Data layer for artificial intelligence native data platform

Abstract

31 20 26 20 06 15 28 J an 2 02 6 A B S T R A C T 2 0 2 6 2 0 0 6 1 5 2 8 J a n 2 0 2 6 3 1 F IG . 1 1 / 5 10 0 E X T E R N A L D A TA S O U R C E (S ) 13 2 D A T A U N D E R S TA N D IN G T O O L 10 2 D A T A D E F IN IT IO N T O O L 10 6 D A T A L IN E A G E M A N A G E R 1 03 D A T A R E G IS T R A T IO N S E R V IC E 1 07 D A T A M O D E LE R 1 08 U N IV E R S A L P E R S IS T E N C E E N G IN E 1 12 S M A R T D A T A IN D E P E N D E N T D E V E LO P M E N T E N V IR O N M E N T ( ID E ) A P P LI C A T IO N 1 16 D A T A R E P O S IT O R Y 1 20 A R T IF IC IA L IN TE LL IG E N C E ( A I) N A T IV E D A TA P LA T F O R M 1 10 D E V E LO P E R C O M P U T E R S Y S TE M 1 40 D E V E LO P E R A P P LI C A TI O N 1 42 W E B IN T E R F A C E 14 4 U N IV E R S A L P E R S IS T E N C E D A T A S TO R E 1 26 Q U E R Y P LA N N E R 1 14 M A T E R IA LI ZE D V IE W 1 27 R E LA T IO N A L D A T A B A S E M A N A G E M E N T S Y S T E M (R D B M S ) 1 22 C O LU M N A R D A T A B A S E 1 24 U N IV E R S A L P E R S IS T E N C E A I A G E N T 1 13 D A T A U N D E R S TA N D IN G A I A G E N T 10 4 M E T A D A TA 1 30 S C H E M A 1 29 D A T A M O D E L 12 8 1 0 0 DEVELOPER COMPUTER ARTIFICIAL INTELLIGENCE (Al) NATIVE DATA PLATFORM 110 S Y S T E M 1 4 0 D E V E L O P E R SMART DATA INDEPENDENT DEVELOPMENT ENVIRONMENT (IDE) APPLICATION 116 A P P L I C A T I O N 1 4 2 UNIVERSAL PERSISTENCE ENGINE 112 W E B I N T E R F A C E UNIVERSAL PERSISTENCE Q U E R Y P L A N N E R 1 1 4 1 4 4 A l A G E N T 1 1 3 DATA UNDERSTANDING TOOL 102DATA DEFINITION TOOL 106 DATA LINEAGE MANAGER 103 DATA REGISTRATION SERVICE 107 1 / 5 DATA UNDERSTANDING AI A G E N T 1 0 4 D A T A M O D E L E R 1 0 8 DATA REPOSITORY 120 RELATIONAL DATABASE UNIVERSAL PERSISTENCE DATA MANAGEMENT SYSTEM S T O R E 1 2 6 ( R D B M S ) 1 2 2 MATERIALIZED VIEW 127 COLUMNAR DATABASE E X T E R N A L D A T A 1 2 4 D A T A M O D E L S C H E M A 1 2 9 S O U R C E ( S ) 1 3 2 1 2 8 M E T A D A T A 1 3 0 F I G . 1 20 26 20 06 15 28 J an 2 02 6 2 0 2 6 2 0 0 6 1 5 2 8 J a n 2 0 2 6 1 0 0 DEVELOPER COMPUTER S Y S T E M 1 4 0 D E V E L O P E R A P P L I C A T I O N 1 4 2 W E B I N T E R F A C E UNIVERSAL PERSISTENCE 1 4 4 A I A G E N T 1 1 3 DATA LINEAGE MANAGER 103 1 / 5 DATA UNDERSTANDING AI A G E N T 1 0 4 RELATIONAL DATABASE MANAGEMENT SYSTEM ( R D B M S ) 1 2 2 COLUMNAR DATABASE E X T E R N A L D A T A 1 2 4 S O U R C E ( S ) 1 3 2 M E T A D A T A 1 3 0 F I G . 1

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