Ka kitea, ka rārangihia hoki ngā rawa AI katoa i roto i te whakahaere, ka tatau i ō rātou mōrearea ki ngā anga pēnei i te OWASP LLM Top 10 me te MCP Top 10, ā, ka whakaputa i tētahi AI-BOM mō ngā kaupapa arotake me te hanganga ture.
He aha te AI-BOM?
Ko te Pire Rauemi AI (AI-BOM) he rarangi rauemi ka taea te pānui e te mīhini o ia rawa AI i roto i te whakahaere. SDLC, tae atu ki ngā tauira, ngā huinga raraunga, ngā kaihoko, ngā tūmau MCP, me ngā taputapu waehere AI, me ō rātou whanaungatanga, ngā kaute mōrearea, me te mahere ture. Kei te tere haere te noho hei rite o te wā AI ki te SBOM ā, e piki haere ana te hiahiatia kia tutuki ai ngā whakaritenga e ai ki te Ture AI a te EU.
Me pēhea taku whiriwhiri i te mea tika ASPM taputapu?
Tīmata mā te aromatawai i te kapinga o tō taputapu o nāianei me ngā āputa kei reira. Ko ngā whakaaro matua ko te hiahia ki te matawai taketake, ki te whakakotahitanga parakore rānei, te pakeketanga o ō rerengamahi DevSecOps, te mahi i roto i tētahi taiao ture e hiahia ana ki ngā anga ture motuhake, me te whakamahi rānei ō tīma i ngā taputapu waehere AI e whakauru ana i ngā mata whakaeke hou. Ko ngā whakahaere he uaua ngā mekameka tuku me te whanaketanga e peia ana e te AI ka tino whai hua mai i ngā tūāpapa pēnei i a Xygeni e kapi ana i ngā mea tuku iho. ASPM me te whakahaere tūnga Haumarutanga AI i roto i te tūāpapa kotahi.
