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AI cidenw bɛ ka lamɛnni dege — wa a bɛ fɛn bɛɛ Changé jago kama

A san caman kɔnɔ , AI cidenw bɛ baara kɛ fɔlɔ sɛbɛnni diɲɛ kɔnɔ . U bɛ sɛbɛnw kalan, ka batakiw lajɛ, ka rapɔɔriw dilan, ka baarakɛcogo kɛ otomatiki la — o bɛɛ kɛra kan sɛbɛnnenw fɛ. Nka dancɛ kura dɔ bɛ ka bɔ kɛnɛ kan min bɛ layidu ta ko a bɛna jagokɛlaw bɛ jɛɲɔgɔnya kɛ cogo min na ni otomatiki hakilitigi ye, o cogoya caman sɛmɛntiya kokura: odio. Baarakɛminɛnw dilannikɛlaw ka baarakɛminɛn minnu bɛ se ka AI cidenw dɛmɛ u ka se ka mankanw baara, k’u sɛgɛsɛgɛ, k’u sɛbɛn, k’u labɛn, olu bɛ kɔgɔ joona, wa a nɔfɛkow ka bon kosɛbɛ jagokɛlaw hakɛ bɛɛ la. Ni i ka AI ciden tɛ se k’i ka kiliyan ka bataki kalan dɔrɔn, nka k’u ka kumakansɛbɛn fana lamɛn, ka jɛkulu ka lajɛ dɔ lajɛ, walima ka podɔkasi profesɛri dɔ labɛn ka bɔ bulɔgu sɛbɛn dɔ kɔnɔ, baarakɛcogo seko bɛ caya kosɛbɛ.

Baro min bɛ kɛ AI cidenw ye lamɛnni baarakɛminɛnw lamini na, o bɛ ka fanga sɔrɔ kosɛbɛ yiriwalikɛlaw ka jɛkuluw kɔnɔ, ni jɔlikɛlaw bɛ ka yɛrɛmahɔrɔnya cidenw labɛncogo sɛgɛsɛgɛ ni lamɛntaw seko barikamaw ye. Nin tɛ fɛɛrɛko ɲinini dɔrɔn ye — a bɛ ɲɛtaa waleyali jira tɔnw bolo minnu bɛ u jigi da telefɔni weleli kan, lajɛw, kumakan sɛbɛnniw, ani lamɛntaw kɔnɔkow kan, k’u kɛ u ka don o don baara dɔ ye.

Ajansiw ka fɔlikɛminɛnw bɛ min kɛ tiɲɛ na

AI cidenw ka fɔlikɛminɛn ye a jɔyɔrɔba ye seko modulariw kulu ye minnu b’a to yɛrɛmahɔrɔnya ciden bɛ se ka baara kɛ ni fɔlifɛnw ni sɛrɛkiliw ye i n’a fɔ a bɛ baara kɛ cogo min na kaban ni sɛbɛnniw ni kunnafonidilanw ye. A ka c’a la, o baarakɛminɛnw bɛ kuma-sɛbɛnni-sɛbɛnni, sɛbɛnni-sɛbɛnni-sɛbɛnni-sɛbɛnni, mankan-cogo caman tigɛli, mankan dɔgɔyali, kumakanfɔlaw ka diarization (k’a dɔn jɔn ye mun fɔ), ani tuma dɔw la hali dusukunnataw sɛgɛsɛgɛli kankan fɔcogo kan.

Min bɛ nin baarakɛminɛn ninnu kɛ danfara ye ni sɛbɛnni API jɔlenw ye, o ye agent-native design ye. Sani a ka ɲini baarakɛla fɛ a ka mankan baarakɛcogo kelen-kelen bɛɛ labɛn ni bolo ye, baarakɛminɛnw bɛ sekow jira i n’a fɔ baarakɛminɛn danfaralenw, AI ciden bɛ se ka minnu wele a yɛrɛma ka da baara kan min bɛ a bolo. Ciden min ka baara ye "kunun kiliyanw ka weleli kuncɛlen" ye, o bɛ se ka a yɛrɛma ka odio-dosiyɛriw ta, k'u sɛbɛn, ka kumalasebagaw dɔn, ka wale jɔnjɔnw bɔ, ka kuncɛlen dɔ lajɛ — o bɛɛ kɛra k'a sɔrɔ hadamaden ma don a sen kelen-kelen bɛɛ la.

A ka c’a la, fɛɛrɛbɔ bɛ tugu plugin walima middleware misali dɔ kɔ, yɔrɔ min na odio baarakɛminɛnw bɛ don ciden karamɔgɔya la min bɛ yen. O kɔrɔ ye ko jagokɛlaw minnu bɛ baara kɛ ni otomatiki basigilen ye kaban, olu bɛ se k’u ka sistɛmuw janya ni fɔli seko ye k’a sɔrɔ u ma jɔ kokura ka bɔ fɛn fɔlɔ la.

Jagokɛlaw ka baara kɛcogo duuru minnu b' o kɛ wale ye

Lamɛnnikɛla minnu bɛ se ka lamɛ , olu nafa lakika bɛ jɛya n' i ye fɛɛrɛ in kariti kɛ don o don jagokɛcogo la . Ninnu tɛ hakilinata ye — u bɛ baarakɛcogo jira, baarakɛda ba caman bɛ minnu ɲɛnabɔ sisan bolo la walima ni baarakɛminɛnw ye minnu tilalen don.

1. Lajɛ hakilila otomatiki : ciden dɔ bɛ fara i ka wideyow weleli kan, ka baro sɛbɛn waati yɛrɛ la, ka walefɛnw dɔn kumalasela fɛ, ka baara kɛtaw gɛrɛ i ka porozɛ ɲɛnabɔli siratigɛ la. Kɔnpɔsitɛriw b’a fɔ ko u bɛ lɛrɛ 4-6 mara dɔgɔkun kɔnɔ ɲɛmɔgɔ kelen-kelen bɛɛ la lajɛw tuguni dɔrɔn kan.
2. Kiliyanw ka baarakɛyɔrɔ weleli sɛgɛsɛgɛli : Sani QA misali ta k’a sɔrɔ a ma kɛ cogo si la, ciden dɔ bɛ dɛmɛ weleli 100% baara, ka mɔgɔ minnu ka hakilina juguw, sariya labatoli koɲɛw, walima feereli siraw bɛ minnu na, olu darapo. SaaS baarakɛda cɛmancɛ dɔ y’a ye ko weleli bɛɛ sɛgɛsɛgɛli sanni ka kɛ 5% ye, o ye dɔ fara u ka kalanko sira dɔntaw kan ni 1400% ye.
3. kan-ka-CRM kunnafoniw doncogo : Feerekɛlaw bɛ kumakan sɛbɛn segin 90 kɔnɔ kiliyanw ka lajɛ kɔfɛ, ani ciden dɔ b’a sɛbɛn, ka mɔgɔw ka kunnafoniw bɔ, ka bɛnkan nafa, fɛɛrɛ nataw, ka CRM sɛbɛn kura don a yɛrɛma.
4. kan caman lamɛntaw kɔnɔkow labɛnni kokura : Podɔkasi yɔrɔ kelen walima webinar sɛbɛnni bɛ sɛbɛn, ka baara kɛ kan caman na, ka segin ka wuli ka kɛ lamɛntaw ye ni kumasenw labɛncogo ye min mankan bɛ bɔ a yɛrɛ la — ka kɔnɔkow yɔrɔ kelen tigɛli kɛ tan ni fila ye.
5. Mankansɛbɛnw sɛgɛsɛgɛli ni u bilasirali : Jagokɛlaw ka kumakansɛbɛnw bɛ sɛbɛn, ka tila tila ka kɛɲɛ ni kɔrɔtɔko ni baarakɛda ye, ka bila ka taa ekipu mɔgɔ kinin fɛ ni sɛbɛnni kuncɛlen ye, o bɛ don o don kumakansɛbɛnw sɛgɛsɛgɛli kɛcogo ban pewu.

Jɛkabaara gɛlɛya — ani mun na i ka jago kulu nafa ka bon

Teori bɛ tiɲɛ kunbɛn yɔrɔ min na , o filɛ nin ye : odio baarakɛminɛn nafa ka bon dɔrɔn i n' a fɔ a ni i ka jago baara tɔw cɛsira . Transcription min sigilen bɛ a dan na, o ye sɛbɛnni dɔrɔn de ye. Sɛbɛnni min bɛ CRM sɛbɛn dɔ kura ye a yɛrɛma, ka tugu-tugu-baara dɔ daminɛ i ka porozɛ tablo kɔnɔ, ka fatura dɔ labɛn ka da fɛnw kan minnu bɛ baro kɛ, ani ka jɛɲɔgɔnya sɛbɛn i ka kiliyan tariku kɔnɔ — o ye baarakɛcogo ye.

O de y’a to tigitigi jagokɛyɔrɔ modulariw bɛ nafa sɔrɔ fɛn dilanni na ni a bɛ tali kɛ cidenw ka baarakɛcogo lamɛntaw tali la. Plateformes i n’a fɔ Mewayz, minnu bɛ CRM, fatura, poroze ɲɛnabɔli, HR, ani jago modulu 200 ni kɔ wɛrɛw fara ɲɔgɔn kan sigida kelen kɔnɔ, olu bɛ so dafalen di cidenw ma minnu bɛ se ka mɛnni kɛ. Ni i ka sɛbɛnnikɛlan ni i ka CRM sigilen bɛ ekosisɛti kelen kɔnɔ, kunnafoniw bɛ woyo k’a sɔrɔ u ma baara kɛ ni ladamu jɛ-ka-baara ye. Feere weleli kuncɛlen min bɛ dilan lamɛnnikɛla dɔ fɛ, o bɛ se ka bɛnkansɛbɛnw fa o yɔrɔnin bɛɛ, ka pibiliki taabolo caman caman cili daminɛ, ani ka tugu-tugu-walew boloda — o bɛɛ bɛ kɛ yɔrɔ kelen kɔnɔ i ka kulu bɛ baara kɛ ni min ye kaban don o don.

Fɛn wɛrɛ — ka mankan baarakɛminɛn jɔlen dɔ siri ɲɔgɔn na ni CRM danfaralenw ye, faturaw, ani porozɛw ɲɛnabɔli baarakɛminɛnw APIw fɛ — o bɛ se ka kɛ fɛɛrɛko siratigɛ la nka a bɛ ladonni doni ni kunnafonidilanw da minnu bɛ dimi ka taa a fɛ waati tɛmɛnen kɔfɛ. Jagokɛla 138.000+ minnu bɛ baara kɛ kaban kɛnɛ kelen kɔnɔ, ka odio agent sekow fara u kan, o bɛ kɛ baarakɛcogo kɔrɔw janya ye sanni ka kɛ jɛkafɔ porozɛ kura ye.

Fɛɛrɛko jateminɛba minnu ka kan ka kɛ sani i ka jɔ

N'i bɛ ka odio baarakɛminɛnw jateminɛ i yɛrɛ ka cidenw ka baarakɛcogo la, ko nafama damadɔ ka kan ka jateminɛ ka tɛmɛ fɛnw sɛgɛsɛgɛli sɛbɛn kan. yiriwalikɛlaw ka jɛkulu ye kalan nafamaw bɔ kɛnɛ kan diɲɛ kɔnɔ waleyali fɛ minnu nafa ka bon ka don i kɔnɔ sani i ka i yɛrɛ bila fɛɛrɛ dɔ la.

ye

"Ekipuw bɛ filiba min kɛ ni fɔlikɛlaw ye, o tɛ ka sɛbɛnnikɛcogo jugu sugandi — o bɛ ka kɔn ka baara kɛli nafa dɔgɔya. Mankan dɔgɔyali, fɔlikan janyalenw tilatilali ka ɲɛ, ani fɔcogo normalisation sanni ciden yɛrɛ k’a ka baara daminɛ, o bɛ se ka jiginɛ tiɲɛni ɲɛ ka taa a fɛ ni 30-40% ye. Baarakɛminɛnw ka kan ka nin ko in ɲɛnabɔ a yɛrɛma, a man kan k’a to a dilabaga bolo."

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ka kɔn baarakɛcogo ɲɛ , aw ye nin fɛɛrɛko siratigɛw jateminɛ :

• Latency vs. accuracy tradeoffs : Waati yɛrɛ la sɛbɛnni bɛ misali wɛrɛw de wajibiya ka tɛmɛ batch processing kan . Ni i ka baarakɛcogo ye weleli ɲɛnama kalanni ye, i mago bɛ streaming dɛmɛni na ni sub-second latency ye. N’i bɛ kunun lajɛ sɛbɛnnenw baara, i bɛ se ka baara kɛ ni misaliw ye minnu ka surun, minnu bɛ tiɲɛ.
• Kunnafoni diyarasiyɔn jogo : k' a dɔn jɔn ye min fɔ mɔgɔ caman ka baro la , o bɛ to gɛlɛya gɛlɛnw dɔ ye . Baarakɛminɛnw bɛ danfaraba don tilebɔcogo ɲuman na, kɛrɛnkɛrɛnnenya la ni kumalasela ka ca ni mɔgɔ 3-4 ye walima ni lajɛdenw ka kan cogoya bɛ ɲɔgɔn ta.
• Kan dɛmɛni juguya : Baarakɛminɛn caman bɛ "kan 100+" laseli kɛ nka a jogo bɛ jigin kosɛbɛ sanfɛ 10 kɔfɛ.N’i ka jago bɛ baara kɛ mara caman kɔnɔ, i k’i ka kan yɛrɛyɛrɛw kɔrɔbɔ kosɛbɛ sanni i ka da jago fɔlenw na.
• Muɲu hakɛ la : mankan baara ye jatebɔ musaka ye . Baarakɛminɛn min bɛ warimisɛnw bɔ miniti kelen kɔnɔ ni prototype scale ye, o bɛ se ka kabako wari bɔ ni a bɛ lɛrɛ kɛmɛ caman kɛ weleli yɔrɔ lamɛntaw baara kalo o kalo. I ka fɔlikan makɔnɔnen modeli kɛ joona.
• Dɔnniya dogolenw ni sigiyɔrɔmako : Tuma caman na , kunnafoni minnu bɛ fɔ lamɛntaw kɔnɔ , kiliyanw ka kunnafoni nafamaw bɛ sɔrɔ . Aw ye aw jija baarakɛminɛnw bɛ dɛmɛ don yɔrɔ la baarakɛcogo la walima kunnafonidilanw sigiyɔrɔma wajibiyalenw na minnu bɛ tali kɛ aw ka baarakɛyɔrɔ ni dugukolo cogoya la.

ka bɔ fɔli baara la ka taa fɔli hakilila la

Lamɛnni baarakɛminɛnw taamacogo cidenw ye, o bɛ min kɛ ni AI baarakɛminɛnw ye minnu sinsinnen bɛ sɛbɛnniw kan san saba tɛmɛnenw kɔnɔ, olu jira. An y’a daminɛ ni seko jɔnjɔnw ye — sɛbɛnnikɛcogo tun bɛ bɛn sɛbɛnni bɔli ma. Nka foro in bɛ ka taa teliya la ka taa fɛn fɛ min bɛ se ka fɔ dɔrɔn ko lamɛnni hakili : cidenw minnu tɛ kuma caman tigɛli dɔrɔn ka kɛ sɛbɛnni ye nka u bɛ kuma fɔlenw kɔnɔkow, u kɔnɔkow ani u nɔfɛkow faamuya tiɲɛ na.

Miiri k’a filɛ, ciden dɔ bɛ miniti 45 feereli weleli lamɛn, k’a sɔrɔ a t’a sɛbɛn dɔrɔn, nka a b’a jira ko mɔgɔ kɔnɔnajɛla ye ɲɔgɔndankɛla dɔ ka sɔngɔko fɔ siɲɛ saba, ka sigasiga jira waleyali waatibolodacogo la, ka jaabi ɲuman di ROI baro ma. O ciden bɛ o kɔfɛ, a bɛ bɛnkan in ka se sɔrɔli seko ladilan a yɛrɛma i ka CRM kɔnɔ, ka tugu-tugu- bataki dɔ sɛbɛn min bɛ waatiboloda haminanko ɲɛfɔ, ka sɔngɔko intel (intel competitive pricing intel) taamasiyɛn i ka fɛn dilannenw jɛkulu ye. Nin hakililata hakɛ in bɛ se ka sɔrɔ kaban ni sisan fɛɛrɛbɔ ye — danfara bɛ baarakɛminɛnw de la minnu b’a to a bɛ se ka sɔrɔ ni AI injiniyɛri jɛkulu kɛrɛnkɛrɛnnen tɛ.

Jagokɛyɔrɔ minnu bɛna nafa sɔrɔ kosɛbɛ, olu ye minnu ka lamɛntaw ka jɛɲɔgɔnya hakɛ ka ca — feerekɛlaw ka jɛkulu minnu bɛ weleli 50+ kɛ don o don, dɛmɛnyɔrɔw minnu bɛ tikiti ba caman ɲɛnabɔ, ladilikan baaradaw minnu bɛ kɛ ka kiliyanw ka lajɛw kɛ kɔfɛ, walima kunnafonidilaw ka tɔn minnu bɛ lamɛnni kɔnɔkow dilan tuma bɛɛ. o jɛkuluw fɛ, hali ni bololabaarakɛlaw ka fɔlikan baarakɛcogo dɔgɔyara 20%, o bɛ baara kɛ ni warimara nafama ye.

Ka daminɛ ni ɛntɛrinɛti tɛmɛnen tɛ

kɔrɔbɔli min bɛ kɛ ni fɛɛrɛ kura o fɛɛrɛ kura ye , o ye ka labanko laban jateminɛ k' a ɲini k' a bɛɛ jɔ siɲɛ kelen . Ni cidenw bɛ se ka mɛnni kɛ, fɛɛrɛ hakilitigi ye ka daminɛ ni baarakɛcogo kelen ye, min nafa ka bon, ka dɔ fara a kan ka bɔ yen. Lamɛnni kɛcogo min bɛ bolola waati caman ta sisan i ka jɛkulu kɔnɔ — jagokɛla fanba fɛ, o ye sɛbɛnni kɛli walima weleli sɛbɛnni ye — o sugandi k’o kɛ otomatiki ye fɔlɔ.

A daminɛ ni fɔlikanw bilali ye i ka jagokɛyɔrɔ kɔrɔ la. N’i ​​bɛ baara kɛ ni sistɛmu kelen ye i n’a fɔ Mewayz, o kɔrɔ ye k’i ka odio baarakɛcogo bɔli ni moduluw cɛsiri i jigi bɛ minnu kan kaban: CRM ka ɲɛsin feereli weleli ma, poroze ɲɛnabɔli ka ɲɛsin lajɛ walew fɛnw ma, HR ka ɲɛsin ɲininkali sɛbɛnniw ma, walima i ka jatebɔ sitɛmu ka ɲɛsin lajɛw tugu-tugu-sɛbɛnw ma. Laɲini ye ka odio data kɛ jamanaden fɔlɔ ye i ka baarakɛcogo la, a kana kɛ silo danfaralen ye min bɛ bololabaarakɛlaw ka bɔrɔsi wajibiya.

AI cidenw ka lamɛnni baarakɛminɛnw labɛncogo bɛ daminɛ na hali bi fo baarakɛminɛnw bɛna ɲɛtaa sɔrɔ kosɛbɛ kalo 12-18 nataw kɔnɔ . Nka jagokɛlaw minnu bɛ baarakɛcogo minnu bɛ lamɛnni dɔn, olu jɔli daminɛ sisan — hali ni baarakɛminɛn dafabaliw bɛ u bolo — olu bɛna nafa sɔrɔ sigicogo la. U bɛna kunnafonidilanw sɔrɔ, jɛkulu ka delinankow, ani sigida dɔnniyaw walasa ka misali ɲumanw ta u selen. Danfara min bɛ tɔn minnu ni ɲɔgɔn cɛ, minnu bɛ odio jate iko jago kunnafoniw minnu bɛ se ka waleya, ani minnu b’a to a ka sigi kumakansɛbɛnw kɔnɔ ani sɛbɛnnikɛlanw kɔnɔ, o bɛna bonya dɔrɔn ka bɔ yan.

Ɲininkali minnu bɛ kɛ tuma caman na

AI cidenw ka lamɛnni baarakɛminɛn ye mun ye ?

Odio baarakɛminɛn dɔ bɛ se di AI cidenw ma u ka se ka kumakan fɔlenw baara, k’u sɛbɛn, k’u sɛgɛsɛgɛ, k’u labɛn sanni u k’u jigi da sɛbɛnni dɔrɔn kan. O kɔrɔ ye ko cidenw bɛ se ka telefɔni weleli, lajɛw, kumakan cikanw, ani lamɛnni sɔrɔyɔrɔ wɛrɛw lamɛn — o kɔfɛ, u bɛ fɛɛrɛ tigɛ ka da u bɛ min mɛn. Jagokɛlaw fɛ, o bɛ otomatiki seko barikamaw da wuli i n’a fɔ weleli kuncɛcogo waati yɛrɛ la, kiliyanw dɛmɛni ni kumakan ye, ani dusukunnataw sɛgɛsɛgɛli kuma fɔlenw kɔnɔ.

AI ciden minnu bɛ se ka mɛnni kɛ, olu bɛ se ka nafa don ne ka jago la cogo di ?

Lamɛnnikɛlaw bɛ se ka baara minnu kɛ otomatiki la, baara minnu tun bɛ hadamadenw ka lamɛnni wajibiya fɔlɔ — ka feereli weleli sɛbɛn, ka sariya labatoli koɲɛw taamasiyɛn, ka lajɛw kuncɛlenw lawuli, ani ka kiliyanw ka ɲininkaliw bila sira kan minnu sinsinnen bɛ kan kan. O bɛ dɔ bɔ bololabaara la ani ka jaabi waatiw teliya. Plateforme minnu bɛ i n’a fɔ Mewayz, n’u ka modulu 207 bɛ daminɛ $19/mo la, olu bɛ AI otomatiki don ɲɔgɔn na kaban jago baarakɛcogo bɛɛ la, o b’a to a ka nɔgɔn ka odio baarakɛcogo ni i ka baarakɛcogo kɔrɔw cɛsiri.

Yala ne mago bɛ fɛɛrɛko dɔnniya la walasa ka odio AI baarakɛminɛnw waleya wa ?

Bi lamɛntaw baarakɛminɛnw bɛ ka caya ka taa a fɛ ka ɲɛsin baarakɛlaw ma, ni APIw ye minnu dilannen don ka kɔn sɛbɛnniw, sɛbɛnni-ka-kuma, ani fɔlifɛnw sɛgɛsɛgɛli kama. Plateforme no-code ani low-code caman fana bɛ ka audio seko dɔw fara a kan. N’i bɛ baara kɛ ni jagokɛla ka OS bɛɛ lajɛlen ye kaban i n’a fɔ Mewayz, i bɛ se ka AI otomatiki baarakɛcogo jɔlenw ta k’a sɔrɔ i ma kode sɛbɛn, o kɔfɛ, i bɛ baarakɛcogo janya ni fɔlifɛnw faralen ye ɲɔgɔn kan n’i magow bɛ ka bonya.

sɛnɛyɔrɔ jumɛnw bɛ nafa caman sɔrɔ AI lamɛntaw labɛnni na ?

kiliyanw ka baara , feereli , kɛnɛyako , sariyako , ani kunnafonidilaw ka baarakɛyɔrɔw de bɛ nɔba ye . Weelekɛyɔrɔw bɛ se ka baro ba caman sɛbɛn u yɛrɛma ani k’u sɛgɛsɛgɛ. Feerekɛlaw bɛ weleli hakilinaw sɔrɔ o yɔrɔnin bɛɛ. Kɛnɛyabaarakɛlaw bɛ sɛbɛnw nɔgɔya ka bɔ banabagatɔw ka jɛɲɔgɔnyaw la. Jagokɛyɔrɔ o jago bɛ a jigi da kumaɲɔgɔnya kumakan kan — k’a ta daminɛ na ka se baarakɛda ma — o bɛ se ka musakaw dɔgɔya ani ka tiɲɛni yiriwa n’a y’a to AI ka lasigidenw ka baarakɛcogo lamɛntaw ɲɛnabɔ.