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Core Insights - The brain-computer interface (BCI) industry is entering a critical phase of large-scale implementation by 2026, driven by rigid medical rehabilitation needs and the explosive potential of consumer applications [1] - Tsinghua Kelaan Advanced Intelligent Database Research Institute has announced a strategic focus on integrating the "BCI data foundation" into Kelaan Software's SUNDBLITE database, employing a "three-layer integrated" engineering approach to overcome data bottlenecks in the BCI industry [1] Group 1 - The core value of brain-computer interfaces lies in breaking the bandwidth limitations of human-machine interaction, which involves the collection of massive neural signals at millisecond intervals, generating gigabytes of data daily from 64-channel systems [1] - Traditional databases struggle to handle the "data storm" created by the high-frequency data collection and the closed-loop management needs of medical scenarios, as well as the real-time interaction requirements of consumer scenarios [1] - Kelaan Software aims to address industry pain points such as neural signal writing delays and inefficient cross-population scenario alignment, thereby laying a solid data foundation for the application of BCI technology [1][2] Group 2 - The SUNDBLITE database's "three-layer integrated" engineering approach establishes a full-link data governance loop, efficiently managing the entire process from data collection to feature extraction and annotation, even under high concurrency and frequency data flows [2] - Innovations in vectorized retrieval and unified management of structured metadata aim to enhance data alignment efficiency, facilitating the transition from personalized adaptation to generalized applications in medical and consumer scenarios [2] - The stability, compatibility, and efficiency of the data foundation directly influence the breadth and depth of BCI technology implementation in both medical and consumer markets [3] Group 3 - The SUNDBLITE database meets the strict data security and integrity requirements of medical scenarios while also adapting to the lightweight and low-power needs of consumer products [3] - The "three-layer integrated" architecture seamlessly connects various technical routes, providing standardized and scalable data solutions for upstream and downstream enterprises in the industry chain [3] - By 2030, the global market for the BCI industry is expected to experience exponential growth, with Kelaan Software's SUNDBLITE database playing a crucial role in accelerating the application of BCI technology across multiple fields [3]