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Tantangan Pengembangan TI di PHE Subholding UpstreamTantangan pengembangan Teknologi Informasi di PHE Subholding Upstream dan juga penggerak perkembangan teknologi saat ini dan masa datang antara lain:1. Tren IT Layanan Mandiri (Self Service IT) menjadi kebiasaan umum (common practise).2. Ancaman Persisten Tingkat Lanjut (APT), yang disponsori Negara, Spionase Komersial. 3. Solusi Sistem Berbasis Awan (Cloud Based System Solution).4. Penyalahgunaan kecerdasan buatan (AI).5. Pertumbuhan informasi dan data yang luar biasa.6. Digital ada di mana-mana dan umum digunakan dalam bisnis dan industri.7. Dalam pengembangan AI (Artificial Intelligence), beberapa tantangan yang dihadapi antara lain:a. Data Security dan Privasi, di mana data bersifat data strategis nasional karena mengandung data sumber daya alam Republik Indonesia, yaitu dengan penggunaan secure platform (platform yang aman).b. Sumber daya dan kapabilitas, berkenaan dengan partnership, upskilling, dan investasi hybrid platform.c. Ketergantungan terhadap data training yang mempunyai kualitas tinggi, dengan adanya standardisasi Data Governance dan Data Quality antarfungsi. d. Integrasi dengan %u201dLegacy%u201d System yang telah ada diperlakukan kajian, sehingga integrasi dilakukan secara bertahap dan dilakukan pengetesan secara bertahap. IT Development Challenges at PHE Subholding UpstreamThe challenges of developing Information Technology at the PHE Subholding Upstream and also the drivers of current and future technological developments include:1. The trend of Self-Service IT is becoming common practice.2. Advanced Persistent Threats (APT), State-sponsored, Commercial Espionage.3. Cloud-Based System Solution.4. Abuse of artificial intelligence (AI).5. The incredible growth of information and data.6. Digital is everywhere and commonly used in business and industry.7. In the development of AI (Artificial Intelligence), some of the challenges faced include:a. Data Security and Privacy, where the data is national strategic data because it contains data on the natural resources of the Republic of Indonesia, namely by using a secure platform.b. Resources and capabilities, regarding partnerships, upskilling, and hybrid platform investments.c. Dependence on high-quality training data, with standardization of Data Governance and Data Quality across functions.d. Integration with the existing %u201cLegacy%u201d System is subject to review, so that integration is conducted in stages and testing is conducted in stages.Laporan Tahunan %u2022 Annual Report 624HULU ENERGI