PILLAR 03

BIG DATA & BUSINESS INTELLIGENCE

Unified Data Lakehouse infrastructures engineered for real-time streaming and predictive analytical superiority.

Data Lakehouse

Real-time Streaming

Data Lakehouse

Real-time Streaming

Raw Extract

Menyedot Excel lama & Database silo regional.

Central
Lakehouse

To Dashboards

Live Anomaly Radar

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.

Dinas A dan Dinas B menginduk pada terminal data yang persis sama.

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...