ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช ืœืฉื™ืจื•ืช ืœืงื•ื—ื•ืช: ืื™ืš ืœื”ืฉืชืžืฉ ื‘-ChatGPT ื›ื“ื™ ืœื”ื’ื“ื™ืจ ืžื—ื“ืฉ ืืช ืžืฉื•ื•ืืช ืขืœื•ืช-ืชื•ืขืœืช ื‘ืžื•ืงื“ื™ื ื˜ืœืคื•ื ื™ื™ื

Generative-AI_-Redefining-the-Equation-of-Volume-Cost-in-Customer-Service

ืชื•ื›ืŸ ื”ืขื ื™ื™ื ื™ื

ื‘ืขื•ืœื ื”ื›ืœื›ืœื”, ื™ืฉ ืขืงืจื•ื ื•ืช ื‘ืกื™ืกื™ื™ื ืฉืจืง ืœืขื™ืชื™ื ืจื—ื•ืงื•ืช ืžื•ืคืจื™ื. ืื ื• ืžืงื‘ืœื™ื, ืœืœื ื”ื™ืกื•ืก, ืฉื›ื•ื—ื•ืช ื”ื”ื™ืฆืข ื•ื”ื‘ื™ืงื•ืฉ ืžืฉืคื™ืขื™ื ืขืœ ืžื—ื™ืจื™ื, ืฉืœื›ืกืฃ ื™ืฉ ืขืจืš, ื•ืฉื•ืง ืชื—ืจื•ืชื™ ื™ื›ื•ืœ ืœื”ื•ืจื™ื“ ืืช ื”ืขืœื•ืช ืคืจ ืžื•ืฆืจ. ืขืงืจื•ื ื•ืช ืืœื• ืžื ื—ื™ื ืืช ื”ื‘ืกื™ืก ืœื›ืœื›ืœื”.ย 

ืื‘ืœ ืžื” ืœื’ื‘ื™ ืขื•ืœื ืฉื™ืจื•ืช ื”ืœืงื•ื—ื•ืช? ื”ืื ื™ืฉ ืขื™ืงืจื•ืŸ ื™ืกื•ื“ ืœืขืกืงื™ื ืฉืžืชืžื•ื“ื“ื™ื ืขื ื›ืžื•ืช ืขืฆื•ืžื” ืฉืœ ืคื ื™ื•ืช ืœืงื•ื—ื•ืช? ื”ืชืฉื•ื‘ื” ื”ื™ื ื›ืŸ. ื›ืืฉืจ ื”ื™ืงืฃ ื”ืœืงื•ื—ื•ืช ื”ื•ืœืš ื•ื’ื“ืœ, ื—ื‘ืจื•ืช ื‘ื“ืจืš ื›ืœืœ ืคื•ืขืœื•ืช ืœื’ื™ื™ืก ืขื•ื“ ื ืฆื™ื’ื™ ืฉื™ืจื•ืช ื•ืชืžื™ื›ื” ืฉื™ื˜ืคืœื• ื‘ืคื ื™ื•ืช ื•ื™ื‘ื˜ื™ื—ื• ืฉื‘ื™ืขื•ืช ืจืฆื•ืŸ ืœืงื•ื—. ื–ื• ืžืฉื•ื•ืื” ืคืฉื•ื˜ื”: ื›ื“ื™ ืœืกืคืง ืฉื™ืจื•ืช ืžืฆื•ื™ืŸ ืœื™ื•ืชืจ ืœืงื•ื—ื•ืช, ื ื“ืจืฉื™ื ื™ื•ืชืจ ื ืฆื™ื’ื™ื.ย 

ื™ื•ืชืจ ืœืงื•ื—ื•ืช + ื—ื•ื•ื™ืช ืœืงื•ื— ื˜ื•ื‘ื” ื™ื•ืชืจ = (ื ืฆื™ื’ื™ ืฉื™ืจื•ืช)ยฒ

ื”ืื ืžืฉื•ื•ืื” ื–ื• ืขื“ื™ื™ืŸ ืชืงืคื”?ย 

ื›ืœ ื”ืกื™ืžื ื™ื ืžืฆื‘ื™ืขื™ื ืฉืื ื• ื—ื™ื™ื ื‘ืชืงื•ืคื” ืฉืœ ืฉื™ื ื•ื™ื™ื ืžืจื—ื™ืงื™ ืœื›ืช, ื‘ื” ื›ืœ ืžืฉื•ื•ืื” ื™ื›ื•ืœื” ืœื”ืฉืชื ื•ืช, ืชื•ืš ื”ืชืขืœืžื•ืช ืžื—ื•ืงื™ ื›ืœื›ืœื” ื‘ืกื™ืกื™ื™ื. ืœื“ื•ื’ืžื”: ื˜ื›ื ื•ืœื•ื’ื™ื•ืช Generative AI ื›ืžื• ChatGPT, ืžืฉื ื•ืช ืืช ืื•ืชื• ืื™ื–ื•ืŸ ืžื•ื›ืจ.

ื›ืขืช, ื™ืฉ ืžืฉื•ื•ืื” ื—ื“ืฉื” ื”ืžืืชื’ืจืช ืืช ื”ืกื˜ื˜ื•ืก-ืงื•ื• ื•ืžื’ื“ื™ืจื” ืžื—ื“ืฉ ืืช ื”ื™ื—ืก ื‘ื™ืŸ ืชืงืฉื•ืจืช ื”ืœืงื•ื—ื•ืช, ืขื•ื‘ื“ื™ ืฉื™ืจื•ืช ืœืงื•ื—ื•ืช, ื•ืฉื™ืจื•ืช ื‘ืจืžื” ื’ื‘ื•ื”ื”. ืฆ’ืื˜ื‘ื•ื˜ื™ื ืžื‘ื•ืกืกื™ AI ื›ืžื• ChatGPT, ืžืืคืฉืจื™ื ืœืืจื’ื•ื ื™ื ืœื”ื’ื“ื™ืจ ืžื—ื“ืฉ ืืช ื”ืžืฉื•ื•ืื” ื‘ื™ืŸ ืฉื™ืจื•ืช ืœืชืงืฉื•ืจืช ืขื ืœืงื•ื—ื•ืช. ืœืื•ืชื ืฆ’ืื˜ื‘ื•ื˜ื™ื – ื ืฆื™ื’ื™ื ืื•ื˜ื•ืžื˜ื™ื™ื ืื™ื ื˜ืœื™ื’ื ื˜ื™ื™ื, ื™ืฉ ืืช ื”ื™ื›ื•ืœืช ืœืฉื ื•ืช ืืช ื”ื“ืจืš ื‘ื” ื—ื‘ืจื•ืช ืžื ื”ืœื•ืช ืืช ื”ื’ื™ื“ื•ืœ ื‘ืœืงื•ื—ื•ืช ืœืฆื“ ืฉืžื™ืจื” ืขืœ ื™ืขื™ืœื•ืช ืขืกืงื™ืช.ย 

ืื•ื˜ื•ืžืฆื™ื” ืžื’ื“ื™ืจื” ืžื—ื“ืฉ ืืช ืžืฉื•ื•ืืช ืขืœื•ืช-ืชื•ืขืœืช

ืฉื™ืจื•ืช ืœืงื•ื—ื•ืช ื‘ืขืจื•ืฆื™ื ื“ื™ื’ื™ื˜ืœื™ื™ื ืฉื™ื ื• ื‘ืื•ืคืŸ ืžืฉืžืขื•ืชื™ ืืช ื—ื•ื•ื™ืช ื”ืœืงื•ื—. ื ืฆื™ื’ื™ื ื™ื›ื•ืœื™ื ื›ืขืช ืœื˜ืคืœ ื‘ืžื’ื•ื•ืŸ ืคื ื™ื•ืช ืœืงื•ื—ื•ืช ื‘ืขืจื•ืฆื™ื ืฉื•ื ื™ื, ื›ื•ืœืœ ื‘ื•ื•ื˜ืกืืค WhatsApp, ืคื™ื™ืกื‘ื•ืง, ืจืฉืฅื•ืช ื—ื‘ืจืชื™ื•ืช, ืฆ’ืื˜, ื•ื™ื“ืื• ื•ืขื•ื“. ืœืคื™ Drew Kraus, ืกื’ืŸ ื ืฉื™ื ื‘ื›ื™ืจ ื‘-Gartner: “ื”ืžืืžืฆื™ื ืœื”ื’ื“ื™ืœ ืืช ื”ืฉื™ืžื•ืฉ ื‘ืขืจื•ืฆื™ื ื“ื™ื’ื™ื˜ืœื™ื™ื ื•ืœืฉืคืจ ืชื”ืœื™ื›ื™ ืื•ื˜ื•ืžืฆื™ื” ื‘ืืžืฆืขื•ืช ื ื™ืชื•ื— ื ืชื•ื ื™ื, ืžื ื™ืขื™ื ืืช ื”ืฉืงืขื•ืช ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ื‘ืฉื™ืจื•ืช ืœืงื•ื—ื•ืช”. ื“ืจื• ืงืจืื•ืก ืžื“ื’ื™ืฉ ืืช ื”ื”ืฉืคืขื” ืขืœ ืฉื™ืจื•ืช ืœืงื•ื—ื•ืช ื•ื’ื ืขืœ ืชื”ืœื™ื›ื™ ืžื›ื™ืจื•ืช.

ื‘ืืžืฆืขื•ืช ืื•ื˜ื•ืžืฆื™ื” ืฉืœ ืžืกืข ื”ืœืงื•ื— ื•ืžืขื‘ืจ ืœืฉื™ืจื•ืช ื‘ืืžืฆืขื•ืช ื‘ื•ื˜, ื ื™ืชืŸ ืœืคืชื•ืจ ืื•ื˜ื•ืžื˜ื™ืช ืขื“ 90% ืžื”ืคื ื™ื•ืช ื”ื—ื•ื–ืจื•ืช. ืœื›ืŸ, ื—ื‘ืจื•ืช ืคื•ืขืœื•ืช ืœื”ืคื ื•ืช ืืช ื”ื ืฆื™ื’ื™ื ืฉืœื”ื ืœื”ื–ื“ืžื ื•ื™ื•ืช ืžื›ื™ืจื” ื•ืฆืžื™ื—ื”, ื‘ืžืงื•ื ืœื”ืชืขืกืง ื‘ืฉื™ื—ื•ืช ืœืงื•ื— ื—ื•ื–ืจื•ืช.ย 

ืฉื™ื ื•ื™ ืคืจื“ื™ื’ืžื” ื–ื” ืฉื—ืจืจ ืืจื’ื•ื ื™ ืฉื™ืจื•ืช ืžื”ืžื’ื‘ืœื•ืช ืฉืœ ืžืฉื•ื•ืืช “ืขืœื•ืช-ืชื•ืขืœืช”, ื•ื”ื™ื ืœื•ืงื—ืช ืืจื’ื•ื ื™ื ืœืขื™ื“ืŸ ื—ื“ืฉ ืฉืœ ืชืงืฉื•ืจืช ืื•ื˜ื•ื ื•ืžื™ืช. ืœืคื™ ื’ืจื˜ื ืจ, ืืกื˜ืจื˜ื’ื™ื™ืช ื ืฆื™ื’ ื“ื™ื’ื™ื˜ืœื™ โ€“ “Connected rep” ื‘ืฉื™ืจื•ืช ืœืงื•ื—ื•ืช ื™ื’ื“ื™ืœ ืืช ื”ื™ืขื™ืœื•ืช ืฉืœ ืžื•ืงื“ื™ ื”ืฉื™ืจื•ืช ื‘ื›-30%, ืขื“ 2026, ื•ื™ื ื™ื‘ ืชืžื•ืจื•ืช ืžืฉืžืขื•ืชื™ื•ืช.ย 

ื”ืžืคืชื— ืœื”ืฉื’ืช ื™ืขื™ืœื•ืช ืขืกืงื™ืช ื”ื•ื ื—ื“ืฉื ื•ืช ื˜ื›ื ื•ืœื•ื’ื™ืช. ื‘ืžืงื•ื ืœื ื”ืœ ืชืงืฉื•ืจืช ืขื ืœืงื•ื—ื•ืช ื‘ื›ืœ ืขืจื•ืฅ ื“ื™ื’ื™ื˜ืœื™ ื‘ื ืคืจื“, ืœื”ืงื™ื ืชื”ืœื™ื›ื™ ืื•ื˜ื•ืžืฆื™ื” ื‘ืžืขืจื›ืช ืื—ืจืช, ื•ืœืขื‘ื•ื“ ื‘-CRM ื‘ืžืงื‘ื™ืœ, ื™ืฉ ืœืขื‘ื•ื“ ืขื ืคืœื˜ืคื•ืจืžื” ื”ื›ื•ืœืœืช ืืช ื›ืœ ื”ื™ื›ื•ืœื•ืช ื”ืืœื•, ื•ื‘ืขืœืช ืื™ื ื˜ื’ืจืฆื™ื” ืžื•ื‘ื ื™ืช ืœ-CRM ื”ืืจื’ื•ื ื™. ื‘ืžื™ืœื™ื ืื—ืจื•ืช, ืคืœื˜ืคื•ืจืžืช ืื•ืžื ื™ืฆ’ืื ืœ ืžื‘ื•ืกืกืช AI ื›ืžื• CommBox, ื”ืžืืคืฉืจืช ืœืืจื’ื•ื ื™ื ืœื ื”ืœ ืืช ื›ืœ ืชืงืฉื•ืจืช ื”ืœืงื•ื—ื•ืช ืžืžืงื•ื ืื—ื“, ื™ืฉื™ืจื•ืช ืžืชื•ืš ื”-CRM.ย 

ืฆ’ืื˜ GPT – ืคืชืจื•ื ื•ืช Generative AI ืžื’ื“ื™ืจื™ื ืžื—ื“ืฉ ืืช ื”ืžืฉื•ื•ืื”ย 

ืžื” ืื ืชื•ื›ืœื• ืœื’ืฉืช ืœื›ืœ ืคื™ืกืช ืžื™ื“ืข ื•ืœื‘ืฆืข ื›ืœ ืคืขื•ืœื” ื‘ืœื—ื™ืฆืช ื›ืคืชื•ืจ? ื“ืžื™ื™ื ื• ืžืกืข ืœืงื•ื— ื”ืžื ื•ื”ืœ ืžืงืฆื” ืœืงืฆื” ื‘ืฆื•ืจื” ืžื™ื˜ื‘ื™ืช ื•ืžื•ืชืื ืื™ืฉื™ืช ืœืœืงื•ื—. ื•ื‘ืžืงื‘ื™ืœ, ืฆ’ืื˜ ื‘ื•ื˜ื™ื ืžื‘ื•ืกืกื™ AI ืฉืœื•ืžื“ื™ื ืืช ื›ื•ื•ื ื•ืช ื”ืœืงื•ื— ื•ืžืฉืคืจื™ื ืืช ื”ืžืขื ื” ื›ืœ ื”ื–ืžืŸ.ย 

ืžื™ื“ืข ืขืฆื•ื ืฉืื’ืจืชื ื‘ืืชืจ ื”ื—ื‘ืจื”, ื”ื›ื•ืœืœ ืžื•ืฆืจื™ื ื•ืฉื™ืจื•ืชื™ื ืฉื•ื ื™ื, ืžืกืžื›ื™ ืžื“ื™ื ื™ื•ืช, ืฉืืœื•ืช ื ืคื•ืฆื•ืช, ืชืกืจื™ื˜ื™ ืฉื™ื—ื” ื•ืขื•ื“, ื›ื‘ืจ ืžื•ื›ื ื™ื ื•ื›ืœ ืžื” ืฉืฆืจื™ืš ื”ื•ื ืœื”ืฉืชืžืฉ ื‘ื”ื ื‘ืฆื•ืจื” ื—ื“ืฉื ื™ืช. ืงื•ืžื‘ื•ืงืก ืžืืคืฉืจืช ืœื›ื ืœืกืจื•ืง ืืช ื›ืชื•ื‘ื•ืช ื”ืืชืจ ื•ืžืกืžื›ื™ื ืฉื•ื ื™ื ื•ืœื”ืขืœื•ืช ืืช ื›ืœ ื”ืžื™ื“ืข ืืœ ื‘ื•ื˜ AI ืžื‘ื•ืกืก GPT, ืชื•ืš ื“ืงื•ืช.ย 

ืขืจื•ืฆื™ ื”ืฉื™ืจื•ืช ื”ื“ื™ื’ื™ื˜ืœื™ื™ื ืฉืœื›ื ื™ืชืขื“ื›ื ื• ื‘ืื•ืคืŸ ืงื‘ื•ืข, ื”ืฆ’ืื˜ ื‘ื•ื˜ื™ื ื™ืœืžื“ื• ืžื›ืœ ืื™ื ื˜ืจืืงืฆื™ื” ืขื ืœืงื•ื— ื•ื™ืืคืฉืจื• ืœืœืงื•ื—ื•ืช ืฉืœื›ื ื—ื•ื•ื™ื” ื™ื™ื—ื•ื“ื™ืช ื”ืžืกืคืงืช ืžืขื ื” ืœืžืจื‘ื™ืช ื”ืฆืจื›ื™ื ื•ื”ืฉืืœื•ืช ืฉืœื”ื.ย 

ื‘ื ื•ืกืฃ, ื‘ื•ื˜ื™ื ืžื‘ื•ืกืกื™ AI ื™ื›ื•ืœื™ื ืœื”ืขืจื™ืš ืืช ื”ืžืกืœื•ืœ ื”ืžื™ื˜ื‘ื™ ื‘ื™ื•ืชืจ ืœืคืชื•ืจ ื›ืžืขื˜ ื›ืœ ืคื ื™ื™ืช ืœืงื•ื—, ืœื ื”ืœ ืืช ื”ืชื”ืœื™ืš ื‘ืขืฆืžื ืขื“ ืœืคืชืจื•ืŸ. ื™ืชืจื” ืžื›ืš, ื”ื ื™ื›ื•ืœื™ื ืœืกืคืง ืชื•ื‘ื ื•ืช ื•ื”ืžืœืฆื•ืช ืชืคืขื•ืœื™ื•ืช ืœื’ื‘ื™ ื”ืคืขื•ืœื•ืช ื”ื‘ืื•ืช ืฉื™ืฉ ืœื‘ืฆืข ืขืœ ืžื ืช ืœืฉืคืจ ืืช ื”ืžืขื ื” ื”ืงื™ื™ื, ื‘ื”ืชืื ืœืกื•ื’ ื”ืฉื™ืจื•ืช, ื”ืคื ื™ื™ื” ื•ื”ืžื—ืœืงื”.ย 

ืื™ืŸ ืกืคืง, ื”ืžืฉื•ื•ืื” ื”ืฉืชื ืชื”.

ืขื™ื“ืŸ ื—ื“ืฉ ืฉืœ ืฉื™ืจื•ืช ื•ื—ื•ื•ื™ืช ืœืงื•ื—ย 

ืœื›ืœื™ AI ื›ืžื• ืฆ’ืื˜ GPT ื™ืฉ ืคื•ื˜ื ืฆื™ืืœ ืขืฆื•ื ืœืฉื ื•ืช ืืช ื—ื•ื•ื™ืช ื”ืœืงื•ื—, ื•ื”ื•ื ืžืฆื™ืข ืœืœืงื•ื—ื•ืช ืขืฆืžืื•ืช ื•ื—ื•ืคืฉื™ื•ืช ื‘ืืžืฆืขื•ืช ืฉื™ืจื•ืช ืขืฆืžื™ Self-Service ื‘ื›ืœ ืขืจื•ืฅ ื“ื™ื’ื™ื˜ืœื™ ื”ืžื•ืขื“ืฃ ืขืœื™ื”ื, ื‘ื›ืœ ื–ืžืŸ ื•ืžืงื•ื.ย 

ื›ืžื• ื‘ื›ืœ ืžื”ืคื›ื” ื˜ื›ื ื•ืœื•ื’ื™ืช, ื™ืฉ ืกืคืงื•ืช ื•ื—ืฉืฉื•ืช, ืื‘ืœ ื–ื• ื˜ื‘ืขื” ืฉืœ ื›ืœ ืžื”ืคื›ื”. ื‘ื›ืœ ืคืขื ืฉืื ื™ ืฉื•ืงืœืช ื›ื™ืฆื“ ืœื ื”ืœ ืืช ื—ื™ื™ ื”ืื™ืฉื™ื™ื ื•ื”ืขื‘ื•ื“ื” ืžื›ืฃ ื™ื“ื™, ืื ื™ ื ื–ื›ืจืช ื‘ื‘ื™ื˜ื—ื•ืŸ ื”ืขืฆืžื™ ืฉืœ ืกื˜ื™ื‘ ื‘ืœืžืจ ื›ืืฉืจ ื“ื—ื” ืืช ื”ื˜ืขื ื” ืœืคื™ื” ื”ืื™ื™ืคื•ืŸ ื™ืชืคื•ืก ื ืชื— ืฉื•ืง ืžืฉืžืขื•ืชื™.ย 

ื‘ืžืฆื™ืื•ืช ืฉืœ ื”ื™ื•ื, ืฉื™ืœื•ื‘ ื ื›ื•ืŸ ื‘ื™ืŸ ืชืงืฉื•ืจืช ืื•ืžื ื™ืฆ’ืื ืœ, ื”ื˜ืžืขื” ืงืœื” ืฉืœ ืžืขืจื›ื•ืช ื•ืื•ื˜ื•ืžืฆื™ื”, ื™ื›ื•ืœื™ื ืœื”ืฉืคื™ืข ื‘ืฆื•ืจื” ืžืฉืžืขื•ืชื™ืช ืขืœ ืฉื‘ื™ืขื•ืช ืจืฆื•ืŸ ื”ืœืงื•ื— ื•ื”ื ืืžื ื•ืช ืœืžื•ืชื’. ืœื ืจืง ื–ืืช, ืœื›ืœ ืื™ื ื˜ืจืืงืฆื™ื” ืขื ืœืงื•ื— ื™ืฉ ืคื•ื˜ื ืฆื™ืืœ ืœื”ื›ื ืกื” ืขืชื™ื“ื™ืช, ื‘ื™ื™ื—ื•ื“ ื›ืืฉืจ ืžืฉืœื‘ื™ื ืื•ื˜ื•ืžืฆื™ื” ื•ืงื‘ืœืช ื”ื—ืœื˜ื•ืช ืžื‘ื•ืกืกืช ื“ืื˜ื”. ื‘ืžืงื‘ื™ืœ, ื ื™ืชืŸ ืœื—ื–ืง ืืช ื”ื ืฆื™ื’ื™ื ื”ืื ื•ืฉื™ื™ื ื•ืœืžืงื“ ืืช ื”ืžืืžืฆื™ื ื”ืื ื•ืฉื™ื™ื ื‘ื”ื–ื“ืžื ื•ื™ื•ืช ืฆืžื™ื—ื” ื•ื—ื•ื•ื™ื•ืช ืœืงื•ื— ืžืฆื•ื™ื ื•ืช.ย 

ืื ื• ื‘ืคืชื—ื• ืฉืœ ืขื™ื“ืŸ ื—ื“ืฉ ืฉืœ ื—ื•ื•ื™ืช ืœืงื•ื—, ื”ืžื•ื ืข ืขืœ ื™ื“ื™ AI, ืืš ืžืคื•ืงื— ืขืœ ื™ื“ื™ ื ืฆื™ื’ื™ื ืื ื•ืฉื™ื™ื.ย 

ืžื•ื›ื ื™ื ืœืงื—ืช ืืช ื—ื•ื•ื™ืช ื”ืœืงื•ื— ืฉืœื›ื ืœืฉืœื‘ ื”ื‘ื ืขื ืคืœื˜ืคื•ืจืžืช ื”ืชืงืฉื•ืจืช ื”ืžื•ื‘ื™ืœื” ื‘ื™ืฉืจืืœ? ืชืืžื• ื”ื“ื’ืžื”.

ื”ื™ืฉืืจื• ื‘ืงืฉืจ

ืงื‘ืœ ืืช ื”ืžื’ืžื•ืช ื”ืื—ืจื•ื ื•ืช ื‘ืชืขืฉื™ื™ื” ื•ืฉื™ื˜ื•ืช ืขื‘ื•ื“ื” ืžื•ืžืœืฆื•ืช ื‘-CX, ื”ื•ื“ืขื•ืช ื•ืื•ื˜ื•ืžืฆื™ื” ื™ืฉื™ืจื•ืช ืœืชื™ื‘ืช ื”ื“ื•ืืจ ื”ื ื›ื ืก ืฉืœืš.

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