
çåãšç¹æ ã®éµãæ¡ãDXïŒããžã¿ã«ãã©ã³ã¹ãã©ãŒã¡ãŒã·ã§ã³ïŒã®èµ·æºãšå šäœå
"Digital Transformation" by Srilekha selva under CC-BY-SA-4.0
DXã®èµ·æº
DXïŒããžã¿ã«ãã©ã³ã¹ãã©ãŒã¡ãŒã·ã§ã³ïŒã®èµ·æºã¯ããããããã1980幎代ã®ããŒãœãã«ã³ã³ãã¥ãŒã¿ãŒæä»£ã®å°æ¥ã«ãã£ãã®ãããããªãã
ãã°ã©ã¹ã»ãšã³ã²ã«ããŒãã圌ã«ç¶ãå€ãã®ç ç©¶è
ãã¡ããšã³ãžãã¢ãã¡ã«ãããå€§äŒæ¥ãçµç¹ã®èšç®å®€ã®å¥¥ã«é®åº§ããŠããã¡ã€ã³ãã¬ãŒã ã¯ãäžäººã²ãšããæ±ãããŒãœãã«ã³ã³ãã¥ãŒã¿ãŒãžãšã·ãããããçµæãåçãªãŸã§ã«ç¥çåŽåçç£æ§ã¯é«ãŸããåãªãå¹çæ§åäžãããããäŒæ¥ã«ãããæŠç¥çãªæ
å ±åãšããæ°ããããŒããçãŸãããæŠç¥çãªæ
å ±åãšããããŒãã¯ä»ãDXãšããããŒã¯ãŒãã«éçŽãããŠããã
ä»ããããã°ããŒã¿ãAIã5GãIoTããããã¯ãã§ãŒã³ çãåçš®ITé åã«ãããèããçºå±ãšããžãã¹ã®å€å®¹ãããã«åã蟌ã¿ãåŸæ¥ã®ç©ççã«çžãããäºæ¥æŽ»åããããã€ããã©ãŒãã³ã¹ãå®çŸããããžã¿ã«ãªä»æ¥ãžã®æ¡åŒµãæãéããŠãããããããŠãããéããç£æ¥ãçæŽ»ã«ã©ã®ããã«æ°ãã䟡å€ãçã¿åºãããäŒæ¥ã¯ãããé£é¡ã«å¯Ÿãåçã«åãçµã¿å§ããŠããã
IDCã«ãããšã2023幎ã«ãããDXãžã®æè³é¡ã¯äžçã§2.3å
ãã«ã«åã¶ãšæšèšãããŠãããå
šITé¢é£æè³ã®ååã«éãããDXã¯çŸä»£ã®äŒæ¥ã®ç¹æ ã®éµãæ¡ã£ãŠãããããã¯ããã¶ã€ã³ã·ã³ãã³ã°çã¢ãããŒããæ¡çšãã€ã€ãå
端æè¡ã®ææ¢ãªæŽ»çšã«ææŠãããšããå
šç€Ÿäžäžžãšãªã£ãåãçµã¿ãéããŠéæããããã®ã ã
DXãšã¯äœãã2018幎12æã«ã¯çµæžç£æ¥çãDXæšé²ã¬ã€ãã©ã€ã³ãèšå®ããä»ã®IT掻çšé¢é£ã®ããŒã¯ãŒããšåãã人å£ã«èŸçããŠããããã«ãæ§ã
ãªæèã§çšããããããšãå€ãããæŠãDX ãšã¯ãå€ãããã顧客ãããŒã±ããããã®èŠè«ã«çããããã«ãããžã¿ã«æä»£ã®æè¡ã䟡å€èгããããŠã¹ããŒã¯ãã«ããŒãšã®æ°ããé¢ä¿ã®åšãæ¹ãããžãã¹ã®ããããåŽé¢ã«çµ±åããŠããå
šç€Ÿæ¹é©ãšããããã¿ãŒã²ãããšããŠã¯äž»ã«ã顧客ãšã®ãªã¬ãŒã·ã§ã³ã®å¹æãšããžãã¹ãªãã¬ãŒã·ã§ã³ã®å¹çæ§ãé«ããããšãçãããšã«ãªããããã®ããã«ããã·ã¹ãã ãããã»ã¹ãçµç¹ãšæåãã¢ããããŒãããæ°ããäžä»£ãå€åãåã蟌ãã§ããããšãèãšãªãã
ããŒãœãã©ã€ãºãšãªã ããã£ãã«ã®åºç€ãæã€
顧客æºè¶³ãé«ããLTVãåäžããããããäŒæ¥ã¯ããŒã¿ã«åºã¥ããæ¹åæŽ»åã®ãµã€ã¯ã«ãç¿æ
£åããåã
ã®æ¶è²»è
ãžããããŒãœãã©ã€ãºããã補åããµãŒãã¹ãæäŸããŠããããã¢ã°ã©ãã£ã¯ã¹ããµã€ã³ã°ã©ãã£ã¯ã¹ïŒé¢å¿ãè¶£å³ãã©ã€ãã¹ã¿ã€ã«ïŒãããã€ãã¢ã«åºã¥ãããã奜ãŸãããã®ãæäŸããããã«åªãããçŸä»£ã®æ¶è²»è
ã®å奜ã¯çްååããŠããããŸãæ§ã
ãªããžãã¹ããã®å€æ§åãåŸæŒãããŠãããããã¯ãèªåèªèº«ã«ãã£ããã£ãã«ãèªåèªèº«ã«ãã£ãã¿ã€ãã³ã°ã§äœ¿ããããšããèŠæ±ã«ã€ãªããããããæ¶è²»è
ãäŒæ¥ãžãšæã€æåŸ
å€ã®ããŒã¹ã©ã€ã³ãšãªã£ãŠããããªã ããã£ãã«ã§ã®é¡§å®¢ãšã®ã³ãã¥ãã±ãŒã·ã§ã³ãšãµãŒãã¹æäŸãã©ã®ãããªãã©ãããã©ãŒã ã§å®çŸããŠãããã¯éèŠãªãã€ã³ãã ã
ååã»ãµãŒãã¹ã«çºããäžé£ã®äœéšã«ãã©ãŒã«ã¹ãã
äŒæ¥ã¯ãååã顧客ãžå£²ãããšã®ã¿ã«éäžããã®ã§ã¯ãªããååããµãŒãã¹ã®è³Œå
¥ã䜿çšãäžå¿ãšããŠéå»ãšæªæ¥ã®äž¡æ¹åã«äŒžã³ãæé軞ã®äžã§ã顧客ãäœéšããããšã«ãªãäžé£ã®ãžã£ãŒããŒã«ãããã©ãŒã«ã¹ããŠããã¹ãã ã顧客ã®äœéšäŸ¡å€ã¯äŒæ¥ã®ååããµãŒãã¹ãèªç¥ããåããå§ãŸã£ãŠãããããã¯ååããµãŒãã¹ã®äœ¿çšãçµäºããåŸãŸã§ç¶ãããã®æ
è·¯ãã¹ã ãŒã¹ã«ããŠäŸ¡å€ãé«ããããšã«ãã£ãŠã顧客ã®ä¿¡é ŒãåŸãŠããããšãã§ãããããžã¿ã«æè¡ãé§äœ¿ããŠé¡§å®¢æ¥ç¹ãå¢ãããæ±ããããæ
å ±ãå
ãããŠæäŸããããŸããçŽæ¥é¢ä¿ããªãããã«èŠããŠãé«åºŠãªãµã€ããŒã»ãã¥ãªãã£ããã£ãŠã¯ãããŠããžã£ãŒããŒã®å®å¿æãåäžãããŠããããšãã§ããã
äŒæ¥ãªãã¬ãŒã·ã§ã³ãèªååããããŸãã¢ãžã£ã€ã«ãªãã®ãžãšå€ããŠãã
ãªãã¬ãŒã·ã§ã³ã®ããã»ã¹ãèªååããããšã¯çµç¹ã®ã³ã¹ãå¹çæ§ãé«ããããã¢ãžã£ã€ã«ãªååšãžãšäŒæ¥ãå€ããŠãããããŒã±ããã«ãããç«¶äºåã®åŒ·åãç®æãã«ã¯ãçµç¹ã¯è¿
éãªã¢ã¯ã·ã§ã³ãæ±ãããããããã«ã¢ãžã£ã€ã«ãã¯ã¯ãªãã£ã«ã«ãªèŠçŽ ã§ãããå®çŸã«ã¯ãæ§ã
ãªAIãRPAãã¯ã©ãŠããœãªã¥ãŒã·ã§ã³ã®æŽ»çšã«ããã·ãŒã ã¬ã¹ãªãªãã¬ãŒã·ã§ã³ãžã®ç§»è¡ãéèŠã§ããããITåºç€ã«ãããŠã¯ã¯ã©ãŠããã€ãã£ãã®éæãèèŠã§ããã
çµç¹ã¯å€åãçå
ããåŸæ¥å¡ã®ããžã¿ã«åãå©ãã
äŒæ¥ã¯äººãšã³ã³ãã¥ãŒã¿ãŒã®äž¡æ¹ãååãåãããã»ã¹ãæã£ãæ°ããçµç¹ã¢ãã«ãžãšå€ãã£ãŠãããªããã°ãªããªãã人ã®åŽååãã®ãã®ãããã»ã¹ãåãããšã§ã¯ãªãããã¶ã€ã³ããããšããã£ã¬ã³ãžãããããšã驿°ãããããããšãžæŽ»ããããã«åãæ¹ãå€ããŠããã¹ãã ãããå€åã«å¯ŸããŠãªãŒãã³ã§ãããæ¢åã®ããæ¹ãããè¯ããã®ãžãšå€ããŠããããšã«ç©æ¥µçã§ããçµç¹ã«ã«ãã£ãŒã¯ã ããžã¿ã«ãéããŠé²åããŠããäžã§ã®æ¬è³ªçãªãã©ã€ããŒã ãçµç¹ã¯ã€ãããŒã·ã§ã³ãæšå¥šãã¹ãã§ãåŸæ¥å¡ã«ãªã¹ãã«ã®æ©äŒãæäŸããæ°ãããã¯ãããžãŒãããžã¿ã«æä»£ã®ã«ãŒã«ã«é©å¿ããŠå€é©ã«å¿
èŠãªç¥èãšæèœãç²åŸããã®ãå©ããååšã«ãªãã¹ãã ã
顧客ãããžãã¹ããŒãããŒãšã®åµçºã®é¢ä¿ã«ææŠãã
ããžã¿ã«æä»£ã«ãããŠã人ã
ã¯ãã€ã¬ã¯ãã«ã€ãªãããããæ¥ã
æ°ããããšãåµé ããã®ãæ®éãšãªã£ããäŒæ¥ãDXãéããŠé¡§å®¢ãããžãã¹ããŒãããŒãšã®æ°ããé¢ä¿ã®æ§ç¯ãç®æãããšã倧äºã«ãªãã顧客ãååŒå
ãšçŽæ¥ã€ãªãããããå
±ã«èããè°è«ããå
端æè¡ã掻çšããæ°ãã詊ã¿ãå
±åã§ç«æ¡ããå®è¡ããããšã«ææŠãã¹ãã ãä»åŸããžãã¹ã«ãããæ°èŠã®åãçµã¿ã¯ãã¹ãŠãåµçºçãªãã€ã³ãã«ããšã¥ãå
±åå®èšŒå®éšçãªãã®ãšãªãã ãããããã«ãããŠã¯ãã¶ã€ã³ã·ã³ãã³ã°çãªã¢ãããŒããžã®çè§£ãæ·±ããããšãéµãšãªãã
ããžã¿ã«äžä»£ãåã蟌ã
ããžã¿ã«ãã€ãã£ãã®ãããªè¥ãäžä»£ãçããŠããçŸä»£ã¯ãã³ã³ãã¥ãŒã¿ãŒããã¹ãŠããŒãœãã«ãªãã®ãšãªããçžäºã«æ¥ç¶ããæè¡ãæè»ããããŠåãŸããã¹ããŒãã§çºå±ããæ¬æ°ãªããŒã«ãããæ¹ãæ¬¡ã
ãšçã¿åºãããã€ãããŒã·ã§ã³ããã¹ãŠããã©ã€ãããŠåžžã«å€åãç¶ããŠãããšããæä»£ã§ããã圌ãã«ä»£è¡šãããæ°äžä»£ã®äººæã掻èºã§ãããã£ãŒã«ããæäŸãã圌ããæ¹ãã€ããæç¶çã«çºå±ããŠãããã€ãããºã ãç²åŸããŠããå¿
èŠããããäŒæ¥ã¯ãæè¡åºç€ãããã»ã¹ãããžã¿ã«åãã顧客ãããžãã¹ããŒãããŒãšæ°ããé¢ä¿ãæ§ç¯ããã ãã§ã¯ãªãã圌ãã®ã¯ãªãšã€ãã£ããã£ãåŒãåºãæ°ããæåã®éžæãè·å Žç°å¢ã®æŽåã«åãçµã¿ãåŸæ¥å¡ã®äžäººã²ãšãã®ããã©ãŒãã³ã¹ãæå€§åããããã«åªãããã顧客ãããžã¿ã«ãžãšã·ããããŠãããããžãã¹ããŒãããŒãããžã¿ã«äžä»£ãžãšå€ããããšããŠãããã¹ããŒã¯ãã«ããŒãšã®æ°ããé¢ä¿ã«åããŠãããžã¿ã«æä»£ã®äººæãåã蟌ãããã©ããã¯æ¥µããŠéèŠãªãã€ã³ãã ã
çãæ®ãã®éµ
ä»ãäŒæ¥ã®å¯¿åœã¯çå®ã«çããªã£ãŠããã1980幎代ãäŒæ¥ã®å¯¿åœã¯å¹³å30幎ãšèšãããŠããããä»çŸåšã¯23幎çšã§ããïŒæ±äº¬åå·¥ãªãµãŒã調æ»ããïŒãã¹ã¿ã³ãã©ãŒãå€§åŠææã®Paul Michael Romeræ°ã¯ãS&P500äŒæ¥ã®å¹³å寿åœã¯100幎åã«ã¯67幎ãšèšãããŠãããã15幎ã«ãŸã§çããªã£ãŠãããšææããŠããããŸããçŸåšã®ãã©ãŒãã¥ã³500äŒæ¥ã®40ïŒ ã¯10幎åŸã«ã¯ååšããŠããªãã ãããšãè¿°ã¹ãŠããã
ä»åŸãæŽãªãæè¡ã®çºå±ã«ããç«¶äºã®ãã¬ãã·ã£ãŒãå¢ããç Žå£çã€ãããŒã·ã§ã³ã«ãã£ãŠæŠãã®ã«ãŒã«ã¯å¡ãæ¿ããããå°ãªããªãäŒæ¥ãæ·æ±°ããããçãæ®ãããã®å²è·¯ã«ç«ãããããããããªãã
çŸä»£ã«ãŸã§è³ãããŒãœãã«ã³ã³ãã¥ãŒã¿ãŒãã€ã³ã¿ãŒããããã¢ãã€ã«ã³ã³ãã¥ãŒãã£ã³ã°ããœãŒã·ã£ã«ã¡ãã£ã¢çã®ãããŸã§ã®æè¡é©æ°ããããŠæšä»ã®æ³¢ç¶çã«èµ·ããŠããããã°ããŒã¿ã»AIæè¡ã®é²åã¯ã掻çšã«é
ãããšã£ãäŒæ¥ã»äººã
ã«ãšã£ãŠå®¹èµŠã®ãªããã®ãšãªã£ãŠãããäŸãã°ããã10幎ã®ECåã®æ³¢ã¯å€§å°æ§ã
ãªã³ã³ã·ã¥ãŒããŒããžãã¹ã«å€§ããªåœ±é¿ãäžããæ°èäŒæ¥ã®ç»å Žãä¿ããšãšãæ¶æ»
ããŠãã£ãäŒçµ±çäŒæ¥ãå°ãªããªããããžã¿ã«æä»£ãå§ãŸã£ãŠãããããžã¿ã«æä»£ãžã®é©å¿ã«å€±æããããšã¯éãã«ãåå®çŸ©ãããŠããããŒã±ããããéå ŽãããŠããããšãæå³ããŠããã
ãããŠãç¹æ ã®éµ
DX ã¯ãäŒæ¥ã®ããã¯ãªãã£ã¹ããããŒã±ãã£ã³ã°ããã»ãŒã«ã¹ããã«ã¹ã¿ããŒãµããŒããã補é ãã調éããR&Dãããµãã©ã€ãã§ãŒã³ããããããåã«å¹ççã«ããã ãã®ãã®ã§ã¯ãªããããããæ°ããããæ¹ãžãšå€ãã顧客ãããžãã¹ããŒãããŒçã¹ããŒã¯ãã«ããŒãšã®ãªã¬ãŒã·ã§ã³ãåå®çŸ©ããŠããããã³ã·ã£ã«ãæã£ãŠãããäŒæ¥ã¯ããŒã±ãããã®ãã®ããå€ããããšãã§ããŠããŸããããããªããã®æ©äŒãéãã¹ãã§ã¯ãªãã
DXã¯çãæ®ãããããŠãçŸä»£ã®äŒæ¥ã®ç¹æ ã®éµãæ¡ã£ãŠãããåé ã§ãDXã®èµ·æºã¯1980幎代ã®ããŒãœãã«ã³ã³ãã¥ãŒã¿ãŒæä»£ã®å°æ¥ã«ãã£ãã®ãããããªãããšæžãããããŒãœãã«ã³ã³ãã¥ãŒã¿ãŒã®çã¿ã®èŠªã®äžäººã§ãããã°ã©ã¹ã»ãšã³ã²ã«ããŒãã¯æ
å ±åã«ãã人ã
ã®å¯èœæ§ã»èœåãè§£ãæŸã€æªæ¥ã倢èŠãŠãããDXãéããŠãæã
ãã¹ããŒã¯ãã«ããŒãå«ããäŒæ¥ã人ã®å¯èœæ§ã»èœåãè§£ãæŸã¡ãæ°ããç¹æ ã®éãžãšé²ãã§ããããã
ããŸã
DXã¯éšåçãªãœãªã¥ãŒã·ã§ã³ã®å°å
¥ã§ã¯ãªããå
šç€Ÿã®ç°å¢ãä»äºã®é²ãæ¹ãçµç¹ã«ã«ãã£ãŒçã®å·æ°ãå«ãå
šç€Ÿå€é©ã§ãããå¿
ç¶çã«ãå€ãã®ãããžã§ã¯ããåæã«é£æºãããŠããããšã«ãªãããããã°ã©ã ããšããäžæ®µäžã®ã¬ã€ã€ã«ãã£ããããã°ã©ã ãããžã¡ã³ãããéåžžã«éèŠã«ãªãã以äžã¯ãããã°ã©ã ãããžã¡ã³ãã®è§£èª¬èšäºã§ãããããã¡ãããåç
§ããããã
ãããŠãDX ãã®ãã®ã¯ã究極ã®ç®æšã§ã¯ãªããããžã¿ã«åãšããå€é©ã®åãåãã€ã€ãäŒæ¥ã¯äœãç®æããŠè·³èºãæããã®ããäŒæ¥å šäœãšããŠã®éå¿çãªãã£ã¬ã³ãžãæ±ãããããäŒæ¥ãææŠããã£ãŠãããåéšéãéšçœ²ãããŒã ãåŸæ¥å¡ãç±æã®ãããŽãŒã«ãæã£ãп޻åããããšãã§ããããããããã ãŒã³ã·ã§ããã§ããã