ืžื•ืคืขืœ ืข"ื™
Technology

ืกื ื˜ื ื“ืจ ื•ื™ื–ื” ืžืกื™ื™ืžื•ืช ืคื™ื™ืœื•ื˜ ืชืฉืœื•ืžื™ื ืžื‘ื•ืกืก ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช ืกื•ื›ื ืชื™ืช ื‘ืจื—ื‘ื™ ืืžืจื™ืงื” ื”ืœื˜ื™ื ื™ืช

ืฉืชื™ ื”ื—ื‘ืจื•ืช ื”ื•ื“ื™ืขื• ื›ื™ ืžืขืจืš ืฉืœ ืกื•ื›ื ื™ื ื”ืฉืœื™ื ืชืฉืœื•ืžื™ื ืžืงืฆื” ืœืงืฆื” ื‘ื—ืžื™ืฉื” ืฉื•ื•ืงื™ื ื‘ืจื—ื‘ื™ ืืžืจื™ืงื” ื”ืœื˜ื™ื ื™ืช. ืชื•ืš ื‘ื™ืฆื•ืข ืจื›ื™ืฉื•ืช ื‘ืชื ืื™ื ืžื‘ื•ืงืจื™ื ื•ื‘ื”ืชืื ืœื›ืœืœื™ ื”ืกื›ืžื” ื‘ืจื•ืจื™ื, ื”ืคื™ื™ืœื•ื˜ ืžืจืื” ื›ื™ ื ื™ืชืŸ ืœืฉืœื‘ ืกื•ื›ื ื™ ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช ื‘ืชืจื—ื™ืฉื™ ืคื™ื ื ืกื™ื ืžืกื•ืจืชื™ื™ื ืžื‘ืœื™ ืœืคื’ื•ืข ื‘ื”ื’ื ื•ืช ื”ืœืงื•ื—ื•ืช.

ื ื›ืชื‘ ืข"ื™
ืฉืชืฃ
ืกื ื˜ื ื“ืจ ื•ื™ื–ื” ืžืกื™ื™ืžื•ืช ืคื™ื™ืœื•ื˜ ืชืฉืœื•ืžื™ื ืžื‘ื•ืกืก ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช ืกื•ื›ื ืชื™ืช ื‘ืจื—ื‘ื™ ืืžืจื™ืงื” ื”ืœื˜ื™ื ื™ืช

ืกื ื˜ื ื“ืจ ื•ื™ื–ื” ืžื•ื‘ื™ืœื•ืช ืชืฉืœื•ืžื™ื ืกื•ื›ื ื™ื™ื ืžื‘ื•ืกืกื™ ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช ื‘ื—ืžื™ืฉื” ืฉื•ื•ืงื™ื ื‘ืืžืจื™ืงื” ื”ืœื˜ื™ื ื™ืช

ื—ื‘ืจื•ืช ืคื™ื ื˜ืง ืžืชื ืกื•ืช ื›ืขืช ื‘ื”ื›ื ืกืช ืกื•ื›ื ื™ ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช (AI) ืœืื™ื ื˜ืจืืงืฆื™ื•ืช ืžืกื•ืจืชื™ื•ืช ืขื ืฆืจื›ื ื™ื.

ืกื ื˜ื ื“ืจ, ืื—ื“ ื”ื‘ื ืงื™ื ื”ื’ื“ื•ืœื™ื ื‘ืขื•ืœื, ื”ื•ื“ื™ืข ืœืื—ืจื•ื ื” ืขืœ ื”ืฉืœืžืช ืคื™ื™ืœื•ื˜ ืฉื‘ื—ืŸ ืืช ื”ืฉื™ืžื•ืฉ ื‘ืกื•ื›ื ื™ ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช ืœื‘ื™ืฆื•ืข ืกื“ืจืช ืจื›ื™ืฉื•ืช ื‘ืฉื ืžืฉืชืžืฉื™ื ืื ื•ืฉื™ื™ื ื‘ืžืกืคืจ ืฉื•ื•ืงื™ื ื‘ืืžืจื™ืงื” ื”ืœื˜ื™ื ื™ืช.

ื‘ืคื™ื™ืœื•ื˜ ืฉื™ืชืคื” ืคืขื•ืœื” ื•ื™ื–ื”, ืฉืกื™ืคืงื” ืืช ื—ื‘ื™ืœืช Intelligence Commerce (VIC) ืฉืœื”, ื•ื‘ื ืชื” ืืช ื”ืชืฉืชื™ืช ื”ื ื“ืจืฉืช ืœื‘ื™ืฆื•ืข ื”ืขืกืงืื•ืช ื”ืœืœื• ื‘ืื•ืคืŸ ื‘ื˜ื•ื—, ืฉืงื•ืฃ ื•ืžื•ื ืข-ื”ืกื›ืžื”, ืชื•ืš ืขืžื™ื“ื” ื‘ืชืงื ื™ ืฆื™ื•ืช ื•ืื‘ื˜ื—ื”.

ื”ืกื•ื›ื ื™ื ืงื™ื‘ืœื• ื”ื•ืจืื” ืœืจื›ื•ืฉ ืกืคืจื™ื ื‘ืืจื’ื ื˜ื™ื ื”, ืฆโ€™ื™ืœื”, ืžืงืกื™ืงื• ื•ืื•ืจื•ื’ื•ื•ืื™, ื‘ืขื•ื“ ืฉื‘ื‘ืจื–ื™ืœ ื”ื•ื ื—ื• ืœืงื ื•ืช ืฉื•ืงื•ืœื“ื™ื.

ื”ืคื™ื™ืœื•ื˜ ื”ื ื™ื‘ ืืช ื”ืชื•ื›ื ื™ืช ื”ืฆื™ื‘ื•ืจื™ืช ื”ืจืืฉื•ื ื” ืฉืžืจืื” ื›ื™ ืžื‘ื ื™ื ืืœื” ื™ื›ื•ืœื™ื ืœื”ืฉืœื™ื ืชืฉืœื•ืžื™ ืคื™ื ื ืกื™ื ืžืกื•ืจืชื™ื™ื ื‘ืืžืฆืขื•ืช ืชืฉืชื™ื•ืช ื•ืชื™ืงื•ืช (legacy rails) ื‘ืฉื•ื•ืงื™ ืืžืจื™ืงื” ื”ืœื˜ื™ื ื™ืช, ื•ืžืฆื™ื‘ ืืช ืกื ื˜ื ื“ืจ ื•ื™ื–ื” ื‘ื—ื–ื™ืช ืฉืœ ื™ื™ืฉื•ื ืขืชื™ื“ื™ ืืคืฉืจื™.

ืžื˜ื™ืืก ืกืื ืฆโ€™ืก, ืจืืฉ ืชื—ื•ื ื›ืจื˜ื™ืกื™ื ื•ืคืชืจื•ื ื•ืช ื“ื™ื’ื™ื˜ืœื™ื™ื ื’ืœื•ื‘ืœื™ ื‘ื‘ื ืงื• ืกื ื˜ื ื“ืจ, ื”ื“ื’ื™ืฉ ืืช ื”ืจืœื•ื•ื ื˜ื™ื•ืช ืฉืœ ื”ื ื™ืกื™ื•ืŸ ืœืงื™ื“ื•ื ื”ืคื™ื›ืช ืงื ื™ื•ืช ื‘ืกื™ื•ืข ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช ืœืžืฆื™ืื•ืช ื‘ืื–ื•ืจ.

ื”ื•ื ืฆื™ื™ืŸ:

โ€œื‘ืืžืฆืขื•ืช ื‘ื“ื™ืงืช ืขืกืงืื•ืช ืืžื™ืชื™ื•ืช, ื”ืจืื™ื ื• ื›ื™ืฆื“ ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ืืœื” ืžืฉืžืฉื•ืช ื›ืžืืคืฉืจื•ืช ืžืกื—ืจ ืกื•ื›ื ื™ ืžืื•ื‘ื˜ื— ื•ื‘ื™ืŸ-ืชื•ืื, ื”ืฉื•ืžืจ ืขืœ ื”ื’ื ื•ืช ืฆืจื›ื ื™ื ื—ื–ืงื•ืช ื•ืขืœ ื‘ืงืจื•ืช ืžื ืคื™ืง.โ€

ืงื˜ืœื™ื ื” ื˜ื•ื‘ืืจ, ืจืืฉ ืชื—ื•ื ืžื•ืฆืจื™ ืฆืžื™ื—ื” ื•ืฉื•ืชืคื•ื™ื•ืช ื‘ื•ื•ื™ื–ื” ืืžืจื™ืงื” ื”ืœื˜ื™ื ื™ืช ื•ื”ืงืจื™ื‘ื™ื™ื, ื”ืชื™ื™ื—ืกื” ืœืชื•ืขืœืช ืฉืœ ื”ืชืฉืชื™ืช ื”ืชื•ืžื›ืช ืฉืœ ื•ื™ื–ื” ื‘ืกื™ื•ืข ืœืžืงืจื™ ืฉื™ืžื•ืฉ ืืœื”. โ€œืื ื—ื ื• ืžื ื™ื—ื™ื ืืช ื”ื™ืกื•ื“ื•ืช ืœืขืกืงืื•ืช ืžื•ื ืขื•ืช ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช ืฉื”ืŸ ืžืื•ื‘ื˜ื—ื•ืช, ื—ืœืงื•ืช ื•ื‘ื ื•ื™ื•ืช ืœื”ืชืจื—ื‘ื•ืช โ€” ืชื•ืš ื”ื‘ื˜ื—ื” ืฉื›ืœ ืฉื—ืงืŸ ื‘ืžืขืจื›ืช ื”ืืงื•ืœื•ื’ื™ืช ื™ื”ื™ื” ืžื•ื›ืŸ ืœืžื” ืฉื™ื‘ื•ื ื‘ื”ืžืฉืš,โ€ ื”ื™ื ื”ื“ื’ื™ืฉื”.

ื•ื™ื–ื” ืžืขืจื™ื›ื” ื›ื™ 70% ืžืชื•ืฉื‘ื™ ืืžืจื™ืงื” ื”ืœื˜ื™ื ื™ืช ืžืฉืœื‘ื™ื ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช ื‘ืžืกืขื•ืช ื”ืงื ื™ื™ื” ืฉืœื”ื, ืžื” ืฉื”ื•ืคืš ืืช ื”ื”ืชืคืชื—ื•ืช ื”ื–ื• ืœืžืฉืžืขื•ืชื™ืช ืขื•ื“ ื™ื•ืชืจ ืขื‘ื•ืจ ืขืชื™ื“ ื”ื—ื‘ืจื” ื‘ืื–ื•ืจ.

ืกื•ื›ื ื™ ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช ื ื›ื ืกื™ื ืœืฉื•ื•ืงื™ ื”ืงืจื™ืคื˜ื• ื‘ืชืžื™ื›ื” ืžืฆื“ ื‘ื•ืจืกื•ืช, ืืจื ืงื™ื, ื—ื‘ืจื•ืช ื ืชื•ื ื™ื ื•ืขื•ื“

ืกื•ื›ื ื™ ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช ื ื›ื ืกื™ื ืœืฉื•ื•ืงื™ ื”ืงืจื™ืคื˜ื• ื‘ืชืžื™ื›ื” ืžืฆื“ ื‘ื•ืจืกื•ืช, ืืจื ืงื™ื, ื—ื‘ืจื•ืช ื ืชื•ื ื™ื ื•ืขื•ื“

ื‘ืœื‘ ื”ืฉื™ื ื•ื™ ื”ื–ื” ื ืžืฆืืช ื”ืชืคื™ืกื” ืฉืกื•ื›ื ื™ ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช ื™ื›ื•ืœื™ื ืœืคืขื•ืœ ื›ืฉื—ืงื ื™ื ื›ืœื›ืœื™ื™ื ืขืฆืžืื™ื™ื โ€” ืœื‘ืฆืข ืขืกืงืื•ืช ื•ืœืฉืœื•ื— ื ื›ืกื™ื ื“ื™ื’ื™ื˜ืœื™ื™ื.

ืฉืืœื•ืช ื ืคื•ืฆื•ืช

  • ืขืœ ืื™ื–ื” ืคื™ืชื•ื— ืื—ืจื•ืŸ ื”ื›ืจื™ื–ื” ืกื ื˜ื ื“ืจ ื‘ื ื•ื’ืข ืœื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช ื‘ืื™ื ื˜ืจืืงืฆื™ื•ืช ืขื ืฆืจื›ื ื™ื?
    ืกื ื˜ื ื“ืจ ื”ืฉืœื™ืžื” ืชื•ื›ื ื™ืช ืคื™ื™ืœื•ื˜ ืฉื”ืฉืชืžืฉื” ื‘ืกื•ื›ื ื™ ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช ืœื‘ื™ืฆื•ืข ืจื›ื™ืฉื•ืช ืขื‘ื•ืจ ืžืฉืชืžืฉื™ื ื‘ืžืกืคืจ ืฉื•ื•ืงื™ื ื‘ืืžืจื™ืงื” ื”ืœื˜ื™ื ื™ืช.

  • ืื™ื–ื• ื—ื‘ืจื” ืฉื™ืชืคื” ืคืขื•ืœื” ืขื ืกื ื˜ื ื“ืจ ื‘ืคื™ื™ืœื•ื˜ ื”ื–ื”?
    ื•ื™ื–ื” ืฉื™ืชืคื” ืคืขื•ืœื” ืขื ืกื ื˜ื ื“ืจ, ื•ืกื™ืคืงื” ืืช ื—ื‘ื™ืœืช Intelligence Commerce (VIC) ืฉืœื” ื›ื“ื™ ืœื”ื‘ื˜ื™ื— ืขืกืงืื•ืช ืžืื•ื‘ื˜ื—ื•ืช ื•ื‘ื”ืชืื ืœื“ืจื™ืฉื•ืช.

  • ืื™ืœื• ืกื•ื’ื™ ืจื›ื™ืฉื•ืช ื‘ื™ืฆืขื• ืกื•ื›ื ื™ ื”ื‘ื™ื ื” ื”ืžืœืื›ื•ืชื™ืช ื‘ืžื”ืœืš ื”ืคื™ื™ืœื•ื˜?
    ื‘ืคื™ื™ืœื•ื˜ ื”ืกื•ื›ื ื™ื ืจื›ืฉื• ืกืคืจื™ื ื‘ืืจื’ื ื˜ื™ื ื”, ืฆโ€™ื™ืœื”, ืžืงืกื™ืงื• ื•ืื•ืจื•ื’ื•ื•ืื™, ื‘ืขื•ื“ ืฉื‘ื‘ืจื–ื™ืœ ื”ื ืงื ื• ืฉื•ืงื•ืœื“ื™ื.

  • ืžื”ืŸ ื”ื”ืฉืœื›ื•ืช ืฉืœ ื”ืคื™ื™ืœื•ื˜ ื”ื–ื” ืขืœ ืขืกืงืื•ืช ืขืชื™ื“ื™ื•ืช ื‘ืืžืจื™ืงื” ื”ืœื˜ื™ื ื™ืช?
    ื”ืคื™ื™ืœื•ื˜ ื”ื“ื’ื™ื ื›ื™ืฆื“ ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช ื™ื›ื•ืœื” ืœืืคืฉืจ ืžืกื—ืจ ืžืื•ื‘ื˜ื— ื•ื‘ื™ืŸ-ืชื•ืื, ื•ืžืจืžื– ืขืœ ืžืขื‘ืจ ืืคืฉืจื™ ืœืขื‘ืจ ืงื ื™ื•ืช ื‘ืกื™ื•ืข ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช ื‘ืื–ื•ืจ.

ืžืืžืจ ื–ื” ืชื•ืจื’ื ืžืื ื’ืœื™ืช ื‘ืืžืฆืขื•ืช ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช. ื”ื’ืจืกื” ื”ืžืงื•ืจื™ืช ื‘ืื ื’ืœื™ืช ื”ื™ื ื”ืžืงื•ืจ ื”ืงื•ื‘ืข; ืชืจื’ื•ืžื™ื ืื•ื˜ื•ืžื˜ื™ื™ื ืขืฉื•ื™ื™ื ืœื”ื›ื™ืœ ืื™-ื“ื™ื•ืงื™ื, ื‘ืžื™ื•ื—ื“ ื‘ืžื•ื ื—ื™ื ืžืฉืคื˜ื™ื™ื ื•ืจื’ื•ืœื˜ื•ืจื™ื™ื.

ืชื’ื™ื•ืช ื‘ื›ืชื‘ื” ื–ื•