GovTwin Cinema / Sovereign Policy Documentaries

Policy Documentary Theater

Cinematic, citation-grounded 16:9 documentaries decomposing Bangladesh's structural transformations. Every scene, metric, and narration line is algorithmically bound to verified primary source data lakes.

Total Films
3 Features
Trade • Remittances • Banking
Total Runtime
27 min
30 fps • 16:9 Broadcast
Script Volume
2069 Words
45 Narrative Scenes
Empirical Integrity
19 Sources
BBS • BB • BACI • WTO • IMF
The State of Bangladesh Trade
TRADE 16:9 • 1080p
9m 45s
15 Scenes
598 words

The State of Bangladesh Trade

An investigative forensic breakdown of 30 years of Bangladesh merchandise trade: the emergence of the $50B RMG export machine, rising product concentration, preferential tariff erosion under LDC graduation, and global value chain integration.

Primary Evidence Base 7 Sources
CEPII World Bank Harvard Growth Lab and MIT United Nations +3 more
Open Cinema Viewer
The State of Bangladesh Remittances
REMITTANCE 16:9 • 1080p
8m 05s
12 Scenes
570 words

The State of Bangladesh Remittances

Tracing the macroeconomic lifeline of 10 million overseas Bangladeshi workers across the Gulf and Southeast Asia: formal banking channels versus the informal Hundi spread, corridor dynamics, and rural household investment.

Primary Evidence Base 6 Sources
World Bank Bangladesh Bank Bureau of Manpower, Employment and Training International Organization for Migration +2 more
Open Cinema Viewer
The State of Bangladesh Banking
BANKING 16:9 • 1080p
9m 15s
18 Scenes
901 words

The State of Bangladesh Banking

A clinical examination of Bangladesh's banking architecture, balance sheet distress, non-performing loans (NPLs), prompt corrective action (PCA) interventions, and the systemic liquidity mechanisms underpinning the sovereign economy.

Primary Evidence Base 6 Sources
Bangladesh Bank World Bank International Monetary Fund Asian Development Bank +2 more
Open Cinema Viewer

Documentary Pipeline Architecture

1. Factual Calibration

Every script is compiled by scripts/film/script.py, deriving exact numerical figures from flagship precompute JSONs. Zero hallucination or unverified claims.

2. 16:9 Frame Synthesis

Charts are rendered at 1920×1080 using isolated headless browser automation (scripts/film/stills.py) with strict ink floor verification.

3. Sovereign Digital Twin Sync

Telemetry links directly with app/govtwin/ to enable real-time shock simulations alongside documentary playback.