How big is the federated learning market?

The global federated learning market size was estimated at USD 138.6 million in 2024 and is expected to reach USD 151.7 million in 2025.

What is the federated learning market growth?

The global federated learning market is expected to grow at a compound annual growth rate of 14.4% from 2025 to 2030 to reach USD 297.5 million by 2030.

Which segment accounted for the largest federated learning market share?

North America dominated the federated learning market with a share of 36.7% in 2024. This is attributable to the region’s robust technological infrastructure, widespread access to high-performance computing resources, and early adoption of advanced AI solutions across sectors such as healthcare, finance, and automotive.

Who are the key players in federated learning market?

Some key players operating in the federated learning market include Acuratio Inc.; Cloudera Inc.; Edge Delta; Enveil; FedML; Google LLC; IBM Corporation; Intel Corporation; Lifebit; and NVIDIA Corporation.

What are the factors driving the federated learning market?

Key factors driving market growth include rising concerns over data privacy, increased adoption of decentralized AI, and advancements in edge computing technologies.