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AI Business Intelligence: Insight Lebih Cepat, Keputusan Lebih Tepat

Data kini menjadi salah satu aset bisnis paling berharga yang terus tumbuh dengan kecepatan yang sulit dibayangkan, namun banyak organisasi masih kesulitan mengubah data menjadi insight yang dapat ditindaklanjuti. Tantangannya bukan lagi pada kurangnya data, melainkan bagaimana menemukan insight yang relevan dengan cepat di tengah volume data yang terus bertambah.

Menurut AWS, Amazon Quick memungkinkan pengguna melakukan analisis data hingga 10 kali lebih cepat dibandingkan spreadsheet tradisional melalui kemampuan generative AI dan natural language query.  Di saat yang sama, kebutuhan bisnis terhadap keputusan yang lebih cepat terus meningkat. Hanya saja, proses analytics masih sering bergantung pada tim data atau kemampuan teknis seperti SQL dan dashboard yang kompleks.

Inilah yang mendorong munculnya AI business intelligence, sebuah pendekatan baru yang menggabungkan Business Intelligence dengan AI untuk mempercepat pengambilan keputusan melalui insight hanya dengan bertanya menggunakan bahasa sehari-hari. Amazon Quick menjadi salah satu inovasi terdepan yang menghadirkan kemampuan tersebut melalui conversational BI dan AI-powered analytics.

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Tantangan Mengenai Data Analytics di Berbagai Industri

Tantangan mengenai data analytics di berbagai industri
Tantangan mengenai data analytics di berbagai industri

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Sebelum memahami bagaimana AI business intelligence menjawab kebutuhan bisnis modern, penting untuk mengetahui bahwa pendekatan analytics tradisional tidak lagi cukup. Ada beberapa tantangan yang dihadapi organisasi terkait data analytics, di antaranya:

• Data tersebar di banyak sistem berbeda
• Ketergantungan tinggi pada tim data atau data analyst
• Proses pembuatan laporan yang memakan waktu
• Sulit menemukan insight secara real-time.
• Keterbatasan kemampuan teknis pengguna bisnis
• Dashboard kompleks dan sulit dipahami

 

Akibatnya, proses pengambilan keputusan sering menjadi lambat karena bisnis harus menunggu laporan atau analisis dari tim teknis terlebih dahulu. Di tengah persaingan bisnis yang semakin cepat, organisasi membutuhkan pendekatan analytics yang lebih sederhana, cepat, dan dapat diakses oleh seluruh pengguna bisnis.

Dalam hal ini AI business intelligence memiliki peran penting untuk membantu organisasi mengatasi berbagai tantangan. Amazon Quick menjadi solusi AI business intelligence dalam mengubah cara organisasi menemukan insight bisnis.

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Apa itu Amazon Quick? 

Amazon Quick adalah kemampuan generative business intelligence berbasis AI dari AWS yang memungkinkan pengguna melakukan analisis data menggunakan natural language tanpa memerlukan SQL, coding, atau kemampuan teknis seperti data analytics. Sebagai bagian dari platform analytics AWS, Amazon Quick mengubah cara pengguna berinteraksi dengan data.

Alih-alih membuka tool analytics yang kompleks dan membangun query atau dashboard secara manual, pengguna cukup mengetikkan pertanyaan seperti:

• Produk apa yang memiliki penjualan tertinggi bulan ini?”
• Tampilkan revenue berdasarkan region.
• Cabang mana yang mengalami pertumbuhan tercepat selama kuartal terakhir?
• Faktor apa yang menyebabkan penurunan profit minggu lalu?
• Bandingkan performa tim sales Q1 vs Q2.

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Amazon Quick secara otomatis memahami dan menginterpretasikan pertanyaan di atas, mengakses serta menganalisis data yang relevan, dan menghasilkan visual analytics, dashboard, chart, serta narasi insight hanya dalam hitungan detik. Dengan kemampuan ini, Amazon Quick kemudian menghasilkan visual analytics, dashboard interaktif, grafik dan chart, executive summary, dan data story berbasis AIhanya dalam hitungan detik.

Solusi ini adalah perubahan fundamental dalam bagaimana analytics bekerja di dalam organisasi, mulai dari model di mana analyst membuat laporan untuk business user, menuju model di mana business user langsung mengajukan pertanyaan kepada data dan mendapatkan jawaban secara instan.

Amazon Quick menghadirkan kemampuan BI berbasis AI yang menjembatani last-mile gap antara insight dan tindakan, memungkinkan eksplorasi data secara konversasional, mengambil tindakan langsung dari dashboard, dan memanfaatkan lebih dari 40 integrasi aplikasi, sekaligus memastikan semua tetap menjaga keamanan dan governance enterprise.

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Baca Juga: SAP on AWS: Fondasi Penting untuk Bisnis yang Siap Tumbuh

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Mengapa Bisnis Semakin Membutuhkan AI Powered Business Intelligence?

mengapa bisnis semakin membutuhkan AI powered business intelligence
mengapa bisnis semakin membutuhkan AI powered business intelligence

.Tren yang mendorong adopsi AI business intelligence bukan sekadar pergeseran teknologi untuk membantu organisasi memahami apa yang telah terjadi. Namun AI Business Intelligence membantu organisasi memahami apa yang terjadi, mengapa hal itu terjadi, dan apa yang perlu dilakukan berikutnya. Beberapa faktor yang mendorong adopsi AI-powered BI di antaranya

Volume Data yang Terus Bertambah 

Semakin banyak data yang dihasilkan perusahaan, semakin sulit melakukan analisis secara manual. AI membantu mengidentifikasi pola dan insight lebih cepat dibandingkan metode tradisional.

Kebutuhan Keputusan Real-Time 

Bisnis modern membutuhkan keputusan dalam hitungan menit, bukan hari atau minggu. AI memungkinkan insight diperoleh hampir secara instan.

Self-Service Analytics 

Tidak semua pengguna bisnis memiliki kemampuan SQL atau data science. AI membantu menjembatani kesenjangan tersebut melalui conversational analytics.

Efisiensi Operasional 

Tim data dapat fokus pada analisis strategis karena pengguna bisnis dapat melakukan eksplorasi data secara mandiri.

Peningkatan Produktivitas 

AWS menyebutkan bahwa Amazon Quick memungkinkan pengguna melakukan analisis kompleks, eksplorasi tren, dan skenario bisnis menggunakan natural language tanpa keahlian khusus.

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Mengapa Amazon Quick Sangat Cocok untuk Business Analytics Modern? 

Amazon Quick dirancang untuk menjawab kebutuhan analytics modern yang semakin dinamis dan berbasis cloud. Beberapa keunggulan utama yang menjadikannya pilihan ideal untuk AI Business Intelligence antara lain.

Conversational BI 

Pengguna cukup mengajukan pertanyaan menggunakan bahasa sehari-hari dan Amazon Quick akan memberikan jawaban beserta visualisasi yang relevan secara otomatis.

Quick Research 

Analisis dokumen dan data dapat dilakukan lebih cepat melalui AI-generated insights, executive summary, dan automated reporting.

Quick Flows & Automation 

Organisasi dapat mengotomatisasi workflow bisnis dan menghubungkan berbagai aplikasi seperti Salesforce, Zendesk, dan ServiceNow tanpa pengembangan yang kompleks.

Real-Time Interactive Dashboard 

Dashboard interaktif membantu bisnis memonitor KPI, performa operasional, dan indikator bisnis secara real-time.

Serverless Architecture 

Amazon Quick menggunakan arsitektur serverless sehingga perusahaan tidak perlu mengelola infrastruktur analytics sendiri. Platform dapat melakukan scaling secara otomatis sesuai kebutuhan pengguna.

Cost Efficient

Model berbasis cloud memungkinkan organisasi mengurangi investasi infrastruktur sekaligus meningkatkan fleksibilitas penggunaan analytics.

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Baca Juga: Apakah AWS Database Migration Service Jadi Kunci Migrasi Database Modern?

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Bagaimana Amazon Quick Membantu Berbagai Industri? 

Dengan fleksibilitas dan skalabilitas tinggi, Amazon Quick dapat diimplementasikan di berbagai sektor industrial untuk mempercepat proses analytics dan pengambilan keputusan.

Ritel 

Perusahaan ritel beroperasi dalam lingkungan yang cepat berubah di mana tren bergeser, permintaan melonjak mendadak, dan persaingan harga nyaris terjadi secara real-time. Dengan menggunakan Amazon Quick, perusahaan ritel dapat:

• Analisis penjualan real-time
• Monitoring performa produk
• Identifikasi tren pelanggan
• Evaluasi promosi dan kampanye pemasaran
• Prediksi kebutuhan inventory

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Dengan insight yang lebih cepat, retailer dapat meningkatkan customer experience sekaligus mengoptimalkan profitabilitas bisnis. Dashboard real-time yang menampilkan KPI penjualan per cabang, per kategori, dan per periode memungkinkan regional manager untuk mendeteksi anomali lebih awal di kantor cabang yang underperforms, produk yang overstocked, atau promosi yang tidak menghasilkan konversi yang diharapkan.

Finansial 

Institusi keuangan dapat memanfaatkan Amazon Quick untuk memonitoring risiko, fraud analytics, analisis profitabilitas, customer segmentation, dan performance reporting. Kemampuan AI membantu tim bisnis menemukan pola dan anomali yang sebelumnya sulit dideteksi secara manual.

Amazon Quick memungkinkan analis risiko, relationship manager, dan eksekutif keuangan untuk mengakses insight dari portfolio pinjaman, tren transaksi, dan indikator risiko tanpa harus menunggu laporan yang disiapkan secara manual.

Tim compliance dapat menggunakan Amazon Quick untuk memantau pola transaksi yang berpotensi mencurigakan secara real-time, dengan dashboard yang dapat dikonfigurasi untuk menyoroti anomali yang memerlukan investigasi lebih lanjut. Relationship manager dapat melihat profil komprehensif nasabah.

Manufaktur 

Efisiensi operasional adalah kompetisi utama di industri manufaktur, dan data dari lantai produksi yang tidak dapat dianalisis secara cepat adalah peluang perbaikan yang terlewatkan. Amazon Quick mengintegrasikan data dari sistem MES (Manufacturing Execution System), sensor IoT, dan ERP untuk memberikan visibilitas real-time atas Overall Equipment Effectiveness (OEE), downtime peralatan, defect rates, dan utilisasi kapasitas.

Industri manufaktur dapat memanfaatkan Amazon Quick untuk supply chain analytics, monitoring produksi, analisis kualitas produk, prediksi downtime mesin, dan pengelolaan inventory. Insight real-time membantu meningkatkan efisiensi operasional dan mengurangi biaya produksi.

Kesehatan 

Industri kesehatan menghadapi tekanan unik: mengelola biaya operasional yang terus meningkat sekaligus menjaga kualitas layanan pasien di tengah regulasi yang ketat. Dengan Amazon Quick administrator rumah sakit, kepala departemen, dan tim keuangan dapat menganalisis data operasional klinis dan administratif dari satu platform terpadu. Organisasi kesehatan dapat menggunakan Amazon Quick untuk monitoring layanan pasien, analisis operasional rumah sakit, resource planning, evaluasi performa layanan, dan analisis data klinis.

Logistik dan Distribusi

Perusahaan logistik beroperasi dengan margin tipis di mana efisiensi operasional setiap hari secara langsung mempengaruhi profitabilitas. Amazon Quick memungkinkan manajer operasional untuk memantau performa armada, utilisasi gudang, on-time delivery rates, dan biaya per pengiriman secara real-time.

Analitik rute dapat mengidentifikasi peluang optimasi yang mengurangi konsumsi bahan bakar dan waktu pengiriman. Dashboard pelanggan yang di-embed dalam platform layanan memungkinkan klien memantau status pengiriman mereka sendiri, mengurangi volume panggilan ke customer service. Tim perencanaan kapasitas dapat menggunakan analitik prediktif untuk mengantisipasi lonjakan permintaan selama periode puncak dan mempersiapkan sumber daya yang diperlukan

Telekomunikasi

Perusahaan telekomunikasi dapat memperoleh manfaat berupa customer churn analytics, network performance monitoring, revenue optimization, customer behavior analysis, dan service quality monitoring.

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Baca Juga: Application Modernization: Upgrade Sekarang atau Bisnis Anda Tertinggal

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Implementasikan AI Business Intelligence Bersama AWS Hanya di Helios 

Kecepatan menemukan insight kini menjadi faktor pembeda utama dalam memenangkan persaingan bisnis. Organisasi yang mampu mengubah data menjadi keputusan lebih cepat akan memiliki keunggulan yang jauh lebih besar dibandingkan kompetitor yang masih bergantung pada proses analytics tradisional.

Dengan Amazon Quick, perusahaan dapat menghadirkan AI Business Intelligence, Conversational BI, Self-Service Analytics, dan Real-Time Insights dalam satu platform cloud yang scalable dan cost-efficient. Sebagai AWS distributor di Indonesia, Helios siap membantu organisasi Anda mengimplementasikan Amazon Quick dan membangun strategi analytics yang lebih modern, cepat, dan berbasis AI.

Helios sebagai bagian dari CTI Group, didukung Tim berpengalaman yang siap membantu mengimplementasikan AI business intelligence pada bisnis Anda. Jadwalkan konsultasi GRATIS bersama tim Helios dan temukan bagaimana solusi ini dapat mempercepat pengambilan keputusan bisnis Anda.

 

 

Penulis: Ervina Anggraini – Content Writer CTI Group

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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:
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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 channels, including 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:
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  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.

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

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 [email protected] 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