【对外】【质变科技】AI-Ready Data Cloud-TDBC.pdf

1、魏闯先质变科技技术合伙人Native&Deep Data-Centric Cloud背景挑战01目录解决之道02关键技术03应用场景04Data+AI Infrastructure背景挑战背景0154%DataIaaSIntelligence关键路径核心技术变革异构计算极致弹性分层解耦结构化与非结构化数据融合Table/JSON/Vector/Graph/Data Lake/ETL for LLMSGraphInsightEngineIntention&QueryEngineAI变革Cloud变革Data变革Realtime挑战0194%+of 严肃工作场景无法使用AIEvaluate the

2、 strengths of each of the three companies?What is the business that has declined for three consecutive quarters?The three most significant factors in the decline in revenue?.?SummaryMulti-hop RAGGraph RAGIntention accuracyCode generation&executionEvaluationLarge scale dimensionaldata insights mining

3、(Trend,correlation,anormal,etc.)Hybrid index30%+查询失败率10%平均资源利用率(Federation Computing,AI-ready,Multi-Cloud,Collaboration,Any Data)新市场新AI分析引擎新数据基础设施Data+AI Infrastructure解决之道Data+AI 解决方案02OpenAPIAI-Native、高准确性、非结构化数据、可解释/可干预极致性价比，Serverless、AI-ready（Vector/Graph/Ranking/.）AI-Native DataAgent Open Plat

4、formAI-Native Data Analytics CloudAI-Ready DatawarehouseOpen PlatformSaaS1 Million+海外用户15,000+企业TPC-HTop1QuALITYTop1Highest Accuracyfor AI(RAG)高性价比World-leading Serverless查询成功率 99.99%(Coming Soon)Data+AI 一体化架构02Unstructured&Structure DataExternal Data SourcesAd-hoc analytics&BIReal-timedata applicat

5、ionAI agentsData exploration&datascienceEnterpriseAI applicationExternal Table QueryIndexingData PipelineCustomers DeployedLLMAI ObservabilityE2E Evaluation&Fine-TuningIntentionRecognitionDAGCodeEngineInsightServiceHybridSearchDatasetDatasetDatasetDataMetaSQLSQL/PythonCloud Native ServerlessCompute

6、ServiceOne DataTableVectorJSONTextKnowledge Index/GraphData Pre-processing(OCRCleanGraphKeywords)ETLForLLMsData SovereigntyData CollaborationData ReportOpenAPIServerless Distributed Code Engine（2s,100GB）Master DataSQLData+AI Infrastructure关键技术AI-Native DataAgent Open Platform03数据集成数据准备数据查询/分析/洞察Eval