Zinthu 10 Zomwe C-Suite Iyenera Kudziwa Zokhudza Analytics

Ngati simunayendepo kwambiri posachedwapa, nayi chidule cha zomwe zikuchitika m'gawo la analytics zomwe mwina simunaziphonye m'magazini oyendetsa ndege.

1. Sichimatchedwanso Decision Support Systems (ngakhale zinali zaka 20 zapitazo).                                                                                                             Osapereka lipoti (zaka 15), Business Intelligence (zaka 10), kapenanso Analytics (zaka 5). Ndi Zosavuta Zosintha. Kapena, Analytics yophatikizidwa ndi AI. Cutting edge Analytics tsopano imagwiritsa ntchito kuphunzira pamakina ndikuthandizira kupanga zisankho kuchokera pama data. Chifukwa chake, mwanjira ina, tabwerera komwe tidayambira - kuthandizira pazisankho.
2. Mabodibodi. Makampani opita patsogolo akuchoka ku dashboards. Ma Dashboards adabadwa kuchokera kwa oyang'anira ndi zolinga za 1990s. Ma Dashboards nthawi zambiri amawonetsa Zizindikiro Zofunika Kwambiri ndikuwona momwe zinthu zikuyendera ku zolinga zinazake. Dashboards akusinthidwa ndi augmented analytics. M'malo mwa dashboard yosasunthika, kapena ngakhale yobowola mwatsatanetsatane, ma analytics a AI amakuchenjezani zomwe ndizofunikira munthawi yeniyeni. Mwanjira ina, uku ndikubwereranso kwa oyang'anira ndi ma KPI odziwika bwino, koma mopotoka - ubongo wa AI umawonera ma metrics kwa inu.
3. Zida zokhazikika. Mabungwe ambiri alibenso chida chimodzi chokhazikika cha BI. Mabungwe ambiri ali ndi 3 mpaka 5 Analytics, BI ndi zida zofotokozera zomwe zilipo. Zida zambiri zimalola ogwiritsa ntchito deta mkati mwa bungwe kuti azitha kugwiritsa ntchito bwino zida zamtundu uliwonse. Mwachitsanzo, chida chomwe mumakonda m'gulu lanu pakuwunikira za ad hoc sichidzapambana malipoti abwino kwambiri omwe boma ndi mabungwe owongolera amafunikira.
4. Mtambo. Mabungwe onse otsogolera ali mumtambo lero. Ambiri asuntha zoyambira kapena mapulogalamu kumtambo ndipo akusintha. Mitundu ya Hybrid imathandizira mabungwe posachedwa pomwe akufuna kupindula ndi mphamvu, mtengo ndi luso la kusanthula kwa data mumtambo. Mabungwe osamala akusintha ndikubisa ma bets awo potengera mavenda angapo amtambo. 
5. Master data management.  Mavuto akale ndi atsopano. Kukhala ndi gwero limodzi la deta kuti mufufuze ndikofunikira kwambiri kuposa kale. Ndi zida zowunikira za ad hoc, zida zochokera kwa ogulitsa angapo, ndi mthunzi wosayendetsedwa ndi IT, ndikofunikira kuti mukhale ndi chowonadi chimodzi.
6. Ogwira ntchito akutali ali pano kuti akhale. Mliri wa 2020-2021 udakakamiza mabungwe ambiri kuti apange chithandizo chamgwirizano wakutali, mwayi wopeza zidziwitso ndi kugwiritsa ntchito kusanthula. Mchitidwewu suwonetsa zizindikiro za kuchepa. Geography ikukhala chotchinga chochita kupanga ndipo ogwira ntchito akuzolowera kugwira ntchito m'magulu amwazikana ndikungokumana maso ndi maso. Mtambo ndi imodzi mwaukadaulo wothandizira pamayendedwe awa.
7. Data Sayansi kwa anthu ambiri. AI mu analytics idzachepetsa malire ku Data Science ngati gawo la bungwe. Padzafunikabe asayansi aukadaulo waukadaulo omwe amakhazikika pakulemba ndi kuphunzira pamakina, koma AI ikhoza kutsekereza kusiyana kwa luso la akatswiri odziwa zambiri zamabizinesi.  
8. Kupanga ndalama kwa data. Pali njira zingapo zomwe izi zikuchitika. Mabungwe omwe amatha kupanga zisankho zanzeru mwachangu nthawi zonse amakhala ndi mwayi wamsika. Kutsogolo kwachiwiri, tikuwona kusinthika kwa Webusaiti 3.0, kuyesa kutsata deta ndikupanga intaneti kukhala yosowa (ndipo ndiyofunika kwambiri) pogwiritsa ntchito machitidwe a blockchain. Izi zala zala digital zinthu zomwe zimawapangitsa kukhala apadera, osavuta kufufuza komanso ogulitsa.
9. Malamulo. Ndi zinthu zaposachedwa zakunja komanso zosokoneza zamkati, ndi nthawi yofunikira kuwunikiranso ndondomeko zomwe zilipo kale zowunikira / deta, njira ndi ndondomeko potengera matekinoloje atsopano. Kodi machitidwe abwino ayenera kufotokozedwanso popeza pali zida zingapo? Kodi njira zotsatizana ndi zovomerezeka kapena zowerengera ziyenera kufufuzidwa?
10. Masomphenya.  Bungwe limadalira oyang'anira kupanga mapulani ndikukhazikitsa maphunziro. Munthawi yachipwirikiti komanso yosatsimikizika ndikofunikira kupereka masomphenya omveka bwino. Bungwe lonse liyenera kukhala logwirizana ndi utsogoleri. Bungwe la agile lidzawunikidwanso nthawi zambiri m'malo osinthika ndikuchita bwino, ngati kuli kofunikira.