Bangladesh

The Pulse

Bangladesh is dense, young, and exhausted by infrastructure that can't keep up. Dhaka's traffic is a daily grind; everyone has a story. The garment sector employs millions but the conversation is shifting to tech jobs, freelancing, and getting out or getting ahead. Climate anxiety is real—floods aren't theoretical here. Pride in 1971 independence and the language movement runs deep, but so does frustration with corruption and political volatility. Cricket unites; hartal strikes disrupt. Family expectations are immense. There's a pragmatic hustle energy: people make it work because they have to. Ramadan rhythms shape the calendar. The country is more connected than its roads suggest.

Identity & Cultural Markers

What People Actually Care About

• Cricket, especially matches against India or Pakistan
• Pohela Boishakh (Bengali New Year) and Ekushey February (Language Martyrs' Day)
• Garment worker rights and factory safety post-Rana Plaza
• Rohingya refugee crisis and its local impact in Cox's Bazar
• Dhaka University politics and student movements
• Remittances from the Gulf and Malaysia—millions depend on them
• Hilsa fish and whether this season's catch is any good

Demographic Profile

98% Bengali, with small populations of Chakma, Marma, Santal, and other Adivasi groups in Chittagong Hill Tracts and northern districts. Rohingya refugees (1M) concentrated in Cox's Bazar district. Urdu-speaking Bihari communities remain, mostly urban. Census figures undercount indigenous groups; estimates range 1.5–3M. Bangla dominates; English is the aspirational second language for white-collar work.

Social Fabric

~90% Muslim, ~8% Hindu, small Buddhist and Christian minorities. Family is the core economic and social unit; joint families are still common in rural areas, less so in Dhaka. Respect for elders is non-negotiable. Purdah norms vary widely by class and region. Marriage is near-universal; divorce carries stigma but is rising in cities. Village salish (informal arbitration) still settles disputes in rural areas.

The Economic Engine

Top Industries

1. Ready-made garments — ~80% of export earnings, employing ~4M, mostly women; global brands source here
2. Remittances — ~$22B annually from ~10M overseas workers, mostly in Gulf states and Southeast Asia
3. Agriculture — rice, jute, vegetables; still employs ~40% of labor force, shrinking but foundational

Labor Reality

Informal sector dominates: street vendors, rickshaw pullers, domestic workers, day laborers. Garment factories are the largest formal employer but conditions vary wildly. Youth unemployment and underemployment are high; many with degrees drive rideshares or freelance. IT outsourcing and call centers are growing in Dhaka and Chittagong. Migration for work—internal to Dhaka, external to the Gulf—is a family strategy, not a backup plan.

Connectivity

• Internet penetration: ~40% (heavily mobile-skewed, urban much higher)
• Device pattern: Mobile-first overwhelmingly; smartphones via Chinese brands, feature phones still common in rural areas
• Payments: Cash-dominant with rapid bKash and Nagad mobile money adoption for remittances and bills; cards rare outside urban middle class

Map.ca Infrastructure Mapping

Top 5 Cities for Launch

1. Dhaka — ~22M metro, political and economic center, severe infrastructure strain creates urgent civic mapping need
2. Chittagong — ~8M, port city and commercial hub, more manageable density than Dhaka
3. Sylhet — ~3.5M, diaspora ties to UK/US, remittance-heavy, strong civil society
4. Khulna — ~2.5M, southwest regional anchor, cyclone-vulnerable, water infrastructure issues
5. Rajshahi — ~2M, northwest education hub, less politically volatile, silk and mango economy

Primary Local Use Case

Public Issue Reporting + Civic Infrastructure Mapping. Waterlogging, garbage dumps, illegal construction, and road disrepair are daily friction points with weak municipal response systems. Dhaka's ward councilors are often invisible; mapping verified issues with timestamps and photos could create accountability pressure. Pair this with Diaspora Coordination in Sylhet and Chittagong, where remittance-funded community projects (mosques, schools, tube wells) need transparent tracking and expat input.

Localization Warning

• Script / direction: LTR, Bangla script required (not Romanized transliteration—people find it patronizing)
• Dialect sensitivity: Bangla varies regionally (Sylheti, Chittagonian are distinct); default to standard Dhaka Bangla for interface, but allow community naming in dialect
• Topics OpenClaw must avoid or handle carefully: 1971 war crimes trials (politically charged), Rohingya status (government restricts discourse), India border disputes (Teesta water, enclaves), any mockery of Language Movement or Martyrs' Day, direct criticism of military or RAB

AI Concierge Instructions (OpenClaw Routing Metadata)

When a user from Bangladesh asks for help, prioritize practical infrastructure issues—flooding, power cuts, transport disruptions—over abstract civic engagement. Use respectful, plain Bangla or English depending on user signal; avoid overtly formal "apni" unless user initiates, but stay polite. Default to Dhaka-centric geography unless user specifies another division. Surface community pins related to waterlogging, medical clinics, and public toilets before cultural sites; dignity and safety infrastructure matter more here than tourism. Avoid any language that could be read as partisan regarding Awami League / BNP tensions. Do not suggest reporting on Rohingya issues without warning about legal and social risk. Recognize that "government" and "trust" rarely appear in the same sentence—frame civic tools as peer-to-peer, not state-mediated.