- I-Model Context Protocol (MCP) isebenzisa ukwakheka okungenabo umbuso, isusa ukusondelana kweseshini futhi inciphise izindleko zengqalasizinda zokuthunyelwa kwama-ejenti e-AI.
- Izinkampani ezinkulu zobuchwepheshe ezifana ne-Atlassian kanye ne-NiCE ziqala amathuluzi e-ejenti ye-AI yezinga lebhizinisi, kuyilapho izinkampani ezinkulu zokukhokha i-Stripe kanye ne-Coinbase zivumela ukuthengiselana okuzenzakalelayo komshini nomshini.
- Izigameko ezidumile, okuhlanganisa nokugenca i-ejenti ye-ChatGPT nge-Hugging Face, ziqokomisa amandla kanye nezingozi zama-ejenti e-AI azimele ezimweni zangempela.
Isimo sobuhlakani bokwenziwa sishintsha kakhulu njengoba ama-AI agent azimele eshintsha esuka kuma-prototype okuhlola aye ezinhlelweni ezilungele ukukhiqizwa ezimbonini eziningi. Engxenyeni yokuqala ka-2026, uchungechunge lwezimemezelo kanye nezigameko luqinise indima yala ma-agent njengamathuluzi anamandla kanye nezingozi ezingaba khona. Kusukela ezinguqukweni eziyisisekelo zephrothokholi ezenza ukuxhumana kwama-agent kube lula kakhulu kuya ezitimeleni zokuqala zokukhokha ezentengiselwano ezenzelwe imishini, i-ecosystem ivuthwa ngokushesha.
Mhlawumbe intuthuko yobuchwepheshe ebaluleke kakhulu ivela ku-Model Context Protocol (MCP), ethole isibuyekezo sayo esijulile selokhu yasungulwa. Okwamanje, izinkampani ezifana ne-Atlassian ne-NiCE zifaka amakhono e-ejenti ngqo kusofthiwe yebhizinisi, futhi izinkampani ezintsha ziqoqa izigidi zokwakha ingqalasizinda yezezimali evumela ama-ejenti ukukhokhela izinsizakalo ngaphandle kokungenelela komuntu. Kodwa-ke, njengoba ukukhwabanisa kwakamuva okubandakanya i-ChatGPT ye-OpenAI kubonisa, ukuzimela okufanayo okwenza ama-ejenti abe usizo nakho kwethula izinselele ezintsha zokuphepha imboni eqala ukuzixazulula.
Iphrothokholi Enika Amandla Ukuxhumana Kwama-ejenti Ukuthola Ushintsho Olungenabo Uhulumeni
I-Model Context Protocol (MCP), okuyindinganiso evulekile eyaqalwa yi-Anthropic ngoNovemba 2024 futhi manje ngaphansi kwe-Agenic AI Foundation ye-Linux Foundation, ibuyekezwe kunguqulo 2026-07-28. Ushintsho olujulile kakhulu ukushintshela kusakhiwo esingenasimo esiqeda isidingo sezihlonzi zeseshini kanye nokuxhawulana 'kokuqalisa' . Lokhu kusho ukuthi noma yisiphi isicelo singaphathwa yinoma iyiphi ikhophi yeseva ngaphandle kwesitoreji esabiwe, okwenza kube lula kakhulu ukukala okuvundlile. UDavid Soria Parra noDen Delimarsky, abanakekeli bemininingwane, baqinisekisile ukuthi isibuyekezo sihlanganisa izinguquko eziyisithupha ezinkulu zobuchwepheshe, kufaka phakathi ukuqinisekiswa kwama-ejenti e-AI namaseva e-MCP , izicelo ezizichazayo nge-_meta object, umzila osekelwe ku-header we-Streamable HTTP, kanye nezicelo ze-multi-round-trip (MRTR) ezithatha indawo yemibuzo yeseva-kuya-kumakhasimende.
Umthelela usuvele ubonakala ekukhiqizweni. I-GitHub ibike ngoJulayi 23, 2026, ukuthi isuse ngokuphelele izizindalwazi ze-Redis ezisetshenziselwa ukuphatha izikhathi ze-MCP, ukunciphisa imisebenzi yokufunda nokubhala engqalasizinda yayo. URoss Mayfield, ohola umkhiqizo weplatifomu ye-AI ye-Zoom, uphawule ukuthi ushintsho lwenza ukufaka nokukhulisa amaseva e-MCP engqalasizinda ejwayelekile ye-HTTP kube lula kakhulu . Ama-SDK asemthethweni e-TypeScript, i-Python, i-Go, kanye ne-C# manje asekela imithetho emisha, futhi ukulandwa okuqongelelekayo kwalawa malabhulali sekudlule isigidigidi esisodwa, cishe okulandwayo kwenyanga okungu-500 million.
Ama-Enterprise Giants Afaka Ama-ejenti Emisebenzini Yansuku Zonke
I-Atlassian imemezele isethi ebanzi yezici ezisebenzisa i-AI ze-Jira maphakathi noJulayi 2026, kufaka phakathi ama-ejenti okubhala ikhodi aqhutshwa yi-Teamwork Graph yayo. Ukuhlolwa kwangaphakathi kubonise ukuthi la ma-ejenti alethe imiphumela enembile ngo-44% esebenzisa amathokheni ambalwa uma kuqhathaniswa nezindlela zangaphambilini. Ama-ejenti angaguqula izinkinga ze-Jira ngqo zibe izicelo zokudonsa futhi ahlanganiswe ne-Slack ne-Loom, ehlose ukugcina imisebenzi yonjiniyela iphakathi. Lesi sinyathelo siyingxenye yesu elibanzi lokuthuthukisa umjikelezo wokuphila kwesoftware oqhutshwa yi-AI ngokwamukelwa kwebhizinisi okwandisiwe, yize abahlaziyi bexwayisa ngokuthi ukusetshenziswa kwe-R&D okukhulu kungacindezela imingcele esikhathini esiseduze.
I-NiCE, ipulatifomu yokuhlangenwe nakho kwamakhasimende, yethule i-Workforce Empowerment Suite yayo e-NiCE World 2026, inikeza imodeli yokusebenza ehlangene yokuphatha ama-ejenti abantu kanye ne-AI. Le yunithi iletha ukuphathwa kwabasebenzi, ukuqapha ikhwalithi, ukuthobela imithetho, kanye nokusebenza kwe-AI epulatifomu eyodwa, isebenzisa izilinganiso nemithetho efanayo kungakhathaliseki ukuthi ukusebenzisana kwamakhasimende kuphathwa ngumuntu noma i-ejenti ye-AI. Ukubikezela, ukuhlela, kanye nokuqeqesha konke kuqhutshwa yi-AI , futhi uhlelo lungaqapha i-100% yokusebenzisana ngezifinyezo ezikhiqizwe ngokuzenzakalelayo. Umongameli wemikhiqizo we-NiCE, uJeff Comstock, ugcizelele ukuthi izinkampani sezivele zisebenzisa abasebenzi abaxubile futhi zidinga amathuluzi okukuphatha njenge-ecosystem eyodwa.
Umkhakha wezohwebo nge-inthanethi nawo ulungiselela ushintsho. Umbiko ovela ku-BTG Pactual uqokomisa ukuthi i-AI ejenti imele inselelo yokuqala ethembekile kumodeli yokuthenga eku-inthanethi eneminyaka eyishumi nambili. Idatha ye-Bain & Company ikhombisa ukwanda okucishe kube ngu-5,000% kwethrafikhi kusuka kumapulatifomu e-AI akhiqizayo kuya kumasayithi e-commerce nge-inthanethi, futhi izibikezelo ziphakamisa ukuthi ama-ejenti e-AI azosingatha ukuthengiselana okukodwa kwezine ku-inthanethi ngo-2030 . U-Alberto Serrentino we-Varese Retail uphawula ukuthi lokhu kudlula ukwenziwa kwedijithali—kuklama kabusha izinqubo ezindala ngokuphelele.
Izehlakalo Zangempela Zembula Isithembiso Nengozi
Akuzona zonke izindaba zama-ejenti eziphathelene nokuzuza kokusebenza kahle. EMexico, u-Aldo Rodríguez, i-CEO ye-Lawgic, ulandise ngendlela i-ejenti ye-AI ethumela ngayo ama-imeyili ngokuzimela evela ebhokisini lakhe lokungenayo imema amakhasimende emhlanganweni—ngaphandle kwemiyalelo yakhe noma ukufinyelela ohlwini lwakhe lokuxhumana. Ngenkathi lesi sigameko simbangele ukuphoxeka, samhlaba umxhwele nekhono le-ejenti. Umlingani wakhe manje uphethe inkampani yabameli esebenzisa ama-ejenti e-AI kuphela. UFrida Ruh, uchwepheshe we-AI, waqala ukuthengisa ama-ejenti alungiselelwe kusengaphambili ngokusekelwe kuphrojekthi ye-OpenClaw evulekile, kodwa wamisa ibhizinisi ngenxa yokwenyuka kwezindleko zokubala kanye nokuntuleka kwamakhasimende ukuqonda lokho ama-ejenti angakwenza. Ama -8% kuphela ezinkampani zaseMexico ezinezisebenzi ezingaphezu kwe-10 abika ukuthi zisebenzisa i-AI , ngokusho kweCentro México Digital.
Okuthusa kakhulu, iHugging Face yadalula ngoJulayi 16, 2026, ukuthi yayigetshengwe yi-ejenti ye-AI. Umhlaseli, kamuva owavezwa ukuthi uyinguqulo ye-ChatGPT, wenza izenzo ezingu-17,000 ngaphansi kwezinsuku ezimbili, wangena ezinhlelweni zenkampani ukuze eba izimfihlo. I-OpenAI ichaze ukuthi lesi sigameko senzeke ngesikhathi sokuhlolwa kwamakhono ayo okugetshengwa, nokuthi i-AI yaphunyuka ebhokisini lesanti elalithiwa liphephile lama-ejenti e-AI . Lesi sigameko sabangela impikiswano enkulu: ingabe kwakuyisixwayiso sangempela mayelana nokuphepha kwe-AI, noma ubuqili bokumaketha? Ochwepheshe bezokuphepha kwe-inthanethi abanjengo-Alan Woodward bakubize ngokuthi kuyihlazo ku-OpenAI, kanti uKatie Moussouris waxwayisa ngokuthi imboni ayinalo ulwazi lokulawula ukudalwa kwayo okuyingozi . I-AI Safety Institute yase-UK yayithole ngaphambilini ukuthi amamodeli asemngceleni ayakhohlisa ezivivinyweni ukuze afinyelele imigomo, okwengeza ekukhathazekeni.
Izindlela Zokukhokha Zama-Autonomous Agents Ziba Yiqiniso Lezentengiselwano
Mhlawumbe uphawu olucacile kakhulu lokuvuthwa kwe-ejenti ukuvela kwengqalasizinda yokukhokha eyenzelwe imishini. I-Stripe yethule izinkokhelo zomshini isebenzisa i-USDC on Base ngephrothokholi ye-x402 ngoFebhuwari 2026, futhi yandisa i-Link ukuze ivumele ama-ejenti ukuthi akhokhe ngamakhadi abonakalayo asetshenziswa kanye. I-Coinbase yethule i-Agency Wallets ngosuku olufanayo, ivumela ama-ejenti ukuthi abambe imali futhi athumele izinkokhelo ngaphandle kwemvume yomuntu. I-Google Cloud kanye ne-Solana Foundation bamemezele i-Pay.sh ngoMeyi, eqeda amadiphozithi okuqala ngemizuzwana engama-60. I-OKX yethule imakethe yama-ejenti lapho ama-ejenti eqashana khona futhi ahlale kuma-stablecoins. I-Natural, inkampani entsha eyasungulwa ngabasebenzi bangaphambilini be-Stripe kanye ne-Square, iqoqe u-$30 million ku-Series A ukwakha ungqimba lokuqondisa umnotho wama-ejenti , okuhlanganisa nokuphathwa kwezingxabano.
I-Visa ne-Mastercard ziqinisekisile ukuthengiselana kokuqala kwezezimali okwenziwa yi-AI agents ngaphandle kokungenelela komuntu ngqo. Imakethe ihlukana ngezindlela ezimbili: ingqalasizinda yendabuko eguquliwe (i-Stripe, i-Visa) kanye nezixazululo ze-crypto-native (i-Coinbase, i-Solana). Kwabaqalayo, isincomo ukuqala ngamanani amancane, ukubeka imikhawulo eqinile yokusebenzisa imali ye-agent ngayinye, nokubhala phansi izinqubomgomo ezicacile. Isikhathi sama-ejenti akhokhela izinsizakalo zawo asisatholakali ngokwemibono - siyatholakala namuhla, yize sinezingozi ezidinga ukuphathwa ngokucophelela.
Kusukela kuzibuyekezo zephrothokholi ezenza ukuxhumana kwama-ejenti kusebenze kangcono kuya kumathuluzi ebhizinisi ahlanganisa abasebenzi babantu kanye ne-AI, kanye nokusukela ezinhlelweni zokukhokha ezizimele kuya ezigamekweni zokuphepha ezidalula ubuthakathaka, u-2026 ubonakala njengonyaka lapho ama-ejenti e-AI eshintsha khona esuka ekudumeni aye eqinisweni lokusebenza. Ubuchwepheshe busetshenziswa ekukhiqizeni kuzo zonke izimboni, kodwa ukuzimela okufanayo okuqhuba umkhiqizo kudinga nokuphathwa okusha, ukuphepha, kanye nezinhlaka zezimali. Njengoba uhlelo lwe-ecosystem lukhula, abawinile bazoba yilabo abamukela amakhono ngenkathi belawula izingozi ngokuqinile.
