Bangladesh Government Digital Twin

Interactive explorer of 5,762 government entities, their hierarchy, relationships, budgets, and the people who run them.

Explore the 64 districts and 492 upazilas → problems and probable solutions for every district and sub-district.

ADP delivery portfolio → 1,356 development projects by implementing ministry.

100 largest companies → listed-firm DSE financials and the policy questions each raises.

State-owned enterprises → financial performance. | Economic zones & EPZs → | Mega-projects →

Twin state: freshness and provenance → what each dataset covers, when it was last updated, and what is missing.

Reserves $28.6 B -38.1% from 2021 peak NPL 30.6% +22.9% from 2020 low CAB -0.05% -114.3% from 2016 peak Inflation 8.8% +60.0% from 2016 low Import Cover 3.9 mo -55.2% from 2020 peak USD/BDT 123.4 Tk +0.7% from 2026 low Priv. Credit 34.5% -14.6% from 2017 peak Reserves $28.6 B -38.1% from 2021 peak NPL 30.6% +22.9% from 2020 low CAB -0.05% -114.3% from 2016 peak Inflation 8.8% +60.0% from 2016 low Import Cover 3.9 mo -55.2% from 2020 peak USD/BDT 123.4 Tk +0.7% from 2026 low Priv. Credit 34.5% -14.6% from 2017 peak

Total Entities

Ministries

Divisions

Departments

Registry Relations

Procurement Bodies

Body Graph Edges

Contractors

awarded, e-GP, earlier snapshot

AUTONOMOUS ENGINE ACTIVE BPL // GOVTWIN COCKPIT

National Institutional Decision Cockpit

Autonomous crisis hazard detection, ministerial shadow briefings, and counterfactual simulation.

Cycle Status

Loading cycle...

Monitored Entities

Active Crisis Hazards

At-Risk Entities

Auto Briefings Staged

Active Crisis Telemetry & Hazard Links

LIVE MAPPINGS

Loading crisis hazard linkages...

Autonomous Shadow Briefings

AUTO-GENERATED

Loading autonomous briefings...

State Apparatus Dynamic Force Network

D3 FORCE DIRECTED

Interactive topological map of 1,009 state institutions, statutory bodies, SOEs, and inter-agency authority links across the Republic.

Loading nodes...

Entity Tiers

Ministry Division Department Autonomous SOE Constitutional Regulatory Crisis Risk

Synthesizing Topological Force Graph...

Loading 1,009 entities and authority links

National Spatial & Built-Environment Twin

GEOSPATIAL SPARK

Coupling 38M high-resolution building footprints, transboundary river hydrology, BBS 2022 demographics, and district exposure models.

38M FOOTPRINTS V3 DETECTIONS

Dhaka 3D Building Twin

3D building geometry, heights, and structural density distribution across Dhaka megacity wards.

Launch 3D Building Twin →

FABDEM 30M // BWDB 3 RIVER BASINS

3D GIS & Delta River Hydrology

Surma-Meghna, Jamuna, and Padma transboundary flood pulse propagation and river station danger levels.

Open 3D Terrain Twin →

165.15M CENSUS 492 UPAZILAS

Population Distribution Twin

Fine-grained demographic density, literacy, household size, and administrative office coverage.

Explore Population Atlas →

64 DISTRICTS CLIMATE & ECONOMY

Multihazard Exposure Atlas

District-level exposure to cyclonic surges, riverbank erosion, salinity ingress, and crop vulnerability.

Open Exposure Atlas →

CROPLAND RISK BORO & AMAN

Cropland Inundation Risk

Sentinel satellite NDVI and radar flood overlap analyzing critical seasonal paddy harvest windows.

View Cropland Analytics →

UNIVERSAL SPINE RHD // PGCB

Cadastral & Network Spine

40M+ land parcels, RHD national highways N1-N8, PGCB 400kV grid substations, and BIWTA ports.

Inspect 64 District Panels →

Crisis Orb Early Warning Architecture

TRIPWIRE SURVEILLANCE

Continuous automated monitoring across 8 sovereign risk domains, alert thresholds, and statutory response mandates.

Full Crisis Orb Platform →

Cyclone & Storm Surge

BMD radar telemetry & Bay of Bengal depression tracks.

Riverine Monsoon Flood

FFWC-BWDB 109 water level gauging stations & danger marks.

FX Reserve Buffer

Gross $28.6 B (BPM6 $21.4 B) & 3.9 months import cover.

Banking Stress & NPLs

Gross NPL 30.6% & capital adequacy stress across SCBs.

Headline Inflation

CPI 8.8% YoY with food inflation elevated.

Energy & Merit-Order

BPDB peak dispatch deficit, gas supply & IPP liabilities.

Vector Epidemic

DGHS seasonal dengue infection curves and hospital bed occupancy.

Sovereign Debt Service

External debt-to-GDP 22.4%, debt service ratio within limits.

Specialized Early Warning Sub-Systems: National EWS → | North-East Haor Basin EWS → | Compound Risk Matrix → | Disaster Ledger (1970-2026) →

Sovereign Stress-Testing & Policy Simulation Engines

SIMULATION SANDBOX

Run multi-scale macro, trade, sectoral, and structural procurement shock propagation across the Republic.

Live Shock Engine: Structural Procurement & Budget Descent (19,890 Bodies)

Simulate a cascading fiscal consolidation or budget cut through the sovereign state hierarchy using the Rules 1-10 propagation engine.

Target Ministry

Shock Magnitude

CGE MODEL 238 COUNTRIES

Caliendo-Parro Trade CGE

Simulate international trade diversion, US/EU tariff increases, and RMG price elasticity across 30 years of bilateral BACI trade flows.

Launch Trade CGE Simulator →

INPUT-OUTPUT 35 SECTORS

Leontief Sector Multiplier

Compute cross-industry supply chain disruption, direct/indirect value-added multipliers, and output contraction from sector bottlenecks.

Launch Sectoral I-O Simulator →

BASEL III 61 BANKS

Banking Distress & Haircut Simulator

Model sovereign bond haircuts, willful default cascades, provision shortfalls, and CRAR depletion across Bangladesh's banking sector.

Launch Bank Distress Engine →

BPL Source Code & AST Symbol Lake

933K SOURCE LINES

Every single line of source code across BDPolicyLab ingested into DuckDB Parquet lake with AST-indexed functions, async endpoints, and classes.

⚡ <15ms SCAN SPEED

Total Source Lines

933,560

769k Python · 78k JSON · 44k TSX

Source Files

2,880

Across app, frontend, scripts, tests

AST Symbols

19,089

14.7k funcs · 2.8k async · 645 classes

Storage Engine

DuckDB Parquet

15.9 MB compressed columnar

Type a keyword, function name, or route to search all 933,560 source lines in <15ms.

Interactive Reform Scenario Sandbox

IN-MEMORY RESTRUCTURING PREVIEW

Design macro administrative reforms—merging ministries, dissolving agencies, transferring directorates, or reallocating budget lines—with instant counterfactual impact modeling.

COPY-ON-WRITE INVARIANCE

Quick Policy Reform Presets: 1-click structural templates

Configure Reform Action:

Target Entity ID to Move

Entity whose administrative parent will be reassigned.

New Parent Entity ID

Supervising ministry or division entity ID.

Staged Reform Pipeline

0 ACTIONS

No reform actions staged. Add an action above or select a policy preset.

Counterfactual Impact Analysis

IN-MEMORY COMPUTED

National Budget Delta

0.00 cr

Zero-sum balance

Entities Created / Shifted

Structural footprint

Subtree Budget Impact

0.00 cr

Reallocated volume

Focus Entities Analyzed

Direct & ancestral

Institutional Footprint Delta Details

BEFORE vs AFTER

Entity	Metric	Before	After	Delta

Time-Stepped Twin Simulation

Simulate monthly fiscal disbursements, statutory structural events, and macro shocks forward across 1 to 120 months.

Months (1-120)

Start date

Base fiscal year

Cabinet on shocks

Scheduled events (optional)

Disbursement is modelled as an even monthly spread (annual allocation / 12). Real Bangladesh budget execution is back-loaded toward fiscal year end. Utilization shown here is a linear accrual, not a forecast of actual monthly outturn.

Run:

National allocation (BDT cr)

Total disbursed (BDT cr)

Final utilization

Active entities (final tick)

Per-tick summary

Tick	Date	Active entities	Nat. allocation	Nat. disbursed	Utilization	Events

Loading entities...

Organization Tree

Relationship Graph