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封面
市場調查報告書
商品編碼
2010070

印尼電信：通訊業自動化、人工智慧和高階網路案例研究

Telkom Indonesia - A Case Study in Telco Automation, AI and AN: Telkom Tackles the Challenge of Serving Customers Scattered Across 6,000+ Islands and Dozens of Legacy Silos with Minimal Human Intervention
出版日期: | 出版商: MTN Consulting, LLC | 英文 10 Pages | 訂單完成後即時交付

價格

Telkom 正在努力解決客戶分散在 6000 多個島嶼上以及孤立的舊有系統帶來的挑戰，並盡可能減少人工干預。

本報告探討了自動化、自主網路（AN）和人工智慧/生成式人工智慧在印尼電信業務中的作用。其目的是闡明這些技術的應用如何降低成本並產生收入，並找出透過這些投資實現利潤率顯著提升的通訊業者。

印尼電信（Telkom Indonesia）是印尼規模最大、歷史最悠久的通訊業者。儘管印尼電信的企業發展主要集中在電信領域，且除電信業務外鮮有其他業務，但在印尼國內市場仍佔據主導地位。在行動通訊領域，Telkomsel是最大的營運商，其次是Indosat Ooredoo Hutchison (IOH)和XLSmart（由XL Axiata和Smartfren合併而成）。在固定寬頻領域，印尼電信透過其子公司IndiHome保持市場主導地位，而Biznet、MyRepublic和其他一些細分領域的營運商則在特定區域競爭。在全球範圍內，印尼電信的規模小規模，2024年其資本支出僅佔全球通訊業者資本支出的0.63%。然而，印尼電信卻擁有通訊業最高的利潤率之一。其2025年第三季的年化息稅前利潤率（EBIT利潤率）為27%，位居全球第七。該公司擁有較低的資產資本充足率和較高的資產報酬率（ROA）。員工人數已從2020年第四季的尖峰時段25,400人下降至2025年第三季的19,200人。在成本方面，該公司更重視資本成本而非人事費用。資本支出（CAPEX）佔銷售額的比例通常是人事費用的兩倍左右。儘管如此，自動化和人工智慧在該公司目前的策略規劃中仍然扮演著重要角色。

MTN顧問公司對印尼電信在自動化、人工智慧和應用網路（AN）的成熟度評分為3.5分（滿分為5分）。鑑於該公司嚴格的評估標準，這一分數代表了較高的成就水準。印尼電信顯然是區域領導者，儘管面臨充滿挑戰的地理市場環境和較低的平均每用戶收入（ARPU），仍持續保持行業領先的利潤率。印尼電信已從分散的、依賴工具的方式轉向以用例為主導的策略，優先發展高影響力業務領域，例如利用生成式人工智慧來增強事件管理和客戶搜尋能力。 Telkomsel和Telin繼續在其各自的移動和國際業務部門推進相關實施。母公司面臨的挑戰包括其眾多子公司進展不一，以及需要提升其內部人工智慧工程能力。

本報告提及的組織：

  • Amazon Web Services
  • Amdocs
  • Biznet
  • Cisco
  • Devoteam
  • Ericsson
  • Google Cloud
  • Huawei
  • Indosat Ooredoo Hutchison
  • InfraNexia
  • Metrodata
  • Microsoft
  • MyRepublic
  • NeutraDC
  • Nokia
  • NVIDIA
  • Oracle
  • Sand Technologies
  • SAP
  • Singtel (Paragon)
  • Smartfren
  • Telin
  • Telkomsel
  • Universitas Gadjah Mada
  • valuoo
  • Whale Cloud
  • XL Axiata
  • XLSmart
  • ZTE

目錄

第1章概要

第2章：印尼電信的成長、盈利與策略

第3章：Telkom是誰？

第4章：Telkom的策略計畫（TLKM30）

第5章：Telkom 的自動化、人工智慧與自主網路

第6章：高階主管寄語

第7章 自動化

第 8 章人工智慧（人工智慧和生成式人工智慧）

第9章：自治網路

第10章：Telkom的展望

第11章附錄

Product Code: TAIA-07042026-1

Telkom tackles the challenge of serving customers scattered across 6,000+ islands and dozens of legacy silos with minimal human intervention

This profile addresses the role of automation, autonomous networks (AN), and AI/GenAI in Telkom Indonesia's telco operations. The goal is to answer how deployment of these technologies can cut costs and create new revenues, and identify which telcos are achieving tangible margin gains from their investments.

Telkom Indonesia is Indonesia's largest telco and the historical incumbent provider. Telkom has little position outside of telecom and is focused mainly one geography, but it is the leading player in Indonesia. In mobile, Telkomsel is biggest, followed by Indosat Ooredoo Hutchison (IOH) and XLSmart (XL Axiata + Smartfren). In fixed broadband, Telkom Indonesia remains the clear leader through IndiHome, with Biznet, MyRepublic, and other niche providers competing in specific areas. Globally, Telkom is a small player, accounting for 0.63% of global telco capex in 2024. Telkom has among the highest profit margins in the telecom world, though: 3Q25 annualized EBIT margin was 27%, 7th highest globally. Debt to equity is low and return on assets high. Headcount has fallen from a 4Q20 peak of 25.4K to 19.2K in 3Q25. Cost-wise, the company is more concerned with capital costs than labor costs. As a % of revenues, capex is usually about 2x the level of labor. Regardless, automation and AI play a large role in their current strategic plan.

MTN Consulting rates Telkom Indonesia as a 3.5 out of 5 in the maturity of its efforts around automation, AI and AN. We are tough graders, so this is an accomplishment. The company is clearly a strong regional leader, and it has overcome a challenging geographic market and low ARPUs to consistently record one of the highest profit margins in the industry. Telkom has transitioned from a fragmented tools-based approach to a use-case-driven strategy. This approach prioritizes high-impact operational domains, such as GenAI for incident management and enhanced customer search. Telkomsel and Telin continue to drive execution in the mobile and international sectors, respectively. The parent company's challenges include uneven progress across many subsidiaries, and a need to mature internal AI engineering capabilities.

Organizations mentioned in this report include:

  • Amazon Web Services
  • Amdocs
  • Biznet
  • Cisco
  • Devoteam
  • Ericsson
  • Google Cloud
  • Huawei
  • Indosat Ooredoo Hutchison
  • InfraNexia
  • Metrodata
  • Microsoft
  • MyRepublic
  • NeutraDC
  • Nokia
  • NVIDIA
  • Oracle
  • Sand Technologies
  • SAP
  • Singtel (Paragon)
  • Smartfren
  • Telin
  • Telkomsel
  • Universitas Gadjah Mada
  • valuoo
  • Whale Cloud
  • XL Axiata
  • XLSmart
  • ZTE

Table of Contents

1. Summary

2. Growth, profitability and strategy at Telkom Indonesia

3. Who is Telkom

4. Telkom's strategic plan - TLKM30

5. Automation, AI and Autonomous Networks at Telkom

6. Executive quotes

7. Automation

8. Artificial intelligence (AI & GenAI)

9. Autonomous Networks

10. Outlook for Telkom

11. Appendix

List of Figures and Tables

  • Table 1: Telco snapshot - Telkom Indonesia
  • Figure 1: Revenue and capex trend line - Telkom Indonesia
  • Figure 2: Headcount and labor costs for Telkom Indonesia
  • Figure 3: Variation in major cost categories and EBIT margin for Telkom Indonesia
  • Figure 4: Main pillars of Telkom's strategy through 2030