ModelOps市場 – 2029年までの世界業界予測

ModelOps Market – Global Forecast To 2029

ModelOps市場 – 提供物別(プラットフォーム&サービス)、用途(CI/CD、モニタリング&アラート)、モデルタイプ(MLモデル、グラフモデル、エージェントベースモデル)、市場規模、シェア、成長分析、業種&地域 – 2029年までの世界業界予測
ModelOps Market Size, Share, Growth Analysis, By Offering (Platforms & Services), Application (CI/CD, Monitoring & Alerting), Model Type (ML Model, Graph Model, Agent-based Model), Vertical and Region – Global Industry Forecast to 2029

The global ModelOps Market is valued at USD  5.4 billion in 2024 and is estimated to reach USD  29.5 billion in 2029, registering a CAGR of 40.2% during the forecast period.

世界の ModelOps市場は、2024 年に 54 億米ドルと評価され、2029 年には 295 億米ドルに達すると推定されており、予測期間中に 40.2% の CAGR を記録します。

The ModelOps Market focuses on optimizing the deployment, monitoring, and management of machine learning models in production. It encompasses automating model deployment, continuous monitoring for performance and data drift, ensuring governance and compliance, orchestrating automation for testing and retraining, and fostering collaboration among data scientists and stakeholders. This market is driven by the demand for scalable, reliable, and agile solutions across industries, enhancing operational efficiency and maximizing the value derived from AI initiatives. As AI and ML technologies advance, ModelOps continues to evolve with innovations in containerization, Kubernetes orchestration, and AI-driven automation, reshaping how organizations operationalize and derive insights from their models.

ModelOps市場 – 2029年までの世界業界予測

The report provides insights on the following pointers:

  • Analysis of key drivers (Exponential rise of unstructured data, Rise in digitalization trend), restraints (Discrepancy among data sources impedes the advancement of modelOps, Data Security and Privacy Concerns), opportunities (Empowering modelOps through SDN-enabled network integration, Growing integration of advanced analytical functionalities), and challenges (Rise in need for training and upskilling to address the knowledge gap, Issues related to complexity and diversity of data collected)
  • Product Development/Innovation: Detailed insights on upcoming technologies, research & development activities, and new solutions & service launches in the ModelOps Market.
  • Market Development: Comprehensive information about lucrative markets – the report analyses the ModelOps Market across varied regions.
  • Market Diversification: Exhaustive information about new products & services, untapped geographies, recent developments, and investments in ModelOps Market strategies; the report also helps stakeholders understand the pulse of the ModelOps Market and provides them with information on key market drivers, restraints, challenges, and opportunities.
  • Competitive Assessment: In-depth assessment of market shares, growth strategies, and service offerings of leading players such as IBM (US), Oracle (US), SAS Institute(US), Google (US), and AWS (US) among others, in the ModelOps Market.