I-Data Management kanye ne-Analytics iboniswe ngokushesha, lapho izinhlelo zokusebenzisa izakhiwo ezintsha zebhizinisi ukuze zithuthukisa ukusebenza, ukucindezeleka kanye nokulawulwa. Izisombululo zebhizinisi ze-next-generation zihlanganiswa nezinhlelo zebhizinisi, futhi abacwaningi zebhizinisi zebhizinisi, ukulawula ama-metadata, kanye ne-analytics yebhizinisi zihlanganisa umfutho we-field. I-Bhanu Raju kuyinto umongameli owaziwa kwebhizinisi le-data management kanye ne-financial analytics, ebonakalayo ngenxa ye-Contribution to Driving Data Product Movement Centers of Excellence (CoE) kanye ne-Data Mesh Architecture. I-Expertise yayo ibonise inqubo yokuguqulwa kwezinhlelo zebhizinisi zebhizinisi zebhizinisi, okuvumela izinhlelo zebhizinisi ukuguqulwa ku-decentralized, i-domain-driven, ne-scalable data frameworks. "Ukuhlola i-Data Mesh, sinikezela amasevisi ukukhiqiza i-scalable, i-self-service data products ezikhuthaza abasebenzisi zebhizinisi ngenkathi ukugcina ukulawula nok Ukongezelela ku-Data Mesh, u-Collibra kanye ne-metadata management strategies, ukuqinisa izakhiwo zokulawula kanye nokufinyelela kwedatha kwebhizinisi. Ukusebenza kwayo kunikeza ngokuphathelene nokuphathelene nezinqubo zokulawula kanye nokuvumela amazwe ukuhlolwa kwedatha kanye nokulandwa kwama-lineage. "Ukuvelisa ukulawula kwedatha ye-metadata okuzenzakalelayo kunikeza amazwe ukufinyelela kwedatha end-to-end, ukuqinisekisa ukubukwa okugcwele kusuka ku-SAP isistimu ye-source kuya ku-reporting layers," wathi. Lolu hlobo lwe-automation kunikeza ukubukeka kwedatha yebhizinisi ngama-40%, ukunciphisa izinzuzo ze-manual Ngaphezu kwalokho, izinzuzo zayo ekuthuthukiseni imikhiqizo ye-finance data ye-Enterprise Currency & Exchange Rate Analytics zihlanganisa ukuhlaziywa kwe-multi-currency phakathi kwezinhlayiya zebhizinisi, ukuqinisekisa ukuhlaziywa okucacileyo zebhizinisi zebhizinisi. Ukusungula kwe-SAP Datasphere kwenza isakhiwo se-catalogue yebhizinisi kanye nesakhiwo se-government, ukunciphisa ukulawula kwe-metadata eyenziwe futhi ukwandisa ukusetshenziswa kwe-analytics ngama-30%. Ngaphezu kwalokho, uye lihlanganisa izinhlelo zokusebenzisa i-SAP Analytics Cloud, ukunciphisa kakhulu ukuhlaziywa kwe-reporting kanye nokukhuthaza ukufinyelela kwebhizinisi e- Ngokuvumelana nesisombululo se-data governance ne-automation, i-reduction ye-50% ye-financial reporting time, ukuphucula kwe-40% kwama-efficiency e-procurement ne-financial analytics, kanye nokukhishwa kwe-manual data massaging nge-reel-time financial reporting, ziboniswa. "Ngokusebenzisa ukuvuselelwa kwama-financial data frameworks kanye nokuvumela i-govered automation, sinikeza amabhizinisi ukuze zihlale ngokushesha ngokuvumelana nezingane ze-data kanye nezidingo zebhizinisi ezintsha, "ngathi. Ukusebenza kwakhe kubalulekile ekubeni ukuthi amabhizinisi we-finance, i-procurement, kanye ne-analysis amabhizinisi bakwazi ukufinyelela idatha enhle, Ukuhlola izinzuzo zokusebenza kwezimpendulo zokukhiqiza kanye nokushintshwa kwezidingo zokulawula kubangela agility kanye nezinhlangano zokusungula. "Kuba izicelo zokulawula idatha kanye nezidingo zokukhiqiza zihlanganisa ngokuqhubekayo, ingcindezi lethu lokuphendula kakhulu kuyinto ukugcina ukuxhaswa phakathi kwamakhemikhali kanye nokushintshwa ngezinhlangano zokulawula," wabhala. Umthamo wakhe yokufaka ukucubungula ukucubungula data lineage phakathi nezidingo zokulawula zithumela ukuzinza futhi ukucubungula inqubo zokulawula. Ngaphansi kwezinzuzo zokusebenza, wahlanganyela ngokugqithiselwe kwebhizinisi ngokusebenzisa izidakamizwa zezimboni, izifundo zophando kanye nezifundo, okunikezela iziphakamiso yokuqala ze-financial analytics kanye ne-data governance. Umbhali wakhe wokuphikisana kwezimpendulo ze-data management inikezela ekuphuculeni ukwakhiwa kwesimo se-thinking e-field. Ngokusho esizayo, wabhala ukwanda kwesimo se-AI-driven predictive analytics ne-real-time insights e-financial analytics. "I-future ye-financial data management ikhona ku-AI-driven governance, i-automated data lineage tracking, ne-machine-learning-driven financial forec Phakathi nesitimela se-digital transformation, ama-contributors ka-Bhanu Raju zibonise imiphumela enhle ye-data management, ukulawula kanye ne-analytics strategies ezintsha. Ukuphumelela kwayo kuhlanganisa ukuvikelwa kwama-scalable, i-finance data frameworks eyenziwe kahle ebhizinisi; kuyinto ukwakhiwa kwe-long-term for the organization in a increasingly data-driven world. Lesi sihloko lithunyelwe njenge-release ka-Kashvi Pandey ngaphansi kwe-HackerNoon's Business Blogging Program. Lesi sihloko lithunyelwe njenge-release ka-Kashvi Pandey ngaphansi kwe-HackerNoon's Business Blogging Program.
