Global Federated Learning Market 2025-2029

Federated Learning Market 2025-2029

The federated learning market is forecasted to grow by USD 301.1 mn during 2024-2029, accelerating at a CAGR of 15.9% during the forecast period. The report on the federated learning market provides a holistic analysis, market size and forecast, trends, growth drivers, and challenges, as well as vendor analysis covering around 25 vendors.

The report offers an up-to-date analysis regarding the current market scenario, the latest trends and drivers, and the overall market environment. The market is driven by increasingly stringent data privacy regulations and growing privacy concerns, need for collaborative ai and overcoming data silos, and proliferation of edge computing and internet of things (IoT).

The study was conducted using an objective combination of primary and secondary information including inputs from key participants in the industry. The report contains a comprehensive market size data, segment with regional analysis and vendor landscape in addition to an analysis of the key companies. Reports have historic and forecast data.

Technavio's federated learning market is segmented as below:

By Deployment

• Cloud
• On-premises

By Type

• Horizontal federated learning
• Vertical federated learning
• Federated transfer learning

By End-user

• Healthcare
• BFSI
• Manufacturing
• Automotive
• IT and telecom

By Technology

• Federated averaging
• Differential privacy
• Homomorphic encryption

By Geographical Landscape

• North America
• APAC
• Europe
• South America
• Middle East and Africa

This study identifies the rise of vertical-specific federated learning platforms as one of the prime reasons driving the federated learning market growth during the next few years. Also, convergence of federated learning with other privacy-enhancing technologies and shift toward decentralized and serverless architectures will lead to sizable demand in the market.

The report on the federated learning market covers the following areas:

• Federated Learning Market sizing
• Federated Learning Market forecast
• Federated Learning Market industry analysis

The robust vendor analysis is designed to help clients improve their market position, and in line with this, this report provides a detailed analysis of several leading federated learning market vendors that include Alibaba Group Holding Ltd., Amazon Web Services Inc., Arcium, Bitfount, Consilient, Edge Delta, Flock, Flower Labs GmbH, Google LLC, Hewlett Packard Enterprise Co., Intel Corp., International Business Machines Corp., Microsoft Corp., NVIDIA Corp., Owkin Inc., Samsung SDS, Secure AI Labs, sherpa.ai, Snowflake Inc., and Symphony Innovation LLC. Also, the federated learning market analysis report includes information on upcoming trends and challenges that will influence market growth. This is to help companies strategize and leverage all forthcoming growth opportunities.

The publisher presents a detailed picture of the market by the way of study, synthesis, and summation of data from multiple sources by an analysis of key parameters such as profit, pricing, competition, and promotions. It presents various market facets by identifying the key industry influencers. The data presented is comprehensive, reliable, and a result of extensive primary and secondary research. The market research reports provide a complete competitive landscape and an in-depth vendor selection methodology and analysis using qualitative and quantitative research to forecast accurate market growth.