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PILLAR 03
BIG DATA & INTELIJEN BISNIS
Infrastruktur Data Lakehouse Terpadu yang direkayasa khusus untuk analitik prediktif dan komputasi real-time.
Data Lakehouse
Streaming Real-time
Data Lakehouse
Streaming Real-time
Data Extraction Architecture
Raw Extract
Menyedot Excel lama & Database silo regional.
Central
Lakehouse
Lakehouse
To Dashboards
Intelligence Hub Matrices
Live Anomaly Radar
Fraud & Efficiency Curve
SYNC: REAL-TIME
Melacak jutaan rekam transaksi per detik. Garis loncatan (anomali) langsung ditandai oleh sistem jauh sebelum kebocoran data (Fraud) merebak.
Automated Threat Mitigation
99.7%
Kecepatan pembekuan transaksi ganda vs Manusia.
Single Source of Truth
NO DATA
SILO LAYER.
SILO LAYER.
Dinas A dan Dinas B menginduk pada terminal data yang persis sama.
LIVE TERMINAL OPERATION
root@dema-lakehouse:~# tail -f /var/log/dema_etl_pipeline.log● SYSTEM ONLINE
[2026-04-19T10:41:22] INFO Initiating scraping daemon across 405 provincial endpoints...
[2026-04-19T10:41:23] INFO Connected to Legacy_DB_Regency_A / Socket established.
[2026-04-19T10:41:23] WARN Data structure mismatch in table 'population_2024'. Commencing Auto-Transformation.
[2026-04-19T10:41:24] AUTH Token verified via Quantum-Safe Key Exchange (0.01ms).
[2026-04-19T10:41:24] INFO Processing 500,000 rows parallel stream to Memory Array [✓]
[2026-04-19T10:41:25] SUCCESS 12.3 GB appended to Central Lakehouse.
[2026-04-19T10:41:26] INFO Refreshing Executive Dashboard UI cache...
...
[2026-04-19T10:41:27] ALERT Detecting aggressive expenditure spike in Dinas_PUPR.
[2026-04-19T10:41:27] INFO Executing Fraud Probability ML...
[2026-04-19T10:41:28] WARN Anomaly threshold exceeded (94%). Pausing pipeline authorization.
[2026-04-19T10:41:28] SUCCESS Alert dispatched to Head of Office Device.
[2026-04-19T10:41:29] INFO Resuming core data sync...