Pengo ry'ubuhanga bwa AI mu bigo: 80% bifite agents, 11% bigeze ku rwego rugari

Kwakira AI ntibikiri intandaro y'inkuru. Hejuru ya 80% by'ibigo biri mu Fortune 500 bifite AI agents zikora, kandi Gartner iteganya ko 40% by'porogaramu z'ibigo zizaba zifite agents zagenewe imirimo yihariye bitarenze impera y'uyu mwaka. Inkuru nyayo ni icyuho kiri inyuma y'iyo mibare: hafi 11% gusa mu bigo byose ni byo bigeze ku rwego rwo gukora mu buryo bugari koko. Buri wese afite igerageza (pilot). Ni bake cyane bafite sisitemu nyayo.

Igerageza ryiza mu kwerekana ibintu (demo) n'sisitemu wakwizera ngo ikorane n'umukiriya nyawe ni ibintu bibiri bitandukanye. Ababaye 11% ni bo bubatse iya kabiri.

Impamvu imishinga myinshi ya agents idindira

Gartner iteganya ko hejuru ya 40% by'imishinga ya agentic AI izaba yasheshwe bitarenze impera ya 2027. Gutsindwa kwayo ntikuva cyane kuri model. Kuva ku bidukikije bayikikije: nta nzira igaragaza ibyakozwe igihe hakenewe gusobanura icyemezo, nta buryo bwo guhagarika agent igihe yitwaye nabi, nta muntu ukurikirana ibikorwa bifite ingaruka zikomeye, kandi nta gupima niba koko yakijije igihe cyangwa amafaranga.

• Gukurikirana (observability): buri gikorwa agent ikora kirandikwa, kigaragaza uwagikoze, kandi gishobora gusuzumwa nyuma yacyo.
• Inzitizi (guardrails): agent ikorera mu mipaka isobanutse, ifite uburenganzira bw'amakuru n'ibikoresho bushingiye ku nshingano z'umukozi.
• Kuzamura ikibazo (escalation): ibikorwa bifite ingaruka nyinshi bijyanwa ku muntu, kandi hari uburyo busobanutse bwo guhagarika agent burundu.
• Ubukungu: urwego fatizo rupimwa mbere yo gutangira, kugira ngo itandukaniro (amasaha yakijijwe, ingaruka zagabanutse) rigaragare neza.

Imiyoborere ni igicuruzwa, si impapuro gusa

Biroroshye kubona ibigenzura nk'ibikoresho byo kubahiriza amategeko byongerwa ku musozo. Ibyo binyuranyije n'ingaruka nyazo. Mu gukora, urwego rw'imiyoborere ni rwo rutuma agent ishobora gukoraho ibintu by'ingenzi, kandi ni rwo rugena niba agent izana agaciro koko. Agent idafite imiyoborere igarukira ku mirimo ifite ingaruka nke; agent iyoborwa neza ishobora kwizerwa imirimo igeza ku ntego.

Aha ni ho hava n'ibisheshwa muri 2027. Ibigo byubaka nta miyoborere mu 2026 ni byo bihagarika imishinga yabyo mu buryo bucecetse nyuma y'amezi cumi n'umunani, igihe impanuka ya mbere ituma kutagira ibigenzura bitashoboka kwirengagizwa.

Pima amasaha, si amarangamutima

Intego y'AI mu bigo ni ubukungu. Pima urwego fatizo (umurimo umara igihe kingana iki uyu munsi, mbere yo gutangira), hanyuma upime itandukaniro nyuma yaho. Amasaha yakijijwe n'ingaruka zagabanutse ni yo mibare isobanura impamvu y'ishoramari ry'icyiciro gikurikiyeho. Ishyaka ntirigira aho rihurira n'igipimo, kandi inama z'abayobozi zatangiye kubibona: imishinga irokoka isuzumwa ry'ingengo y'imari ni iyinjira ifite itandukaniro rigaragara, aho kuba iyerekana gusa.

Umwanya wa HOWF

Tubaka agents nk'uko ba 11% babikora: zishingiye ku makuru yanyu mu mipaka yanyu, zifite gukurikirana no kuzamura ikibazo guhera ku ntambwe ya mbere, kandi zipimwa hakurikijwe urwego fatizo rwapimwe. Model ni ikintu cyoroshye. Sisitemu iyikikije ni yo mirimo nyirizina, kandi ni yo itandukanya agent mugerageza n'iyo mukoresha mu buryo buhoraho.