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4 Manfaat AI dalam Manajemen Risiko Perbankan

4 Manfaat AI dalam Manajemen Risiko Perbankan Helios HPE

Industri finansial dan perbankan kini memanfaatkan AI untuk meningkatkan berbagai proses operasional, terutama dalam manajemen risiko. Teknologi AI memungkinkan bank untuk melakukan penilaian risiko secara lebih cepat, akurat, dan proaktif. Namun, implementasinya masih menghadapi beberapa tantangan, seperti keterbatasan infrastruktur dan literasi digital yang belum merata. Solusi AI server menawarkan jawaban untuk mengatasi masalah ini, membantu lembaga keuangan memaksimalkan potensi AI dalam operasional mereka. 

Artikel ini akan mengulas perkembangan teknologi AI di sektor  finansial, manfaat yang diberikan, serta tantangan yang dihadapi. Selain itu, Anda juga akan menemukan serta bagaimana solusi AI server yang tepat untuk kebutuhan bisnis Anda. 

 

 

Perkembangan AI dalam Industri Finansial dan Perbankan

perkembangan AI dalam industri Finansial dan Perbankan

Dalam beberapa tahun terakhir, teknologi AI telah menjadi game changer di berbagai industri, termasuk perbankan. Saat ini bank tidak hanya mengandalkan digitalisasi, tetapi juga memanfaatkan AI untuk meningkatkan keamanan, efisiensi, dan pengalaman pelanggan. 

Salah satu penerapan AI yang paling signifikan di sektor perbankan adalah deteksi penipuan. Dengan algoritma canggih, AI mampu menganalisis jutaan transaksi setiap hari dan mendeteksi pola mencurigakan secara real-time, memungkinkan bank mencegah kejahatan siber sebelum terjadi. Selain itu, sistem AI terus belajar dari data transaksi, sehingga meningkatkan keamanan secara efektif dari waktu ke waktu. 

Di Indonesia, AI juga dimanfaatkan oleh lembaga keuangan untuk mendeteksi potensi gagal bayar dan menyediakan layanan credit score yang lebih cepat serta akurat. Teknologi ini membantu lembaga keuangan menilai kelayakan kredit calon nasabah secara lebih objektif dan menyeluruh. 

Selain itu, kehadiran AI membuka peluang bagi bank untuk menghadirkan layanan yang lebih personal dan responsif. Dengan menganalisis data perilaku dan preferensi nasabah, AI membantu bank menawarkan produk yang sesuai dengan kebutuhan individu, seperti pinjaman, kartu kredit, atau investasi yang relevan. 

 

 

4 Manfaat AI dan Machine Learning dalam Perbankan

Manfaat AI dan Machine Learning dalam Perbankan

Teknologi AI dan Machine Learning menawarkan banyak manfaat bagi sektor perbankan, terutama dalam hal manajemen dan analisis risiko. Berikut adalah beberapa manfaat utama yang dihadirkan. 

1. Analisis Risiko Kredit Lebih Akurat

Dengan AI, bank dapat menganalisis data pelanggan, seperti riwayat kredit, pola transaksi, dan perilaku keuangan secara lebih mendalam. Teknologi Machine Learning juga memungkinkan bank untuk menilai kelayakan kredit secara lebih akurat, sehingga membantu mengurangi risiko gagal bayar 

2. Deteksi Risiko Keuangan secara Real-Time

AI mampu memantau pasar finansial secara global dalam waktu nyata, menganalisis perubahan kondisi ekonomi, suku bunga, dan volatilitas pasar. Ini membantu bank dalam membuat keputusan yang lebih cepat dan tepat terkait portofolio investasi, serta meminimalkan risiko dari fluktuasi pasar yang tidak terduga.

3. Automasi dalam Manajemen Risiko

AI tidak hanya menganalisis data, tetapi juga bisa mengotomatisasi tindakan berdasarkan hasil analisis tersebut. Sebagai contoh, jika sistem AI mendeteksi potensi ancaman atau risiko tertentu, langkah-langkah mitigasi risiko bisa diimplementasikan secara otomatis, tanpa harus menunggu keputusan manual dari tim manajemen risiko.

4. Pemantauan Berkelanjutan dan Pembelajaran Adaptif

Berbeda dengan metode tradisional yang cenderung reaktif, AI memungkinkan pemantauan risiko secara berkelanjutan. Machine Learning yang digunakan bank terus belajar dari data baru, sehingga analisis risiko semakin canggih dan mampu menyesuaikan diri dengan kondisi pasar atau keuangan yang dinamis.

 

 

Tantangan dalam Implementasi Manajemen Risiko Kredit di Indonesia

Meskipun AI dan Machine Learning menawarkan banyak manfaat dalam manajemen risiko kredit, terdapat beberapa tantangan yang dihadapi dalam implementasi penilaian risiko kredit di Indonesia. 

Salah satu tantangan utama adalah tingkat literasi digital masyarakat yang belum merata. Meskipun penggunaan smartphone dan internet meningkat, banyak individu yang masih belum siap untuk menggunakan solusi keuangan berbasis digital, terutama yang melibatkan penilaian risiko kredit. Oleh karena itu, edukasi dan pemberian keterampilan digital yang memadai menjadi kunci untuk memastikan teknologi ini dapat diterima dengan baik oleh masyarakat. 

Selain itu, rigiditas infrastruktur keuangan tradisional juga menjadi hambatan, karena banyak orang masih terbiasa dengan transaksi tunai dan metode perbankan konvensional. Untuk mendorong perubahan ini, dibutuhkan upaya edukasi dan adaptasi yang lebih intensif. Tantangan lainnya adalah akses internet yang belum merata di beberapa daerah, yang menghambat penerapan teknologi digital seperti AI, terutama dalam penilaian risiko kredit berbasis online. 

 

 

Mengenal AI Server, Solusi Atasi Tantangan Manajemen Risiko Kredit

Untuk mengatasi tantangan dalam manajemen risiko kredit di Indonesia, teknologi AI server, menawarkan solusi yang inovatif dan efektif. Dengan kemampuannya memperluas akses layanan keuangan, AI server dapat memanfaatkan data perilaku online individu untuk menciptakan profil kredit alternatif yang lebih akurat. Melalui analisis ini, institusi keuangan dapat membangun gambaran yang lebih komprehensif mengenai perilaku finansial nasabah, sehingga meningkatkan ketepatan dalam penilaian risiko kredit. 

Selain itu, AI server mendukung pengembangan infrastruktur digital yang lebih baik, memastikan layanan keuangan tetap berjalan bahkan di daerah dengan koneksi internet yang tidak stabil. Dengan kapasitas pemrosesan yang tinggi, teknologi ini mampu menyediakan analisis data secara real-time, memberikan keandalan yang dibutuhkan dalam pengambilan keputusan kredit. 

 

 

Solusi Ideal untuk Berbagai Kebutuhan Server AI dengan HPE DL384

Jika Anda mencari solusi AI server yang tepat untuk mengatasi tantangan dalam penilaian risiko kredit dan mengoptimalkan beban kerja AI, HPE ProLiant Compute DL384 Gen12 dengan NVIDIA GH200 NVL2 adalah pilihan yang sangat cocok. Server ini dirancang khusus untuk menangani beban kerja intensif AI dengan fleksibilitas tinggi, kecepatan komputasi unggul, serta dukungan dan manajemen yang komprehensif. 

Berikut beberapa keunggulan utama dari HPE DL384. 

Fleksibilitas Tinggi

HPE DL384 memanfaatkan arsitektur komputasi yang fleksibel, dirancang untuk mencapai performa luar biasa dalam berbagai beban kerja AI. Ini mencakup tugas inferensi AI dan penyempurnaan model seperti Retrieval Augmented Generation (RAG). Dengan kemampuan ini, server ini mampu memberikan kinerja optimal bahkan untuk pekerjaan yang memerlukan kapasitas memori besar dan komputasi intensif.

Komputasi yang Dipercepat

Dengan memori cepat hingga 1,2 TB, HPE DL384 menawarkan platform komputasi yang dipercepat untuk menjalankan Large Language Models (LLM). Dibandingkan dengan NVIDIA H100, server ini memberikan performa inferensi hingga dua kali lebih tinggi, menjadikannya solusi ideal untuk analisis data dalam jumlah besar. 

Kustomisasi dan Dukungan Ahli

HPE menyediakan layanan kustomisasi yang dirancang oleh ahli AI untuk membangun dan mengimplementasikan solusi sesuai kebutuhan spesifik Anda. Mereka juga membantu dalam integrasi dan peningkatan ekosistem teknologi yang ada, sehingga Anda dapat memperoleh solusi yang optimal.  

Baca Juga: Mengungkap Seluk Beluk AI Server untuk Akselerasi Bisnis di Masa Depan 

 

 

Implementasikan AI Server HPE dengan Efisien di Helios

Dengan berkembangnya teknologi dan kebutuhan akan solusi finansial yang lebih canggih, penerapan AI dalam industri perbankan menjadi sangat penting. HPE ProLiant Compute DL384 Gen12 menawarkan fleksibilitas, kecepatan, dan dukungan ahli yang dapat membantu lembaga keuangan mengatasi tantangan dalam analisis risiko kredit. 

Helios Informatika Nusantara (HIN) sebagai bagian dari CTI Group dan value-added distributor HPE akan membantu Anda mengimplementasikan solusi AI server ini dengan mudah dan efisien. Tim IT profesional Helios yang bersertifikat dan berpengalaman akan mendampingi Anda mulai dari tahap konsultasi, implementasi, hingga after-sales support 

Hubungi kami melalui tautan berikut untuk konsultasi gratis mengenai kebutuhan bisnis Anda. 

Penulis: Wilsa Azmalia Putri – Content Writer CTI Group  

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TERMS & CONDITIONS

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Unless otherwise stated, Helios Informatika Nusantara and/or its licensors own the intellectual property rights for all material on Helios Informatika Nusantara. All intellectual property rights are reserved. You may access this from Helios Informatika Nusantara for your own personal use subjected to restrictions set in these terms and conditions.

You must not:

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This Agreement shall begin on the date hereof. Our Terms and Conditions were created with the help of the Terms and Conditions Generator.

Parts of this website offer an opportunity for users to post and exchange opinions and information in certain areas of the website. Helios Informatika Nusantara does not filter, edit, publish or review Comments prior to their presence on the website. Comments do not reflect the views and opinions of Helios Informatika Nusantara,its agents and/or affiliates. Comments reflect the views and opinions of the person who post their views and opinions. To the extent permitted by applicable laws, Helios Informatika Nusantara shall not be liable for the Comments or for any liability, damages or expenses caused and/or suffered as a result of any use of and/or posting of and/or appearance of the Comments on this website.

Helios Informatika Nusantara reserves the right to monitor all Comments and to remove any Comments which can be considered inappropriate, offensive or causes breach of these Terms and Conditions.

You warrant and represent that:

  • You are entitled to post the Comments on our website and have all necessary licenses and consents to do so;
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You hereby grant Helios Informatika Nusantara a non-exclusive license to use, reproduce, edit and authorize others to use, reproduce and edit any of your Comments in any and all forms, formats or media.

 

Hyperlinking to our Content

The following organizations may link to our Website without prior written approval:

  • Government agencies;
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  • News organizations;
  • Online directory distributors may link to our Website in the same manner as they hyperlink to the Websites of other listed businesses; and
  • System wide Accredited Businesses except soliciting non-profit organizations, charity shopping malls, and charity fundraising groups which may not hyperlink to our Web site.

These organizations may link to our home page, to publications or to other Website information so long as the link: (a) is not in any way deceptive; (b) does not falsely imply sponsorship, endorsement or approval of the linking party and its products and/or services; and (c) fits within the context of the linking party’s site.

We may consider and approve other link requests from the following types of organizations:

  • commonly-known consumer and/or business information sources;
  • dot.com community sites;
  • associations or other groups representing charities;
  • online directory distributors;
  • internet portals;
  • accounting, law and consulting firms; and
  • educational institutions and trade associations.

We will approve link requests from these organizations if we decide that: (a) the link would not make us look unfavorably to ourselves or to our accredited businesses; (b) the organization does not have any negative records with us; (c) the benefit to us from the visibility of the hyperlink compensates the absence of Helios Informatika Nusantara; and (d) the link is in the context of general resource information.

These organizations may link to our home page so long as the link: (a) is not in any way deceptive; (b) does not falsely imply sponsorship, endorsement or approval of the linking party and its products or services; and (c) fits within the context of the linking party’s site.

If you are one of the organizations listed in paragraph 2 above and are interested in linking to our website, you must inform us by sending an e-mail to Helios Informatika Nusantara. Please include your name, your organization name, contact information as well as the URL of your site, a list of any URLs from which you intend to link to our Website, and a list of the URLs on our site to which you would like to link. Wait 2-3 weeks for a response.

Approved organizations may hyperlink to our Website as follows:

  • By use of our corporate name; or
  • By use of the uniform resource locator being linked to; or
  • By use of any other description of our Website being linked to that makes sense within the context and format of content on the linking party’s site.

No use of Helios Informatika Nusantara’s logo or other artwork will be allowed for linking absent a trademark license agreement.

 

iFrames

Without prior approval and written permission, you may not create frames around our Webpages that alter in any way the visual presentation or appearance of our Website.

 

Content Liability

We shall not be hold responsible for any content that appears on your Website. You agree to protect and defend us against all claims that is rising on your Website. No link(s) should appear on any Website that may be interpreted as libelous, obscene or criminal, or which infringes, otherwise violates, or advocates the infringement or other violation of, any third party rights.

 

Reservation of Rights

We reserve the right to request that you remove all links or any particular link to our Website. You approve to immediately remove all links to our Website upon request. We also reserve the right to amen these terms and conditions and it’s linking policy at any time. By continuously linking to our Website, you agree to be bound to and follow these linking terms and conditions.

 

Removal of links from our website

If you find any link on our Website that is offensive for any reason, you are free to contact and inform us any moment. We will consider requests to remove links but we are not obligated to or so or to respond to you directly.

We do not ensure that the information on this website is correct, we do not warrant its completeness or accuracy; nor do we promise to ensure that the website remains available or that the material on the website is kept up to date.

 

Disclaimer

To the maximum extent permitted by applicable law, we exclude all representations, warranties and conditions relating to our website and the use of this website. Nothing in this disclaimer will:

  • limit or exclude our or your liability for death or personal injury;
  • limit or exclude our or your liability for fraud or fraudulent misrepresentation;
  • limit any of our or your liabilities in any way that is not permitted under applicable law; or
  • exclude any of our or your liabilities that may not be excluded under applicable law.

The limitations and prohibitions of liability set in this Section and elsewhere in this disclaimer: (a) are subject to the preceding paragraph; and (b) govern all liabilities arising under the disclaimer, including liabilities arising in contract, in tort and for breach of statutory duty.

As long as the website and the information and services on the website are provided free of charge, we will not be liable for any loss or damage of any nature.

PRIVACY POLICY

At PT Helios Informatika Nusantara, ensuring the privacy and security of your information is of utmost importance to us. As you navigate through our website, https://www.helios.id/, collectively referred to as this “Website”, we strive to create a safe and trustworthy environment for all users. This Privacy Policy establishes the terms governing your use of our website between you (“you” or “your”) and [Helios Informatika Nusantara]. By accessing our website, you acknowledge that you have reviewed, understood, and consent to be bound by this Privacy Policy.

Information We Collect

When utilizing or engaging with our Website, we may gather or receive various types of information, collectively referred to as “Information”, including but not limited to:

  1. “Personal Information,” such as your name, email, contact details, or any other personal content provided to us via forms on our website or other means of communication (e.g., email, phone, mail, etc.).
  2. “Technical Information,” such as browser type, operating system, device type, IP address, and similar technical data typically obtained automatically from browsers or devices when interacting with our Website. This may also encompass the referring URL that directed you to our website.
  3. “Usage Information,” such as the pages visited on our website, click activity, searches conducted, and other related data on how you have utilized our website. This category may also encompass details regarding your interaction with emails, including whether you opened, clicked on links, or received them.

We acknowledge that certain Technical Information or Usage Information may be considered personal data, either independently or when combined with other data, under various laws and jurisdictions. We are committed in handling such data in accordance with applicable laws and regulations.

The Methods We Use to Collect and Receive Information

Depending on the type of Information, we collect or receive it through various channelsincluding but not limited to the following conditions:

  1. When you voluntarily share Information with us. For instance, when you subscribe to our newsletter or fill out our online form to request contact.
  2. By using cookies and similar technologies. These technologies help us analyze how our Website is utilized and tailor content that is pertinent to you. They also assist in delivering more relevant advertisements on our own or third-party sites.
  3. Information obtained from third-party sources. This encompasses Information acquired through various business support tools and services we utilize, such as Website, analytics services, etc., as well as public sources like social media sites. We may merge the Information from these sources with other data we possess to maintain updated records and provide you with pertinent content.

The Purposes

We utilize Information for the following purposes:

  1. Processing your inquiries and responding to your requests, such as when you reach out to learn more about our products or services.
  2. Sending you information related to our services and products that we believe may be of interest to you, such as an invitation to our upcoming events, follow-up by WhatsApp blast and/or call, newsletters, or updates on products and services. These communications are sent to you either based on your explicit consent or when we have a legitimate interest in marketing our products and services. You always have the option to optout of receiving invitation, newsletters, and/or updates on products and services.
  3. Understanding how you interact with our Website and tailoring it to align with your interests, past actions, and preferences. We do this to enhance our Website, diagnose any issues, and improve your experience while navigating through them.
  4. Preventing fraud or harm to us or any third party, and ensuring the security of our network and services, which is in our legitimate interest.
  5. Complying with our legal obligations and exercising and enforcing our legal rights as necessary for PT Helios Informatika Nusantara.
  6. Utilizing certain third-party marketing and advertising networks to assist in marketing our products on our website and third-party Website.

Who We Share Information With

To facilitate our business operations and the functioning of our Website, we may disclose Information to various third parties, including:

  1. Our global branches and subsidiary companies.
  2. Third-party service providers aiding in the operation of our Website, such as hosting companies, recruitment platforms and agencies, payment processors, business management,and email distribution service providers, and similar service providers. These entities are authorized to use your personal information solely to provide these services to us.
  3. When compelled by law, such as to comply with court orders, search warrants, regulatory orders, subpoenas, and other lawful requests from public authorities, including those for national security or law enforcement purposes.
  4. Legal authorities, consultants, advisors, or service providers required to investigate, respond to, or prevent fraud, or to ensure the security of our network and services and safeguard the well-being of PT Helios Informatika Nusantara or the public.
  5. In the event of a merger and/or acquisition involving PT Helios Informatika Nusantara, Information may be transferred to the merging or acquiring entity, as well as to any advisors representing parties involved in discussions related to such merger or acquisition.
  6. Principal, resellers, partners, sponsors, or service providers acting on our behalf in conjunction with the offering of PT Helios Informatika Nusantara]’s products or services.
  7. Third-party marketing and advertising networks assisting in the promotion of our products on our Website and on third-party websites, such as Google for remarketing ads across the Internet.
  8. PT Helios Informatika Nusantara may also disclose general aggregate and anonymized information (e.g., statistical data) pertaining to the use of its Website.

Cross Border Data Transfers

  1. We may need to transfer Information to countries where we and/or our service providers operate. These countries may have different data protection laws compared to the country where the data originated, potentially offering different levels of protection. By using our Website, you consent to such transfers. In cases where applicable to the services provided, we will establish agreements with our service providers to ensure a level of privacy consistent with the terms of this policy.
  2. Regarding the collection, use, and retention of personal information transferred from Indonesia, please note that PT Helios Informatika Nusantara remains compliant with all relevant laws concerning such transfers.

Protecting Your Information

We aim to uphold top-tier security standards throughout our business operations. We have adopted suitable technical and organizational safeguards aligned with industry best practices. These safeguards are devised to prevent unauthorized access or unlawful handling of Personal Information and to mitigate the risk of accidental loss, destruction, or damage of such information. As part of these efforts, we have instituted several policies and procedures to guide us, covering aspects such as asset management, access control, physical security, personnel security, product security, cloud and network infrastructure security, third-party security, vulnerability management, security monitoring, and incident response.

Information Storage and Retention

We may store Information on both our own servers and those managed by third-party data hosting providers. As explained in Section 5 above (Cross Border Transfers), these servers may be situated globally. We will retain your Personal Information only for as long as necessary to fulfill the collection’s intended purpose. Additionally, we may retain your Personal Information for the duration required to pursue our legitimate business interests, address any legal claims, and ensure compliance with legal obligations. In instances where we utilize your information for direct marketing, we will retain your data until you choose to opt-out of receiving marketing materials; however, certain information may need to be retained to maintain a record of your request.

Modifications to This Policy

PT Helios Informatika Nusantara reserves the right to amend this Privacy Policy at any time. In the event of a significant change, we will provide notice on this page and/or adjacent to the link leading to this page. These updates will become effective immediately for new Information collected or provided from the date of the update, and within thirty (30) days for any Information collected or provided to PT Helios Informatika Nusantara prior to the update. If you do not agree to the terms of the revised policy, please contact our Legal Department using the contact details provided in Section 11 below. We encourage you to periodically review this page for any updates.

Your Choices

We offer you various options regarding the use of Information in relation to: (i) our marketing activities; and (ii) our utilization of cookies and similar technologies for interest-based advertising and website usage analysis

  1. You can choose to discontinue receiving our newsletter or marketing emails by following the unsubscribe instructions included in these emails, adjusting email preferences in your account settings page, or contacting us through https://www.helios.id/You can manage your preferences concerning our use of cookies and similar technologies, which are used to provide targeted interest-based advertisements and analyze your website usage, by referring to our Cookie Policy for guidance.
  2. Moreover, the laws in some jurisdictions may grant you various rights concerning our processing of certain Information. These rights may include:
    • The right to withdraw previously provided consent;
    • The right to access specific information about you that we process;
    • The right to rectify or update any Personal Information;
    • The right to request the erasure of certain Information;
    • The right to temporarily suspend our processing of certain Information;
    • The right to receive Information in a common machine-readable format;
    • The right to object to our processing of Information for direct marketing purposes or when we rely on legitimate interests as the lawful basis for processing your information; and
    • The right to file a complaint with the relevant data protection authority.

We will address your requests promptly. Please note that these rights may be subject to limitations under applicable law. For further information on these rights or to exercise them, please contact [Helios Informatika Nusantara] at: legal@computradetech.com.

Social Media and Third-Party Services

Our Website may include a blog with a ‘comments’ section and several social media features, such as a ‘share’ button or links to third-party websites and services like Facebook, X, YouTube, LinkedIn, and Instagram. When utilizing these features, certain information may be gathered by these third parties, such as your IP address or the specific page you are visiting on our website. Additionally, these third parties may set cookies to ensure the proper functioning of the features. Any data collected by these third parties is subject to their respective privacy policies. We encourage you to thoroughly review the privacy policies of these third parties.

Contacting Us

If you have any questions or concerns regarding this Website Privacy Policy, the information we collect, PT Helios Informatika Nusantara’s practices, or your interactions with the Website, please feel free to contact us. You can reach us via email at legal@computradetech.com or by physical mail addressed to: PT Helios Informatika Nusantara  Centennial Tower, 12th Floor Jl. Jend. Gatot Subroto Kav. 24-25 Jakarta 12930, Indonesia phone: +62 21 8062 22