top of page

ืžื’ื–ื™ืŸ ื”ืฉื™ื•ื•ืง ื”ื‘ื™ื ืœืื•ืžื™

ืžื” ืขื•ื“ ื ื™ืชืŸ ืœืขืฉื•ืช ื›ื“ื™ ืฉืœืงื•ื—ื•ืชื™ื›ื ื™ื”ื™ื• ืžืจื•ืฆื™ื ื•ืœื ื™ื ื˜ืฉื•

ื‘ื“ ื‘ื‘ื“ ืขื ื”ืงื•ืฉื™ ื‘ืžื›ื™ืจื•ืช ื‘ืชืงื•ืคืช ื”ืงื•ืจื•ื ื”, ื—ื‘ืจื•ืช ืจื‘ื•ืช ื’ื™ืœื• ืืช ื—ืฉื™ื‘ื•ืชื ื”ืขืฆื•ืžื” ืฉืœ ืœืงื•ื—ื•ืช ืงื™ื™ืžื™ื ื•ื”ื•ืงื™ืจื• ืืช ื”ืžืืžืฆื™ื ืœืฉืžืจ ืื•ืชื. ืžื ื”ืœื™ื ืจื‘ื™ื ืชื•ื”ื™ื ืžื” ืขื•ื“ ื”ื ื™ื›ื•ืœื™ื ืœืขืฉื•ืช ื›ื“ื™ ืฉืœืงื•ื—ื•ืชื™ื”ื ื™ื”ื™ื• ืžืจื•ืฆื™ื ืžื”ืžื•ืฆืจ ื•ืžื”ืฉื™ืจื•ืช?

ื™ื’ืืœ ื›ื”ืŸ, ืžื ื›ืดืœ ื—ื‘ืจืช ื”ืžื—ืงืจ LINX Market Intelligence, ืžืกืคืจ ืขืœ ืžื ื”ืœื™ื ืฉื‘ื—ืจื• ื‘ืžืฉื™ืžื•ืช ืžื—ืงืจื™ื•ืช ื•ืžื•ื“ื™ืขื™ื ื™ื•ืช ื›ื“ื™ ืœื”ืคื—ื™ืช ืืช ืื—ื•ื–ื™ ื ื˜ื™ืฉืช ื”ืœืงื•ื—ื•ืช ืฉืœ ื—ื‘ืจื•ืชื™ื”ื, ื‘ื‘ื—ื™ื ืช ื“ืคื•ืก ืžื—ืฉื‘ื” ืฉืœ ืคืขื•ืœืช ืžื ืข ืคืฉื•ื˜ื” ื•ืงืฆืจื” ืฉื™ื›ื•ืœื” ืœื—ืกื•ืš ืชืงื•ืคื” ืงืฉื” ื•ืืจื•ื›ื” ืฉืœ ื‘ืงืจืช ื ื–ืงื™ื.


ื”ื”ืกืชื‘ืจื•ืช ืœืžื›ื•ืจ ืœืœืงื•ื— ืงื™ื™ื ื”ื™ื 60-70%, ื•ืจืง 5-20% ืœืžื›ื•ืจ ืœืœืงื•ื— ืคื•ื˜ื ืฆื™ืืœื™ ื—ื“ืฉ (ืžืงื•ืจ: ISS), ื›ืš ืฉื‘ืขื•ื“ ืจื•ื‘ ืžืฉื™ืžื•ืช ื ื™ืชื•ื— ืฉื•ื•ืงื™ื ื•ืžื•ื“ื™ืขื™ืŸ ืชื—ืจื•ืชื™ ืžืชืžืงื“ื•ืช, ื•ื‘ืฆื“ืง, ื‘ืืคืฉืจื•ืช ืœื”ื’ื“ื™ืœ ืžื›ื™ืจื•ืช ื•ืœืจื›ื•ืฉ ืœืงื•ื—ื•ืช ื—ื“ืฉื™ื, ืœื”ืœืŸ ืืจื‘ืข ื“ื•ื’ืžืื•ืช ืœืžื”ืœื›ื™ื ืฉืขืฉื•ื™ื™ื ืœืฉืžื•ืจ ื•ืœืžื ื•ืข ื ื˜ื™ืฉื” ืฉืœ ืœืงื•ื—ื•ืช ืงื™ื™ืžื™ื.


1. ืœืฉืœื•ื˜ ื‘ื ืจื˜ื™ื‘

ื‘ืื•ืงื™ื™ื ื•ืก โ€‹โ€‹ื”ืื“ื•ื ืฉืœ ืฉื•ืง ืจื•ื•ื™ ืžืชื—ืจื™ื, ืžื™ืœื•ืช ืžืคืชื— ื—ื“ืฉื•ืช ืžื•ืฉื›ื•ืช ืชืฉื•ืžืช ืœื‘. ืœืžืขืœื” ืž -50% ืžื”ืชื•ื›ืŸ ืฉืœ ืžื•ืชื’ื™ื ืžื•ื‘ื™ืœื™ื ื’ืจื•ืข ื•ืœื ืจืœื•ื•ื ื˜ื™ ืœืœืงื•ื—ื•ืช, ื•ืจืง ื‘-72% ืžื”ืžืงืจื™ื ื™ืฉ ืžืชืื ื‘ื™ืŸ ื™ืขื™ืœื•ืช ื”ืชื•ื›ืŸ ืœืžืฉืžืขื•ืช ื”ืžื•ืชื’ (ืžืงื•ืจ: Vivendi). ื›ืฉื”ืœืงื•ื—ื•ืช ืžืงืฉื™ื‘ื™ื ื•ืจื•ืฆื™ื ืœืืžืฅ ื—ื“ืฉื ื•ืช, ื”ืžืชื—ืจื™ื ืฉืœื›ื ื™ื›ื•ืœื™ื ืœื ืฆืœ ื–ืืช ื•ืœื”ืคื•ืš ืชื›ื•ื ื” ื—ื“ืฉื” ื‘ื˜ื›ื ื•ืœื•ื’ื™ื” ืฉืœื”ื ืœืฉื™ื ื•ื™ ื”ืžื’ืจืฉ ื”ืฉื™ื•ื•ืงื™ ืฉืœื”ื, ืืคื™ืœื• ืื ื”ื™ื ื™ื—ืกื™ืช ืฉื•ืœื™ืช. ืžื™ ืžืื™ืชื ื• ืœื ื ืชืงืœ ืœืื—ืจื•ื ื” ื‘ืžื•ื ื—ื™ื ื›ืžื• AI, Machine Learning, Analytics ื›ื“ื‘ืจ ื”ื’ื“ื•ืœ ื”ื—ื“ืฉ? ืœื›ืŸ, ืฉื™ืžื• ืœื‘ ืœืฉื™ื ื•ื™ื™ื ื‘ื ื™ืกื•ื— ื”ื”ื•ื“ืขื•ืช ืฉืœ ื”ืžืชื—ืจื™ื ืฉืœื›ื ื•ื”ื’ื™ื‘ื• ื‘ื”ืชืื.


2. ืžื™ื ื•ืฃ ื”ื—ืกืจื•ื ื•ืช ืฉืœ ื”ืžืชื—ืจื™ื

ื”ื›ื™ืฉืœื•ื ื•ืช ืฉืœ ื”ืžืชื—ืจื” ืฉืœื›ื ื”ื ืื—ื“ ื”ื›ืœื™ื ื”ื˜ื•ื‘ื™ื ื‘ื™ื•ืชืจ ืฉืœืš ืœืฉืœื™ื˜ื” ืขืœ ื ื˜ื™ืฉืช ืœืงื•ื—ื•ืช. 34% ืžื”ืœืงื•ื—ื•ืช ืœืขื•ืœื ืœื ื™ืงื ื• ืžื•ืชื’ ืœืื—ืจ ื—ื•ื•ื™ื” ืจืขื” ืื—ืช ื‘ืœื‘ื“ (ืžืงื•ืจ: Oracle), ื›ืš ืฉื‘ืืžืฆืขื•ืช ืžืขืงื‘ ืื—ืจ ื”ื‘ื™ืงื•ืจื•ืช ื”ืฉืœื™ืœื™ื•ืช ืขืœ ืžื•ืฆืจื™ ื”ืžืชื—ืจื” ืฉืœื›ื, ืชื•ื›ืœื• ืœื”ืชื›ื•ื ืŸ ืœื—ื•ืกืจ ืฉื‘ื™ืขื•ืช ืจืฆื•ืŸ ืคื•ื˜ื ืฆื™ืืœื™ ื‘ืงืจื‘ ืœืงื•ื—ื•ืชื™ื›ื. ื–ื™ื”ื•ื™ ื ื›ื•ืŸ ืฉืœ ื“ืคื•ืกื™ ื‘ื™ืงื•ืจืช ื ืคื•ืฆื™ื ื”ื•ื ื”ื“ืจืš ื”ื ื›ื•ื ื” ืœื—ืงื•ืจ ื”ื™ื˜ื‘ ืืช ื”ื—ืกืจื•ื ื•ืช ืฉื™ืฉ ืœืœืงื•ื—ื•ืช ืœื•ืžืจ ืขืœ ื”ืคืชืจื•ื ื•ืช ื”ืืœื˜ืจื ื˜ื™ื‘ื™ื™ื, ืื•ืชื ื›ื“ืื™ ืœืžืกื•ืจ ืœืฆื•ื•ืชื™ ื”ืžื›ื™ืจื•ืช ื•ื”ืฉื™ื•ื•ืง ืฉืœื›ื ื›ื“ื™ ืœื”ืชื™ื™ื—ืก ืืœื™ื”ื ื‘ื—ื•ื›ืžื”, ื•ืœื”ืฉืคื™ืข ืœืฉืœื™ืœื” ืขืœ ืžืงื‘ืœื™ ื”ื”ื—ืœื˜ื•ืช ืžื‘ื—ื™ืจืช ืคืชืจื•ื ื•ืช ืืœื” ืขืœ ืคื ื™ ืฉืœื›ื.

ืฉื™ืœื•ื‘ ืชื•ื‘ื ื•ืช ืืœื• ื‘-Battle Cards ื™ืกื™ื™ืขื• ื‘ืื•ืคืŸ ืคืขื™ืœ ืœื ืฆื™ื’ื™ ืžื›ื™ืจื•ืช ื‘ื”ื ื—ื™ื™ืช ืœืงื•ื—ื•ืช ืคื•ื˜ื ืฆื™ืืœื™ื™ื ืœืจืื•ืช ื‘ื‘ื”ื™ืจื•ืช ืืช ื”ืขืจืš ื‘ืคืชืจื•ืŸ ืฉืœื›ื ื•ืœืขื‘ื•ืจ ืžืื™ื ืจืฆื™ื” ืœื”ื—ืœื˜ื”.


3. ืฉื™ืžื•ืฉ ื‘ืกื™ืคื•ืจื™ ื”ืฆืœื—ื” ืฉืœ ืœืงื•ื—ื•ืช

ืกื™ืคื•ืจื™ ืœืงื•ื—ื•ืช ื ืจืื™ื ื›ื›ืœื™ ืฉื™ื•ื•ืงื™ ืคืฉื•ื˜ ื•ื‘ื ืืœื™, ืืš ื ื™ืชืŸ ืœื ืฆืœ ืื•ืชื ื‘ืฆื•ืจื” ื—ื›ืžื”. 62% ืžื”ืœืงื•ื—ื•ืช ืžืฉืชืคื™ื ืื ืฉื™ื ืื—ืจื™ื ื‘ื—ื•ื•ื™ื•ืชื™ื”ื ื”ืจืขื•ืช (ืžืงื•ืจ: Salesforce), ื•ืœื›ืŸ ื‘ืจื•ืจ ืฉืฉื•ื•ื” ืœื”ืฉืงื™ืข ืืช ื”ื–ืžืŸ ืœื”ื‘ื™ืŸ ืžืœืงื•ื—ื•ืช ืžื“ื•ืข ื”ื ืžืจื•ืฆื™ื, ืืš ืœื ืจืง ื›ื“ื™ ืœืœืžื•ื“ ืžื” ื’ื•ืจื ืœื• ืœื”ื™ืฉืืจ, ืืœื ื’ื ืœื”ืขืœื•ืช ืืช ื ืืžื ื•ืช ื”ืœืงื•ื— ื‘ืคื•ืขืœ (ื™ืฉ ื™ื•ืชืจ ื˜ื•ื‘ ืžืœืงื•ื— ืฉืžืฉื›ื ืข ืืช ืขืฆืžื• ืœื”ื™ืฉืืจ?) ืืœื ื’ื ื‘ืžื•ื‘ืŸ ืชื—ืจื•ืชื™: ื”ืŸ ื™ื›ื•ืœื™ื ืœื™ื™ื“ืข ืืชื›ื ื›ืืฉืจ ื”ืžืชื—ืจื™ื ืคื•ื ื™ื ืืœื™ื”ื, ื•ืœืกืคืจ ืžื” ื”ื ืžืฆื™ืขื™ื.


4. ื ืชื— ืืช ื”ืฆื“ ื”ื‘ื™ืงื•ืฉ

ื ื™ืชื•ื— ืฆืจื›ื™ ื”ืœืงื•ื— ื™ื›ื•ืœ ืœืขื–ื•ืจ ืœื›ื ืœื—ื“ื“ ืืช ื”ื”ื‘ื ื” ืœื’ื‘ื™ ืœืงื•ื—ื•ืช ืงื™ื™ืžื™ื ื•ืืคื™ืœื• ืœื—ื ืš ืื•ืชื ื‘ืืžืฆืขื•ืช ื“ื•ื’ืžืื•ืช ืœืฉื™ืžื•ืฉื™ื ืืœื™ื”ื ื”ื ืœื ื”ื™ื• ืžื•ื“ืขื™ื. ืžืฉื™ืžื” ืžื—ืงืจื™ืช ื›ื–ื• ืฉืœ ืคื™ืฆื•ื— ื”ืฆืจื›ื™ื ืฉืœ ืฆื“ ื”ื‘ื™ืงื•ืฉ ื™ื—ื–ืง ืขืœ ืžืืžืฆื™ื›ื ื‘ืคื™ืชื•ื— ืงื•ื ืกืคื˜, ื‘ืคื™ืชื•ื— ืžื•ืฆืจื™ื, ื‘ื ื™ืชื•ื— ืขืจืš, ื‘ืžื›ื™ืจื•ืช ื•ืขื•ื“. ืžืœื‘ื“ ื–ื™ื”ื•ื™ ืกื•ื’ื™ ื”ืฆืจื›ื™ื ื”ืฉื•ื ื™ื ืฉืœ ื”ืœืงื•ื— ืฉื”ื ื™ืชื•ื— ืขืฉื•ื™ ืœื”ื•ื‘ื™ืœ (ืžื—ื™ืจ, ืฉื™ืžื•ืฉื™ื•ืช, ื ื•ื—ื•ืช ื•ื›ื•ืœื™), ืชื•ื›ืœื• ืœืœืžื•ื“ ื›ื™ืฆื“ ืœืคืœื— ืืช ืงื”ืœ ื”ืœืงื•ื—ื•ืช ืฉืœื›ื ื•ืœื”ืคืขื™ืœ ืืกื˜ืจื˜ื’ื™ื™ืช ืฉื™ืžื•ืจ ืžืžื•ืงื“ืช.

ื›ืœื™ ื ืคื•ืฅ ืœื ื™ืชื•ื— ื›ื–ื” ื”ื•ื Customer Sentiment Analytics, ืฉืขื•ืฉื” ืฉื™ืžื•ืฉ ื‘ืžืชื•ื“ื•ืœื•ื’ื™ื•ืช ืžื—ืงืจ ืœืื™ืกื•ืฃ, ืกื˜ื ื“ืจื˜ื™ื–ืฆื™ื” ื•ื ื™ืชื•ื— ืžืฉื•ื‘ ื”ืœืงื•ื—ื•ืช ืขืœ ื”ืžื•ืฆืจื™ื ืื• ื”ืฉื™ืจื•ืชื™ื ื”ืฉื•ื ื™ื ื‘ืฉื•ืง.


ืขืงื‘ื• ืื—ืจื™ื™ ื•ื”ื™ืฉืืจื• ืžืขื•ื“ื›ื ื™ื ืขื ืžืชื•ื“ื•ืœื•ื’ื™ื•ืช, ืคืจืงื˜ื™ืงื•ืช, ื•ื˜ื™ืคื™ื ื‘ืฉื™ื•ื•ืง ื•ื‘ืžื›ื™ืจื•ืช ื‘ืขื•ืœื

  • LinkedIn
  • Facebook
  • Twitter
  • Instagram
  • YouTube
Michael Gally

ื”ืจืฆืื•ืช, ื”ื“ืจื›ื•ืช ื•ืื™ืžื•ืŸ ืžื ื”ืœื™ื

ื›ื™ืฆื“ ืœื”ืฆืœื™ื— ื‘ื—ื“ื™ืจื” ืœืฉื•ืง ื—ื“ืฉ? ื›ื™ืฆื“ ื’ื ื—ื‘ืจื” ื™ืฉืจืืœื™ืช ืงื˜ื ื” ื™ื›ื•ืœื” ืœืกื’ื•ืจ ืขืกืงื” ืขื ื—ื‘ืจื” ื’ื“ื•ืœื” ื‘ื—ื•“ืœ? ืื™ืš ืžืงื™ืžื™ื ืžืขืจืš ืœื™ื“ื™ื ืืคืงื˜ื™ื‘ื™? ืื™ืš ืžืืชืจื™ื ืฉื•ืชืคื™ื ืขืกืงื™ื™ื ื‘ื—ื•“ืœ?
ืœืจืฉื•ืชื›ื ืžื’ื•ื•ืŸ ื”ืจืฆืื•ืช ื‘ื ื•ืฉืื™ ืฉื™ื•ื•ืง, ืžื›ื™ืจื•ืช ื•ืคื™ืชื•ื— ืขืกืงื™ ื‘ื™ื ืœืื•ืžื™ ืžื•ืชืืžื•ืช ืœืฆืจื›ื™ื›ื.

 
 
bottom of page