Recently, the international data company IDC authoritatively released the "China Big Data Platform Market Share, 2024" research report. The report shows that KeenData has ranked among the TOP5 in China's big data platform privatization deployment market for three consecutive years, demonstrating its strong capabilities and stable development momentum in the Data&AI field.
Currently, data has become a core asset for enterprises, with large organizations experiencing explosive growth in demand for big data platform privatization deployment, and AI demand is also rapidly increasing. Meanwhile, enterprises tend to manage Data&AI uniformly to ensure data consistency, expecting to achieve secure and controllable data, deeply mine data value through privatization deployment to drive business innovation and strategic upgrading. The increase in AI demand prompts enterprises to leverage big data platform privatization to better provide high-quality data support for AI model training, inference, and other stages. IDC reports show that China's big data platform local deployment market size in 2024 increased by 17.21% year-over-year. In scenarios with intensive data collection equipment, high collection frequency, complex lake/warehouse field structures, and long storage cycles, enterprises have more urgent needs for high-performance, high-security privatization platforms.
As a technogical Leader the future of Data & AI, KeenData has continuously deepened its efforts in the Data&AI field for many years, ranking among the TOP5 in IDC's big data privatization platform for three consecutive years. Based on deep insights into industry digital transformation needs and technical accumulation, KeenData has built the full-chain Data&AI integrated platform KeenData Lakehouse, covering data engineering → model training/inference → Agent factory → intelligent applications, advancing "Data&AI" new infrastructure with "trustworthy + intelligent + systematic" platform capabilities, supporting large organizations to move from data-driven to intelligent-driven.
Full-Chain Integrated Platform Supporting Intelligent-Driven New Paradigm
KeenData Lakehouse adopts an AI-Native intelligent-driven architecture, achieving Data&AI engineering integration capabilities. The platform systematically implements data and AI for large organizations, providing infrastructure products covering data integration, offline real-time development, multimodal computing, data governance, dataset management, AI model building, training-inference integration to Agent development full-chain closed-loop. The platform breaks through the traditional architecture that separates data and AI, with self-developed AI-in-Lakehouse technology unifying lakehouse engines, OLAP data governance, and AI technology, forming a streamlined and efficient All-in-One technical solution. The self-developed multimodal computing engine completes data cleaning to result analysis in a single pipeline, multiplying GPU inference throughput, combined with KMI inference acceleration, model quantization, and unified catalog (Unity Catalog-like capabilities) to achieve cross-modal intelligent governance.
Meanwhile, KeenData Lakehouse takes deep integration of data and AI as its core, seamlessly connecting data lifecycle processing with AI development workflows, building closed-loop capabilities of data processing-AI development-application implementation. Its core features are prominently reflected in three aspects:
First, it supports fusion governance of multimodal data such as text, images, audio, and video, enabling efficient processing of various data types;
Second, it has an Agent intelligent architecture that can achieve a complete closed loop of perception-cognition-action-evolution;
Third, it achieves Data&AI native fusion, providing All-in-One architectural capabilities, effectively eliminating the separation between Data&AI architectures.
Unlike traditional platforms' loosely coupled external AI mode, KeenData Lakehouse takes AI-Native as its core design philosophy, deeply embedding intelligent capabilities into the system's genes, creating an intelligent data foundation base with autonomous evolution capabilities. Addressing the pain points of traditional storage-compute integrated architecture such as low resource utilization and high scaling costs, the platform adopts a storage-compute separation architecture, storing data uniformly in high-performance unified storage, with computing resources that can be elastically scaled on demand. This not only reduces storage costs by more than 30%, but also allows AI training, inference, and other computing tasks to flexibly call resources, completely solving the resource contention problem where large tasks squeeze out small tasks, laying a solid foundation for the implementation of intelligent closed-loop capabilities.
Technology Innovation-Driven, Empowering Digital Transformation Across Industries
After years of technical accumulation, KeenData owns more than 170 core patents in Data&AI related fields, accumulating industry-leading core technologies such as lakehouse integration, multi-architecture unified management, multimodal data processing, DataOps, Data Fabric, Data Mesh, providing Data&AI infrastructure construction for nearly 200 large domestic and international organizations across 20+ industries, including Fortune 500 companies such as Sinopec, China Unicom, China Telecom, CITIC Bank, AEON Group, FAW Group, and SANY Heavy Industry, all based on KeenData Technology's KeenData Lakehouse platform.
In a Central State-Owned Enterprise Data Intelligence Foundation Project, relying on KeenData's Data&AI integrated platform, a unified data center and governance system was built, completing efficient storage and computation of newly added big data, and further combining with business scenarios, providing hundreds of service support for planning, engineering decision-making, and engineering integrated platforms. With AI driving comprehensive business and research data management sharing, accelerating the digital intelligence transformation of data into resources and assets, improving operational efficiency, and achieving integrated chain operations, it is an important milestone for the group's digital intelligence operations to enter a new stage of efficient collaboration.
A City Data Bureau Data Infrastructure Project, based on KeenData's Data&AI integrated platform, enables non-algorithm teams to prepare data through the corpus processing layer, complete model training, fine-tuning, and deployment with zero code through the intelligent support layer, then call APIs or build agents to quickly transform large models into commercial products; simultaneously connecting the full chain from multimodal data to industry agents, covering the full lifecycle of "data → model → application", supporting rapid construction of data products for small-incision scenarios; through standardized SDK and plugin interfaces, opening up third-party corpus processing tool access, achieving "plug-and-play", accelerating the implementation efficiency of large models in urban business scenarios, and promoting AI technology to truly serve urban governance and industrial upgrading.
A City Digital Government 2.0 Project, based on KeenData's Data&AI integrated platform, builds a trusted data space, constructing new smart city big data infrastructure and trusted data space, achieving comprehensive digitalization, intelligence, and refined management and services in government affairs, people's livelihood, industry, and other fields, while ensuring that data resources are deeply mined and quickly applied, thereby driving the rapid development of cities and even city clusters, building the first government-side intensive data infrastructure common support platform, exploring effective supply of government public data to social enterprises.
Having consistently ranked among the TOP5 in IDC's big data privatization platform for three consecutive years, KeenData continues to lead China's Data&AI market with its strength. In the future, KeenData will continue to deepen Data&AI native integration, building an autonomously evolving intelligent data foundation with "trustworthy + intelligent + systematic" platform capabilities, leading the "Data&AI" new infrastructure, and injecting lasting momentum into the high-quality development of the digital economy.
