IoTデータ管理・分析市場 - 技術・インフラ・展開モデル (クラウド vs プレミス)・ソリューション・用途・サービス別：2025年～2030年

概要

この調査レポートは、IoTデータ管理とアナリティクスの市場を評価しています。所有権、保管管理、使用権に基づくIoTデータの管理など、主要な課題と機会を分析しています。

サービスとしてのIoTデータとサービスとしてのIoT主導の意思決定の機会を評価しています。2025年から2030年までの静的データとリアルタイムデータの両方について、技術、インフラ、アプリケーション、サービス別の予測を掲載しています。

また、IoTデータの収集、保存、分析、可視化に関わる実質的な市場機会についても評価しています。リアルタイム、ストリーミングデータのIoTビジネスデータが、全く新しい製品やサービスの提供を促進し、コンテキストやプロセスに落とし込むことができれば、どのように高い価値を持つようになるかを明らかにしています。

モノのインターネットとIoTデータ市場

モノのインターネット（IoT）は、その部分の総和をはるかに超えるものです。IoT技術市場のソリューションを動力源とするIoTアプリケーションは、ハードウェア、ソフトウェア、サービスのエコシステムに依存しています。IoTシステムは、意思決定に不可欠なデータを提供する相互接続経路を持つ人間の神経系に似た形で進化することが想定されています。

しかし、人間とは異なり、IoTインテリジェンスは、特定のネットワークやシステムのさまざまな部分に存在し、活動するように設計される可能性があります。したがって、エッジ・コンピューティング、AI、および認知を含む設計と実装の決定は、IoTの長期的な成功にとって非常に重要です。クラウド・コンピューティング、モバイル・エッジ・コンピューティング、コグニティブ・ネットワーキング、データ分析、組み込みAIアルゴリズムの融合には、チャンスが広がっています。

AIと高度なビッグデータ分析を組み合わせることで、生データに意味を持たせ、意思決定のための情報として役立てることができます。IoTやデータ分析における意思決定にAIを活用することは、特にエッジコンピューティング・ネットワークに関連するストリーミング・データやリアルタイム分析において、効率的かつ効果的な意思決定を行う上で極めて重要になります。

リアルタイム・データは、すべての使用事例、セグメント、ソリューションにとって重要な価値提案です。ストリーミング・データを取得し、価値ある属性を決定し、リアルタイムで意思決定を行う能力は、サービス・ロジックにまったく新しい次元を加えることになります。多くの場合、データそのものや実用的な情報がサービスになります。

目次

第1章 エグゼクティブサマリー

• 調査の背景
• 調査範囲
• 対象読者
• 対象企業を選択

第2章 IoTデータ管理および分析市場概要

• IoTデータ管理と分析の市場エコシステム
• IoTデータ管理と分析の市場機会全体
• 地域別IoTデータ管理および分析市場の見通し

第3章 IoTデータ管理と分析のイントロダクション

• 新興データ経済におけるIoTデータ
  • IoTデータ戦略
  • IoTとモノの分析
  • 具体的な戦略的考慮事項
• 独自のIoTデータ管理要件
  • IoT構造化データと非構造化データ
  • 主なIoTデータの特徴
• IoTデータ管理業務
  • 基本的なデータの実装と運用上の課題
  • データ管理と生データの処理
  • 集中型ストレージと分散型処理
  • API経由でIoTデータにアクセスし、交換する
  • データセキュリティと個人情報のプライバシー
• IoTデータと分析の収益化
  • IoTデータとIoTデータ分析
  • IoTデータ管理の収益化に関する主な問題
  • 直接的な収益化と間接的な収益化
  • 内部vs.外部エンタープライズIoTデータの収益化
  • 公共データの収益化
  • ハイブリッドIoT収益化
  • IoTデータ管理と分析別収益化
• IoTデータの運用要件
  • IoT OSSとBSS
  • IoT仲介とオーケストレーション
• IoTデータ分析の市場展望
  • IoTデータ管理は企業全体で普遍的な機会です
  • IoTデータは大きな収益機会となる
  • IoTデータ別予測分析を導入する組織が増加
  • リアルタイムストリーミングIoTデータ分析が大きなビジネスチャンスに
  • IoTデータ分析におけるインテリジェントな戦略とスマートな投資
  • IoTデータで大幅な運用コスト削減と新規ビジネスの創出を実現
  • IoTデータ管理と分析用に特別に設計されたツール
  • IoTデータ管理と分析のロードマップ

第4章 IoTデータ管理と分析市場力学

• IoTデータ管理ドライバー
• IoTデータ管理の課題

第5章 IoTデータプラットフォームプロバイダー

• アムドックス
• アプリカルーセル
• 都市データ交換
• ホラダタ
• インターデジタル
• レッドニー
• テルビン
• タイルペイ

第6章 IoTデータを可能にするテクノロジー

• IoTデータソリューションの現在の課題
  • IoTにおける機械生成データに必要な強化されたツール
  • IoTデータにおけるHadoopの利点と限界
• IoTデータ向けに特別に開発されたテクノロジー
  • 新たな統合ログレイヤーアプローチ
  • IoTデバイスのデータフォーマット
  • 主要なIoTプロトコル
  • IoTデータのための分析プラットフォームとクラウドベースのデータストレージ

第7章 ベンダー分析

• IoTデータにおける主要ベンダーの動向
• 大企業がM&Aや提携を通じて主導権を握る
  • 初期の受益者：分析およびクラウドサービス分野の既存企業
  • 柔軟で拡張可能な収益モデルが最も成功する
• 企業分析を選択
  • 主要プレーヤーの最近の開発
  • アクセンチュア
  • AGTインターナショナル
  • ボッシュソフトウェアイノベーション
  • キャップジェミニ
  • シスコシステムズ株式会社
  • GEデジタル
  • グーグル
  • インテルコーポレーション
  • リンクスソフトウェアテクノロジーズ株式会社
  • 株式会社マアナ
  • マイクロソフト株式会社
  • MongoDB株式会社
  • ParStream（ParStreamシスコ）
  • PTCC
  • 暴動
  • SAP SE
  • SQLstream株式会社
  • テリエント
  • テラデータ株式会社
  • ウインドリバー

第8章 IoTデータ管理と分析市場のメリット、機能、ケーススタディ

• IoTデータ分析ソリューションのメリット
• IoTにおけるデータ管理の主要機能
• IoTデータ分析のケーススタディ
  • AWS IoTケーススタディ
  • サプライチェーン管理のための予測分析
  • American InstrumentationがAzureベースのIoTソリューションを導入
  • IoT-商業用不動産管理

第9章 結論・提言

第10章 世界のIoTデータ管理プラットフォームとツール市場の分析と予測2025年-2030年

• IoTデータ管理プラットフォームおよびツール市場全体の検討事項と展望
  • IoTアプリケーションの分析に関する考慮事項
  • IoTデータ処理と分析のパイロットが2030年まで主流に
• IoTデータ管理プラットフォームとツールの市場展望と予測2025-2030
  • 地域別IoTデータ管理プラットフォームおよびツール市場2025-2030
  • IoTデータ分析サービスの機会
  • IoTデータ管理製品2025-2030
  • クラウドvs.オンプレミスIoTデータプラットフォームの展開2025-2030
  • IoTデータストリーミング分析ソリューション市場2025-2030
  • 世界のIoTデータ管理ソリューション市場：産業分野別2025-2030年
  • IoTデータ・アズ・ア・サービス2025-2030
• IoTデータインフラストラクチャのROI評価
  • IoTのROIを決定する要因
  • 産業分野別のIoT投資のROI

第11章 付録

• 世界ストリーミングIoTデータ分析2025-2030
• 地域ストリーミングIoTデータ分析2025-2030
  • 地域ストリーミングIoTデータのハイライト
  • アジア太平洋市場2025-2030
  • 欧州市場2025-2030
  • 北米市場2025-2030
  • ラテンアメリカ市場2025-2030
  • 中東・アフリカ市場2025-2030
• 国別ストリーミングIoTデータ分析2025-2030
  • アジア太平洋諸国におけるIoTデータのストリーミング2025-2030
  • 欧州諸国におけるIoTデータのストリーミング2025-2030
• 北米諸国におけるIoTデータのストリーミング2025-2030
  • 北米の主要国
  • ラテンアメリカ諸国におけるIoTデータのストリーミング2025-2030
  • 中東およびアフリカ諸国におけるIoTデータのストリーミング2025-2030

Figures

• Figure 1: IT and OT IoT Data Merge
• Figure 2: IoT Data Strategy Impacts Architecture
• Figure 3: IoT Data by 2030
• Figure 4: IoT Data vs. Non-IoT Unstructured Data
• Figure 5: IoT Data Processing Flow
• Figure 6: Distributed IoT Data Architecture
• Figure 7: IoT Data Not Stored Only
• Figure 8: Real-time IoT Data Management and Analytics
• Figure 9: APIs enable IoT Data Access and Exchange
• Figure 10: Security in IoT Data Architecture
• Figure 11: IoT Data Care of Custody
• Figure 12: Direct vs. Indirect IoT Data Monetization
• Figure 13: Internal vs. External IoT Data Monetization
• Figure 14: Merging IoT Data Sources - Hybrid Data
• Figure 15: IoT Data Exchange Marketplace
• Figure 16: IoT Mediation Architecture
• Figure 17: IoT Identity Database Functionality
• Figure 18: IoT Permissions Database
• Figure 19: IoT Permissions Hierarchy
• Figure 20: IoT Device Discovery and Alerting
• Figure 21: IoT Device Discovery Dashboard
• Figure 22: Smartphone Alert of Blocked IoT Connection Attempt
• Figure 23: Smart Watch Alert of Blocked IoT Connection Attempt
• Figure 24: IoT Mediation and Virtual Control of Real Objects
• Figure 25: IoT Mediation in Industry Verticals
• Figure 26: Phase One: Limited IoT Data Sharing without Formalized Mediation
• Figure 27: Phase Two: IoT Data Sharing between Limited Industries
• Figure 28: Phase Three: Broadly shared IoT Data across Industries and between Competitors
• Figure 29: Inclusion of Predictive Models in Streaming IoT Data Analytics
• Figure 30: Streaming IoT Data Sources Compared
• Figure 31: Comparison of IoT Data Analytics Investment Focus
• Figure 32: IoT Data Analytics Technology and Tool Choice in Enterprise
• Figure 33: IoT Data Operational Savings and New Revenue Opportunities
• Figure 34: IoT Data Management and Analytics Roadmap 2016 to 2025
• Figure 35: IoT Data Management and Analytics Market Drivers and Challenges
• Figure 36: IoT Data Platform Functions
• Figure 37: IoT Data Analytics Benefits
• Figure 38: IoT Data Analytics Capabilities
• Figure 39: IoT Technology and Solutions Stack
• Figure 40: IoT Data Management platforms and Tools Market 2025 - 2030
• Figure 41: Regional Markets for IoT Data Management Platforms and Tools 2025 - 2030
• Figure 42: IoT Data Management Markets by Product Type 2025 - 2030
• Figure 43: Full Stack Platforms for IoT Data 2025 - 2030
• Figure 44: Single Product Platforms for IoT Data 2025 - 2030
• Figure 45: IoT Data Collection Solutions 2025 - 2030
• Figure 46: Regional IoT Data Collection Solutions 2025 - 2030
• Figure 47: IoT Data Storage Solutions 2025 - 2030
• Figure 48: Regional IoT Data Storage Solutions 2025 - 2030
• Figure 49: IoT Data Analytics Solutions 2025 - 2030
• Figure 50: Regional IoT Data Analytics Solutions 2025 - 2030
• Figure 51: IoT Data Management Supporting Solutions 2025 - 2030
• Figure 52: IoT Data by Deployment Model 2025 - 2030
• Figure 53: Global Market for IoT Data Streaming Analytics Solutions 2025 - 2030
• Figure 54: IoT Data IoT Data Streaming Analytics Solutions by Type 2025 - 2030
• Figure 55: IoT Data Management Solutions Market by Industry Vertical 2025 - 2030
• Figure 56: Healthcare Industry IoT Data Management Solutions Market 2025 - 2030
• Figure 57: Regional IoT Data Management Solutions Market for Healthcare Industry 2025 - 2030
• Figure 58: IoT Data Management Solutions Market for Retail Industry 2025 - 2030
• Figure 59: Regional IoT Data Management Solutions Market for Retail Industry 2025 - 2030
• Figure 60: IoT Data Management Solutions Market for Manufacturing Industry 2025 - 2030
• Figure 61: Regional IoT Data Management Solutions Market for Manufacturing Industry 2025 - 2030
• Figure 62: IoT Data Management Solutions Market for HVAC Industry 2025 - 2030
• Figure 63: Regional IoT Data Management Solutions Market for HVAC Industry 2025 - 2030
• Figure 64: IoT Data Management Solutions Market for Oil & Gas Industry 2025 - 2030
• Figure 65: Regional IoT Data Management Solution Market for Oil & Gas Industry 2025 - 2030
• Figure 66: IoT Data Management Solutions Market for Transport & Cargo Industry 2025 - 2030
• Figure 67: Regional IoT Data Management Solution Market for Transport & Cargo Industry 2025 - 2030
• Figure 68: IoT Data Management Solutions Market for Utility Industry 2025 - 2030
• Figure 69: Regional IoT Data Management Solution Market for Utility Industry 2025 - 2030
• Figure 70: IoT Data Management Solutions Market for Consumer Electronics Industry 2025 - 2030
• Figure 71: Regional IoT Data Management Solution Market for Consumer Electronics Industry 2025 - 2030
• Figure 72: IoT Data-as-a-Service Market 2025 - 2030
• Figure 73: IoT Data-as-a-Service Revenue by Region 2025 - 2030
• Figure 74: IoT Data-as-a-Service Markets by Industry Sector 2025 - 2030
• Figure 75: Global ROI Assessment of IoT Data Management Solutions 2025 - 2030
• Figure 76: Global ROI Assessment of IoT Data Management Solutions by Industry Sector 2025 - 2030
• Figure 77: ROI Assessment of IoT Data by Retail Sector 2025 - 2030
• Figure 78: IoT Data in Retail Sector by ROI Factor 2025 - 2030
• Figure 79: ROI Assessment of IoT Data by Healthcare Sector 2025 - 2030
• Figure 80: IoT Data in the Healthcare Sector by ROI Factor 2025 - 2030

Tables

• Table 1: IoT Data Management Platform and Tools Market 2025 - 2030
• Table 2: Regional Markets for IoT Data Management Platforms and Tools 2025 - 2030
• Table 3: IoT Data Management Markets by Product Type 2025 - 2030
• Table 4: Full Stack Platforms for IoT Data 2025 - 2030
• Table 5: Single Product Platforms for IoT Data 2025 - 2030
• Table 6: IoT Data Collection Solutions 2025 - 2030
• Table 7: Regional IoT Data Collection Solutions 2025 - 2030
• Table 8: IoT Data Storage Solutions 2025 - 2030
• Table 9: Regional IoT Data Storage Solutions 2025 - 2030
• Table 10: IoT Data Storage Solutions 2025 - 2030
• Table 11: Regional IoT Data Analytics Solutions 2025 - 2030
• Table 12: IoT Data Management Supporting Solutions 2025 - 2030
• Table 13: IoT Data by Deployment Model 2025 - 2030
• Table 14: Global IoT Data Streaming Analytics Solutions 2025 - 2030
• Table 15: Global IoT Data Streaming Analytics Solutions Markets by Industry Vertical 2025 - 2030
• Table 16: IoT Data Streaming Analytics Solutions by Segments in Retail Industry 2025 - 2030
• Table 17: Retail Industry IoT Data Streaming Analytics Solutions Markets by Type 2025 - 2030
• Table 18: Telecom & IT IoT Data Streaming Analytics Solutions by Segment 2025 - 2030
• Table 19: Telecom & IT IoT Data Streaming Analytics Solutions by Type 2025 - 2030
• Table 20: Energy & Utilities IoT Data Streaming Analytics Solutions by Segment 2025 - 2030
• Table 21: Energy & Utilities IoT Data Streaming Analytics Solutions by Type 2025 - 2030
• Table 22: Government IoT Data Streaming Analytics Solutions by Segment 2025 - 2030
• Table 23: Government IoT Data Streaming Analytics Solutions by Type 2025 - 2030
• Table 24: Healthcare & Life Science IoT Data Streaming Analytics Solutions by Segment 2025 - 2030
• Table 25: Healthcare & Life Science IoT Data Streaming Analytics Solutions by Type 2025 - 2030
• Table 26: Manufacturing IoT Data Streaming Analytics Solutions by Segment 2025 - 2030
• Table 27: Manufacturing IoT Data Streaming Analytics Solutions by Type 2025 - 2030
• Table 28: Transportation & Logistics IoT Data Streaming Analytics Solutions by Segment 2025 - 2030
• Table 29: Transportation & Logistics IoT Data Streaming Analytics Solutions Type 2025 - 2030
• Table 30: Banking and Finance IoT Data Streaming Analytics Solutions by Segment 2025 - 2030
• Table 31: Banking & Finance IoT Data Streaming Analytics Solutions by Type 2025 - 2030
• Table 32: Smart Cities IoT Data Streaming Analytics Solutions by Segment 2025 - 2030
• Table 33: Smart Cities IoT Data Streaming Analytics Solutions by Type 2025 - 2030
• Table 34: Automotive IoT Data Streaming Analytics Solutions by Segment 2025 - 2030
• Table 35: Automotive IoT Data Streaming Analytics Solutions by Type 2025 - 2030
• Table 36: Education IoT Data Streaming Analytics Solutions by Segment 2025 - 2030
• Table 37: Education IoT Data Streaming Analytics Solutions by Type 2025 - 2030
• Table 38: Outsourcing Service IoT Data Streaming Analytics Solutions by Segment 2025 - 2030
• Table 39: Outsourcing Service IoT Data Streaming Analytics Solution by Type 2025 - 2030
• Table 40: IoT Data Streaming Analytics Solutions by Leading Vendor Platforms 2025 - 2030
• Table 41: IoT Data Management Solutions market by Industry Vertical 2025 - 2030
• Table 42: Healthcare Industry IoT Data Management Solutions Market 2025 - 2030
• Table 43: Regional IoT Data Management Solutions Market for Healthcare Industry 2025 - 2030
• Table 44: IoT Data Management Solutions Market for Retail Industry 2025 - 2030
• Table 45: Regional IoT Data Management Solutions Market for Retail Industry 2025 - 2030
• Table 44: IoT Data Management Solutions Market for Manufacturing Industry 2025 - 2030
• Table 45: Regional IoT Data Management Solutions Market for Manufacturing Industry 2025 - 2030
• Table 44: IoT Data Management Solutions Market for HVAC Industry 2025 - 2030
• Table 45: Regional IoT Data Management Solutions Market for HVAC Industry 2025 - 2030
• Table 44: IoT Data Management Solutions Market for Oil and Gas Industry 2025 - 2030
• Table 45: Regional IoT Data Management Solutions Market for Oil & Gas Industry 2025 - 2030
• Table 44: IoT Data Management Solutions Market for Transport & Cargo Industry 2025 - 2030
• Table 45: Regional IoT Data Management Solutions Market for Transport & Cargo Industry 2025 - 2030
• Table 44: IoT Data Management Solutions Market for Utility Industry 2025 - 2030
• Table 45: Regional IoT Data Management Solutions Market for Utility Industry 2025 - 2030
• Table 44: IoT Data Management Solutions Market for Consumer Electronics Industry 2025 - 2030
• Table 45: Regional IoT Data Management Solutions Market for Consumer Electronics Industry 2025 - 2030
• Table 58: IoT Data as a Service Market 2025 - 2030
• Table 59: IoT Data as Service Markets by Region 2025 - 2030
• Table 60: IoT Data as a Service Markets by Industry Vertical 2025 - 2030
• Table 61: Global RoI Assessment of IoT Data Management Solutions 2025 - 2030
• Table 62: ROI Assessment of IoT Data Management Solutions by Industry Sector 2025 - 2030
• Table 63: ROI Assessment of IoT Data by Retail Sector 2025 - 2030
• Table 64: IoT Data in Retail Sector by ROI Factor 2025 - 2030
• Table 65: ROI Assessment of IoT Data by Healthcare Sector 2025 - 2030
• Table 66: IoT Data in the Healthcare Sector by ROI Factor 2025 - 2030
• Table 67: Streaming IoT Data Analytics Revenue by Region 2025 - 2030
• Table 68: APAC Streaming IoT Data Analytics by Solution and Services 2025 - 2030
• Table 69: APAC Streaming IoT Data Analytics by Industry Vertical 2025 - 2030
• Table 71: Europe Streaming IoT Data Analytics by Solution and Services 2025 - 2030
• Table 72: Europe Streaming IoT Data Analytics by Industry Vertical 2025 - 2030
• Table 74: North America Streaming IoT Data Analytics Revenue by Solution and Services 2025 - 2030
• Table 75: North America Streaming IoT Data Analytics Revenue by Industry Vertical 2025 - 2030
• Table 77: Latin America Streaming IoT Data Analytics by Solution and Services 2025 - 2030
• Table 78: Latin America Streaming IoT Data Analytics Revenue by Industry Vertical 2025 - 2030
• Table 80: ME&A Streaming IoT Data Analytics by Solution and Services 2025 - 2030
• Table 81: ME&A Streaming IoT Data Analytics by Industry Vertical 2025 - 2030
• Table 83: Streaming IoT Data Analytics by APAC Countries 2025 - 2030
• Table 84: Japan Streaming IoT Data Analytics by Solution and Services 2025 - 2030
• Table 85: Japan Streaming IoT Data Analytics by Industry Vertical 2025 - 2030
• Table 86: China Streaming IoT Data Analytics by Solution and Services 2025 - 2030
• Table 87: China Streaming IoT Data Analytics by Industry Vertical 2025 - 2030
• Table 88: India Streaming IoT Data Analytics by Solution and Services 2025 - 2030
• Table 89: India Streaming IoT Data Analytics by Industry Vertical 2025 - 2030
• Table 90: Australia Streaming IoT Data Analytics Revenue by Solution and Services 2025 - 2030
• Table 91: Australia Streaming IoT Data Analytics by Industry Vertical 2025 - 2030
• Table 92: Streaming IoT Data Analytics by Europe Countries 2025 - 2030
• Table 93: Germany Streaming IoT Data Analytics by Solution and Services 2025 - 2030
• Table 94: Germany Streaming IoT Data Analytics by Industry Vertical 2025 - 2030
• Table 95: UK Streaming IoT Data Analytics by Solution and Services 2025 - 2030
• Table 96: UK Streaming IoT Data Analytics by Industry Vertical 2025 - 2030
• Table 97: France Streaming IoT Data Analytics by Solution and Services 2025 - 2030
• Table 98: France Streaming IoT Data Analytics by Industry Vertical 2025 - 2030
• Table 99: Streaming IoT Data Analytics by North American Countries 2025 - 2030
• Table 100: US Streaming IoT Data Analytics by Solution and Services 2025 - 2030
• Table 101: US Streaming IoT Data Analytics by Industry Vertical 2025 - 2030
• Table 102: Canada Streaming IoT Data Analytics by Solution and Services 2025 - 2030
• Table 103: Canada Streaming IoT Data Analytics by Industry Vertical 2025 - 2030
• Table 104: Streaming IoT Data Analytics by Latin America Countries 2025 - 2030
• Table 105: Brazil Streaming IoT Data Analytics by Solution and Services 2025 - 2030
• Table 106: Brazil Streaming IoT Data Analytics by Industry Vertical 2025 - 2030
• Table 107: Mexico Streaming IoT Data Analytics by Solution and Services 2025 - 2030
• Table 108: Mexico Streaming IoT Data Analytics by Industry Vertical 2025 - 2030
• Table 109: Streaming IoT Data Analytics by ME&A Countries 2025 - 2030
• Table 110: South Africa Streaming IoT Data Analytics by Solution and Services 2025 - 2030
• Table 111: South Africa Streaming IoT Data Analytics by Industry Vertical 2025 - 2030
• Table 112: UAE Streaming IoT Data Analytics by Solution and Services 2025 - 2030
• Table 113: UAE Streaming IoT Data Analytics by Industry Vertical 2025 - 2030

Overview:

This report evaluates the market for IoT data management and analytics. The report analyzes key challenges and opportunities such as managing IoT data based on ownership, care of custody, and usage rights.

It assesses the opportunity for IoT data as a service and IoT-driven decisions as a service. It includes forecasts by technology, infrastructure, applications and services for both static and real-time data from 2025 through 2030.

The report also evaluates substantial market opportunities involving IoT data collection, storage, analytics and visualization. It identifies how real-time, streaming data IoT business data becomes highly valuable when it can be put into context and processes as it will facilitate completely new product and service offerings.

The Internet of Things and the IoT Data Market

The Internet of Things (IoT) is much more than the sum of its parts. Powered by IoT technology market solutions, IoT applications rely upon an ecosystem of hardware, software, and services. IoT systems are envisioned to evolve in a way they become more like the human nervous system with interconnecting pathways that provide vital data for decision making.

Unlike humans, however, IoT intelligence may be engineered to be present and active at various portions of a given network or system. Accordingly, design and implementation decisions involving edge computing, AI, and cognition are very important for the long-term success of IoT. A growing area of opportunity resides in the convergence of cloud computing, mobile edge computing, cognitive networking, data analytics, and embedded AI algorithms.

AI coupled with advanced big data analytics provides the ability to make raw data meaningful and useful as information for decision-making purposes. The use of AI for decision making in IoT and data analytics will be crucial for efficient and effective decision making, especially in streaming data and real-time analytics associated with edge computing networks.

Real-time data is a key value proposition for all use cases, segments, and solutions. The ability to capture streaming data, determine valuable attributes, and make decisions in real-time will add an entirely new dimension to service logic. In many cases, the data itself, and actionable information will be the service.

Table of Contents

1. Executive Summary

• 1.1. Research Background
• 1.2. Research Scope
• 1.3. Target Audience
• 1.4. Select Companies Covered

2. IoT Data Management and Analytics Market Overview

• 2.1. IoT Data Management and Analytics Market Ecosystem
• 2.2. Overall IoT Data Management and Analytics Market Opportunity
• 2.3. Regional IoT Data Management and Analytics Market Outlook

3. Introduction to IoT Data Management and Analytics

• 3.1. IoT Data in the Emerging Data Economy
  • 3.1.1. IoT Data Strategy
  • 3.1.2. IoT and the Analytics of Things
  • 3.1.3. Specific Strategic Considerations
    • 3.1.3.1. Focus on Data Tiers
    • 3.1.3.2. Maintain a Value-based Approach
    • 3.1.3.3. Foster an Open Development Environment
• 3.2. Unique IoT Data Management Requirements
  • 3.2.1. IoT Structured and Unstructured Data
  • 3.2.2. Key IoT Data Characteristics
    • 3.2.2.1. IoT Data is Real Time
    • 3.2.2.2. Massive Volumes of IoT Data
    • 3.2.2.3. IoT Data Generates Useful Insights
• 3.3. IoT Data Management Operations
  • 3.3.1. Basic Data Implementation and Operational Challenges
    • 3.3.1.1. IoT Data Scalability
    • 3.3.1.2. IoT Data Integration
  • 3.3.2. Data Management and Processing Raw Data
  • 3.3.3. Centralized Storage and Decentralized Processing
  • 3.3.4. Accessing and Exchanging IoT Data via APIs
  • 3.3.5. Data Security and Personal Information Privacy
• 3.4. Monetizing IoT Data and Analytics
  • 3.4.1. IoT Data vs. IoT Data Analytics
    • 3.4.1.1. IoT Data
    • 3.4.1.2. IoT Data Analytics
  • 3.4.2. Key IoT Data Management Monetization Issues
    • 3.4.2.1. IoT Data Ownership
    • 3.4.2.2. IoT Data Care of Custody
  • 3.4.3. Direct vs. Indirect Monetization
  • 3.4.4. Internal vs. External Enterprise IoT Data Monetization
    • 3.4.4.1. Enterprise Data and Analytics: Internal Monetization
    • 3.4.4.2. Enterprise Data and Analytics: External Monetization
  • 3.4.5. Public Data Monetization
  • 3.4.6. Hybrid IoT Monetization
  • 3.4.7. IoT Data Management and Analytics Monetization
    • 3.4.7.1. IoT Data as a Service
    • 3.4.7.2. IoT Data Analytics as a Service
    • 3.4.7.3. Decisions as a Service
• 3.5. IoT Data Operational Requirements
  • 3.5.1. IoT OSS and BSS
    • 3.5.1.1. IoT Operational Support Systems
    • 3.5.1.2. IoT Billing Support Systems
  • 3.5.2. IoT Mediation and Orchestration
    • 3.5.2.1. IoT Mediation and Orchestration Functionality
      • 3.5.2.1.1. IoT Mediation and Orchestration: Virtualization
      • 3.5.2.1.2. IoT Mediation and Orchestration: Identity Management
      • 3.5.2.1.3. Emerging Technologies for IoT Mediation and Orchestration
    • 3.5.2.2. IoT Mediation and Orchestration in Support of Industry Verticals
    • 3.5.2.3. Communication Service Provider Role in IoT Mediation and Orchestration Ecosystem
    • 3.5.2.4. IoT Mediation and Orchestration Roadmap
• 3.6. Market Outlook for IoT Data Analytics
  • 3.6.1. IoT Data Management is a Ubiquitous Opportunity across Enterprise
  • 3.6.2. IoT Data becomes a Big Revenue Opportunity
  • 3.6.3. Organizations increasing Adopt Predictive Analytics with IoT Data
  • 3.6.4. Real-time Streaming IoT Data Analytics becoming a Substantial Business Opportunity
  • 3.6.5. Intelligent Strategy and Smart Investment in IoT Data Analytics
  • 3.6.6. IoT Data to Produce Substantial Operational Savings and Generate New Business
  • 3.6.7. Tools Designed Specifically for IoT Data Management and Analytics
  • 3.6.8. IoT Data Management and Analytics Roadmap
    • 3.6.8.1. Early IoT Data Landscape
    • 3.6.8.2. Mid-Range IoT Data Landscape
    • 3.6.8.3. Longer-Term IoT Data Landscape

4. IoT Data Management and Analytics Market Dynamics

• 4.1. IoT Data Management Drivers
• 4.2. IoT Data Management Challenges

5. IoT Data Platform Providers

• 5.1. Amdocs
• 5.2. AppCarousel
• 5.3. City Data Exchange
• 5.4. Horadata
• 5.5. Interdigital
• 5.6. RedKnee
• 5.7. Terbine
• 5.8. Tilepay

6. Technologies Enabling IoT Data

• 6.1. Current Challenges with IoT Data Solutions
  • 6.1.1. Enhanced Tools Needed for Machine Generated Data in IoT
  • 6.1.2. Advantages and Limitations of Hadoop in IoT Data
• 6.2. Technologies Specially Developed for IoT Data
  • 6.2.1. Emerging Unified Logging Layer Approach
  • 6.2.2. Data Formatting for IoT Devices
  • 6.2.3. Leading IoT Protocols
    • 6.2.3.1. OASIS MQTT Ver. 3.1.1 Emerging as Fundamental Enabler for IoT Applications
    • 6.2.3.2. XMPP Increases its Suitability for IoT
    • 6.2.3.3. AMQP Provides Rich Capabilities for Distributed Systems
    • 6.2.3.4. DDS enables IoT Network Interoperability
  • 6.2.4. Analytics Platforms and Cloud based Data Storage for IoT Data
    • 6.2.4.1. Cloud based Analytics Platforms for IoT
    • 6.2.4.2. Cloud-Based Data Storage Service and Management Toolsets
    • 6.2.4.3. BDP Solutions for IoT Data Analysis
    • 6.2.4.4. Framework and Platforms for Computing and Analyzing Edge Data
    • 6.2.4.5. Predictivity Solutions and Platforms
    • 6.2.4.6. Cloud based Analytics Systems for IoT
    • 6.2.4.7. IoT Data and Analytics Database Systems
    • 6.2.4.8. IoT Data Analytics Platforms and Services

7. Vendor Analysis

• 7.1. Key Vendor Trends in IoT Data
• 7.2. Large Companies to Lead through M&A and Partnerships
  • 7.2.1. Early Beneficiaries: Established Companies in Analytics and Cloud Services
  • 7.2.2. Flexible and Scalable Revenue Model will be Most Successful
• 7.3. Select Company Analysis
  • 7.3.1. Recent Development of Major Players
  • 7.3.2. Accenture
  • 7.3.3. AGT International
  • 7.3.4. Bosch Software Innovations
  • 7.3.5. Capgemini
  • 7.3.6. Cisco Systems, Inc.
  • 7.3.7. GE Digital
  • 7.3.8. Google
  • 7.3.9. Intel Corporation
  • 7.3.10. Lynx Software Technologies, Inc.
  • 7.3.11. Maana, Inc.
  • 7.3.12. Microsoft Corporation
  • 7.3.13. MongoDB Inc.
  • 7.3.14. ParStream (ParStream Cisco)
  • 7.3.15. PTC
  • 7.3.16. RIOT
  • 7.3.17. SAP SE
  • 7.3.18. SQLstream, Inc.
  • 7.3.19. Tellient
  • 7.3.20. Teradata Corporation
  • 7.3.21. Wind River

8. IoT Data Management and Analytics Market Benefits, Capabilities, and Case Studies

• 8.1. IoT Data Analytics Solutions Benefits
• 8.2. Key Capabilities for Data Management in IoT
• 8.3. IoT Data Analytics Case Studies
  • 8.3.1. AWS IoT Case Study
  • 8.3.2. Predictive Analytics for Supply Chain Management
  • 8.3.3. American Instrumentation implements Azure-based IoT Solution
  • 8.3.4. IoT-Commercial Real Estate Management

9. Conclusions and Recommendations

10. Global IoT Data Management Platforms and Tools Market Analysis and Forecasts 2025 - 2030

• 10.1. Overall IoT Data Management Platforms and Tools Market Considerations and Outlook
  • 10.1.1. Analytics for IoT Application Considerations
  • 10.1.2. IoT Data Processing and Analysis Pilots to Predominate through 2030
• 10.2. Market Outlook and Forecasts for IoT Data Management Platforms and Tools 2025 - 2030
  • 10.2.1. IoT Data Management Platforms and Tools Markets by Region 2025 - 2030
  • 10.2.2. IoT Data Analytics Service Opportunities
  • 10.2.3. IoT Data Management Products 2025 - 2030
    • 10.2.3.1. High Demand for Platforms Providing Full Stack IoT Data Functionality through 2028
    • 10.2.3.2. Single Product Platforms for IoT Data poised for Rapid Growth
      • 10.2.3.2.1. Deployment of Data Collection Solutions 2025 - 2030
      • 10.2.3.2.2. Deployment of Data Storage 2025 - 2030
      • 10.2.3.2.3. Deployment of Data Analytics 2025 - 2030
    • 10.2.3.3. IoT Data Management Support Software a Major Growth Opportunity Area
  • 10.2.4. Cloud vs. On-Premise IoT Data Platform Deployment 2025 - 2030
  • 10.2.5. IoT Data Streaming Analytics Solutions Markets 2025 - 2030
    • 10.2.5.1. Global Data Streaming Analytics Revenue for IoT
    • 10.2.5.1. Global IoT Data Streaming Analytics Solutions by Type
    • 10.2.5.1. Global IoT Data Streaming Analytics Solution Markets by Industry Verticals
      • 10.2.5.1.1. IoT Data Streaming Analytics Solutions in the Retail Industry
        • 10.2.5.1.1.1. IoT Data Streaming Analytics Solutions by Segment in the Retail Industry
        • 10.2.5.1.1.1. IoT Data Streaming Analytics Solution by Type in Retail Industry
      • 10.2.5.1.2. IoT Data Streaming Analytics Solutions in the Telecom and IT Industry
        • 10.2.5.1.2.1. IoT Data Streaming Analytics Solutions by Segment in the Telecom and IT Industry
        • 10.2.5.1.2.1. IoT Data Streaming Analytics Solutions by Type in Telecom & IT Industry
      • 10.2.5.1.1. IoT Data Streaming Analytics Solutions in Energy and Utility
        • 10.2.5.1.1.1. IoT Data Streaming Analytics Solutions in Energy and Utility
        • 10.2.5.1.1.1. IoT Data Streaming Analytics Solutions by type in Energy and Utilities
      • 10.2.5.1.1. IoT Data Streaming Analytics Solutions in Government
        • 10.2.5.1.1.1. IoT Data Streaming Analytics Solutions by Segment in Government
        • 10.2.5.1.1.1. IoT Data Streaming Analytics Solutions in Government by Type
      • 10.2.5.1.1. IoT Data Streaming Analytics Solutions in Healthcare and Life Science
        • 10.2.5.1.1.1. IoT Data Streaming Analytics Solutions in Healthcare Segment
        • 10.2.5.1.1.1. IoT Data Streaming Analytics Solutions by Type Healthcare & Life Sciences
      • 10.2.5.1.1. IoT Data Streaming Analytics Solutions in Manufacturing
        • 10.2.5.1.1.1. IoT Data Streaming Analytics Solutions by Manufacturing Segment
        • 10.2.5.1.1.1. IoT Data Streaming Analytics Solutions in Manufacturing by Type
      • 10.2.5.1.1. IoT Data Streaming Analytics Solutions in Transportation & Logistics
        • 10.2.5.1.1.1. IoT Data Streaming Analytics Solutions by Transportation & Logistics Segment
        • 10.2.5.1.1.1. IoT Data Streaming Analytics Solutions in Transportation & Logistics by Type
      • 10.2.5.1.1. IoT Data Streaming Analytics Solutions in Banking and Finance
        • 10.2.5.1.1.1. IoT Data Streaming Analytics Solutions by Banking and Finance Segment
        • 10.2.5.1.1.1. IoT Data Streaming Analytics Solutions by Type in Banking & Finance
      • 10.2.5.1.1. IoT Data Analytics Streaming Solutions in Smart Cities
        • 10.2.5.1.1.1. IoT Data Analytics Streaming Solutions by Smart City Segment
        • 10.2.5.1.1.1. Smart City IoT Data Streaming Analytics Solutions by Type
      • 10.2.5.1.1. IoT Data Streaming Analytics Solutions in Automotive
        • 10.2.5.1.1.1. IoT Data Streaming Analytics Solutions in the Automobile Industry by Segment
        • 10.2.5.1.1.1. IoT Data Streaming Analytics Solutions by Type in the Automotive Industry
      • 10.2.5.1.1. IoT Data Streaming Analytics Solutions in Education
        • 10.2.5.1.1.1. IoT Data Streaming Analytics Solutions by Education Industry Segment
        • 10.2.5.1.1.1. IoT Data Streaming Analytics Solutions by Type in Education Industry
      • 10.2.5.1.1. IoT Data Analytics Streaming Solutions in Outsourcing Services
        • 10.2.5.1.1.1. IoT Data Analytics Streaming Solutions by Segment in the Outsourcing Services Industry
        • 10.2.5.1.1.1. IoT Data Streaming Analytics Solutions by Type in Outsourcing Services Industry
    • 10.2.5.1. IoT Data Streaming Analytics Solutions by Leading Vendor Platform
  • 10.2.6. Global IoT Data Management Solutions Market by Industry Sector 2025 - 2030
    • 10.2.6.1. Healthcare Sector Markets for IoT Data Management Solutions 2025 - 2030
    • 10.2.6.2. Retail Sector for IoT Data Management Solutions Market 2025 - 2030
    • 10.2.6.3. Manufacturing and Industrial Automation and IoT Data Management Solutions Market 2025 - 2030
    • 10.2.6.4. IoT Data Management Solutions Market for HVAC Industry 2025 - 2030
    • 10.2.6.5. IoT Data Management Solutions market for Oil & Gas Industry 2025 - 2030
    • 10.2.6.6. IoT Data Management Solutions Market for Transport & Cargo Industry in 2025 - 2030
    • 10.2.6.7. IoT Data Management Solutions market for Utility Industry 2025 - 2030
    • 10.2.6.8. IoT Data Management Solutions Market for Consumer Electronics Industry in 2025 - 2030
  • 10.2.7. IoT Data as a Service 2025 - 2030
• 10.3. IoT Data Infrastructure ROI Assessment
  • 10.3.1. Factors Determining ROI for IoT
  • 10.3.2. ROI for IoT Investments by Industrial Sector
    • 10.3.2.1. ROI Assessment for IoT Data in the Retail Sector
    • 10.3.2.2. ROI Assessment for IoT Data in the Healthcare Sector

11. Appendix

• 11.1. Global Streaming IoT Data Analytics 2025 - 2030
• 11.2. Regional Streaming IoT Data Analytics 2025 - 2030
  • 11.2.1. Regional Streaming IoT Data Highlights
  • 11.2.2. Asia Pacific Market 2025 - 2030
  • 11.2.3. Europe Market 2025 - 2030
  • 11.2.4. North America Market 2025 - 2030
  • 11.2.5. Latin America Market 2025 - 2030
  • 11.2.6. Middle East and Africa Market 2025 - 2030
• 11.3. Streaming IoT Data Analytics by Country 2025 - 2030
  • 11.3.1. Streaming IoT Data in Asia Pacific Countries 2025 - 2030
    • 11.3.1.1. Leading Asia Pac Countries
    • 11.3.1.2. Japan Market 2025 - 2030
    • 11.3.1.3. China Market Revenue
    • 11.3.1.4. India Market Revenue
    • 11.3.1.5. Australia Market Revenue
  • 11.3.2. Streaming IoT Data in Europe Countries 2025 - 2030
    • 11.3.2.1. Leading European Countries
    • 11.3.2.2. Germany Market Revenue
    • 11.3.2.3. UK Market Revenue
• 11.4. Streaming IoT Data in North American Countries 2025 - 2030
  • 11.4.1. Leading North American Countries
    • 11.4.1.1. US Market Revenue
    • 11.4.1.2. Canada Market Revenue
  • 11.4.2. Streaming IoT Data in Latin America Countries 2025 - 2030
    • 11.4.2.1. Leading Latin American Countries
    • 11.4.2.2. Brazil Market Revenue
    • 11.4.2.3. Mexico Market Revenue
  • 11.4.3. Streaming IoT Data in Middle East and Africa Countries 2025 - 2030
    • 11.4.3.1. Leading Middle East and Africa Countries
    • 11.4.3.2. South Africa Market Revenue
    • 11.4.3.3. UAE Market Revenue