Every route, ranked by what to use first.

What to check first: the live risk and early-warning layer, updated from the crisis engine, and the flagship analyses.

• The twin's front doorThe people of Bangladesh, one recorded government contract award, then every recorded award mapped by district.
• Crisis OrbThe Crisis Orb: a live, level-anchored hazard board.
• Banking stressThe banking-stress hazard: its reading, drivers, and evidence.
• Out-of-pocket health spendThe out-of-pocket health spending hazard: its reading, drivers, and evidence.
• Banking Policy Action RoomA source-linked decision room for banking diagnosis, resolution, protection, governance, and fiscal disclosure.
• Bangladesh Possibility AtlasTwelve proposed national missions, each tied to evidence, a delivery gap, and a route to action.
• National Early WarningThe national early-warning board across hazards.
• Daily AdvisorThe daily policy prescription, generated each morning.
• Live dashboardLive macroeconomic indicators with sparklines.
• National Budget FY2026-27The FY2026-27 budget overview: revenue, spending, and the deficit.
• PublicationsFlagship studies, sector briefs, and recurring reports, by topic.

The analytical engines: simulate, query, benchmark, and map.

• Research homeThe research home: publications, live intelligence, models and evidence for Bangladesh.
• The state, by what it contractedA ranked view of recorded bodies, each sized by the e-GP contract money recorded under it.
• Twin objectsEvery kind of record and link in the twin, with how many it holds and where each comes from.
• SimulateBudget, ADP and revenue scenarios run on the recorded chain, each with a conservation check and its sources.
• PredictBacktested forecasts: published only where a model beats seasonal naive out of sample.
• Government Digital TwinThe digital twin of the state: every entity, mapped and linked.
• Sector simulatorInject a sector shock and trace it through input-output linkages.
• Trade simulatorShock trade flows and read the effect through the model.
• Ask BDPolicyLabAsk the corpus: answers grounded in published work, with citations.
• EconAI toolkitThe causal-inference toolkit: estimators, figures, and tables.
• District mapsDistrict choropleths across indicators.
• 3D GISThree-dimensional geospatial views of Bangladesh.
• Districts & upazilasThe local layer: districts and upazilas across the country.
• Budget explorerFilter the budget by year and sector, interactively.
• Jobs AtlasThe labour market by district, sector, and skill.
• Peer benchmarkBangladesh against peer economies across indicators.
• Data overviewThe evidence base: the data house, the simulator, and the twin.
• Atlas67 static plates of the country, by district and by upazila.
• Data ExplorerSearch, chart, and download primary-source time series for Bangladesh.
• Data APISearch series, fetch time series, and download the data catalog through the public API.

Standing watch: institutions, hazards, and delivery, tracked over time.

• Where the record endsWhat the twin holds and what it still lacks, body by body, with the source of each gap.
• Twin readinessHow much the twin knows about each public body: which facts it holds and which are still missing.
• Search the twinFind bodies, offices, awards and other objects by name.
• Predict: ministry spendingMonthly ministry spending: each model's backtest against seasonal naive.
• Predict: e-GP contract awardsMonthly e-GP contract awards: each model's backtest against seasonal naive.
• Scenario mapA budget scenario's allocation drawn across the 64 districts.
• Money and neede-GP award value per person against the 2010 poverty map, district by district: where the two ranks disagree.
• Bangladesh from aboveHistorical satellite imagery on one time slider: Esri Wayback releases since 2014, Sentinel-2 yearly mosaics since 2016.
• Watch hubThe Watch hub: seven institutional registers, tracked over time.
• Bank WatchBank Watch: scheduled banks tracked on stability metrics.
• Parliament WatchParliament Watch: members and their activity.
• Government WatchGovernment Watch: the executive, tracked over time.
• University WatchUniversity Watch: the higher-education system, tracked.
• NGO WatchNGO Watch: civil society and development NGOs, tracked.
• Development Partner WatchDevelopment Partner Watch: the donors, tracked.
• Industry Association WatchIndustry Association Watch: the apex chambers, tracked.
• Bank Distress WatchThe bank distress watch: stress signals across banks.
• LDC 2029 MonitorThe LDC 2029 graduation monitor.
• Haor WarningEarly warning for the haor flood basin.
• Exposure AtlasThe multi-hazard exposure atlas, by district.
• Compound RiskWhere hazards compound across the same places.
• Priority IndexA priority index ranking places by combined risk.
• Cropland at RiskCropland exposed to flood, heat, and salinity.
• Disaster LedgerThe disaster ledger: events and losses over time.
• ADP deliveryThe Annual Development Programme by ministry, with execution rates.
• ADP executionADP execution: allocation, completion, and overdue projects.
• Budget concentrationHow concentrated spending is across the top units.
• Export concentrationHow concentrated exports are, by product and market.
• Satellite BangladeshSatellite-derived indicators for Bangladesh.
• CompaniesGovernment-linked companies, their ownership, and board links.
• State-owned enterprisesState-owned enterprises by sector and finances, and their owners.
• Economic zones & EPZsEconomic zones and export processing zones, by location and status.
• Mega-projectsThe largest development projects: cost, financier, and delivery.
• Claim storeThe claim store: every published number, verified and source-linked.
• Source libraryThe source library: the primary documents behind the corpus.
• University SystemThe higher-education system mapped from the University Watch tracker.
• Development PartnersDevelopment finance partners, their modalities, sectors, and disclosed financing.
• NGO SectorThe civil-society delivery layer mapped from the NGO Watch tracker.
• Business AssociationsBusiness and trade associations, their leaders, and their policy roles.

Long-form research formats, the state's structure, and how the platform works.

• NarrativesLong-form data narratives that walk through an argument.
• Advisor seriesRecurring advisor series, from weekly reads to annual reviews.
• PrescriptionsThe library of policy prescriptions, by crisis domain.
• Sector analysesSeven sector deep-dives: banking, trade, energy, agriculture, and more.
• All researchThe full research output: briefs, narratives, advisors, prescriptions, and Ask.
• Policy AnalysisLong-form policy analysis grounded in real data on Bangladesh.
• ExplainersPlain-language explainers on where the government's money comes from and where it goes.
• Where does the government get its money?How government revenue is composed, measured, and revised through the fiscal year.
• Where does the budget go?How the national budget is spent across funds, ministries, and programmes.
• Budget analysisVerified findings on credibility, expansion, and execution risk.
• Budget by ministryEvery ministry ranked by allocation, debt line held apart.
• Budget by sectorSpending by sector, with financing churn separated out.
• Budget comparisonsThe three-year trajectory of ministry spending.
• Tax measuresBudget-speech measures tracked from pledge to delivery.
• Budget documentsThe source budget documents, by volume and category.
• Budget methodologyHow figures are extracted, verified, and reconciled.
• Jatiya SangsadJatiya Sangsad: members, committees, and the legislature.
• Machinery of GovtMinistries, divisions, and the directorates beneath them.
• Government StructureHow the layers fit together, from constitution to local body.
• Legal ArchitectureThe statutes and rules that create and bound each institution.
• Accountability MapWho answers to whom: the oversight lines across the state.
• The ConnectionsThe dependency graph linking entities, budgets, and officials.
• About BDPolicyLabWho we are and what BDPolicyLab is.
• How this worksHow the platform is built and how figures are sourced.
• ServicesCustom data analysis, economic modeling, and data pipeline development.
• ContactReach us, and how to flag a correction.