In a benign scenario, he has said, probably none of us will have a job, and what follows is “universal high income”, not universal basic income, enough for people to have whatever they want.

His own timeline for this is ten to twenty years, and even he has admitted the transition carries real risk, a possible crisis of meaning for people whose work simply stops being necessary.

Bangladesh is nowhere near the frontier Musk is describing. It doesn’t have the deep AI research capacity, the compute infrastructure or the advanced automation base that countries leading this shift have.

But that distance is exactly why the country doesn’t need to lead the disruption to be affected by it. Automation and AI tools built elsewhere are already arriving inside Bangladesh’s two largest sources of formal employment, and the question isn’t whether Bangladesh will need to respond eventually, it’s whether anyone is using the runway that’s left.

75% and counting

Start with the outsourcing sector, still small by regional standards but growing fast. Bangladesh’s outsourcing and IT-enabled services exports reached 900 million dollars in the first half of 2025 alone, already ahead of the 850 million dollars earned in all of 2024. Tanvir Ibrahim, president of the Bangladesh Association of Contact Center and Outsourcing, has described the shift plainly.

“Now 75% of our coding tasks are done by AI and the rest by humans,” he said. “It saves time and money.”

He frames this as a blessing, AI narrowing the skills gap with more established outsourcing economies. It’s also an early signal of where the sector’s growth is actually coming from, AI capacity rather than an expanding human workforce, the same underlying shift now visible at a much larger scale in India, where the country’s top five IT services firms, TCS, Infosys, Wipro, HCLTech and Tech Mahindra, posted their first net headcount decline in two decades in FY26, shedding 7,389 employees combined after adding nearly 13,000 the year before.

Bangladesh’s outsourcing industry is a fraction of India’s, so this isn’t a preview of an identical shock. It’s a preview of the mechanism, arriving at whatever pace Bangladesh’s own sector scales up.

The 2041 problem

The more consequential exposure sits in garments. A July 2026 policy brief by the Centre for Policy Dialogue, produced with LIRNEasia under the FutureWORKS Asia initiative, projects that automation alone could threaten up to 12.2 lakh RMG jobs, and as much as 60 percent of current female RMG employment, by 2041.

That’s a fifteen-year horizon, not an emergency. But a separate study, conducted by Solidaridad Bangladesh, the Bangladesh Labour Foundation and BRAC University based on surveys of 429 workers across Dhaka, Gazipur and Narayanganj in late 2024, found that automation already underway had produced a 30.58 percent reduction in the RMG workforce across production processes, with entry-level helper roles hit hardest and the cutting stage of production seeing a 48.34 percent decline. That’s the part worth sitting with.

The CPD’s 2041 number is a projection built on a trend that’s already measurably in motion, not a hypothetical.

Tk2,500 is not a universal floor

Bangladesh’s current safety net gives a sense of how much building this kind of shift would eventually require. By 2025, more than 100 social protection programmes were operating across roughly 25 ministries, with a combined budget allocation of close to 1.9 percent of GDP.

The newest addition to that landscape is the Family Card, launched under Prime Minister Tarique Rahman with a pilot inaugurated on 10 March across 14 upazilas.

Selected through door-to-door verification, 37,567 women-led households began receiving Tk2,500 a month through a digital payment system, with the pilot phase carrying a budget of Tk38.07 crore and reported plans to spend around Tk1.34 trillion over five years as coverage expands.

It’s a genuinely significant initiative by Bangladesh’s own historical standards. It’s also household-based, targeted to specific poverty categories, and still in the early pilot stage, which is roughly where you’d expect Bangladesh’s welfare architecture to be this many years out from the pressure the CPD is describing.

The distance between where the Family Card sits today and what a universal, individual-level income floor would require isn’t a gap that closes on its own. It’s a gap that has to be built, deliberately, over time.

15 years isn’t that long

That’s really the point. Nobody in Bangladesh needs to fund UBI this decade, and nobody serious is proposing it. But institutional capacity of that kind, the ability to verify beneficiaries at national scale, fund a much larger share of GDP in transfers, and retrain a workforce that’s disproportionately female and concentrated in low-skill manufacturing, takes years to build even when the political will exists early.

Fifteen years sounds like a long runway until you map out how long each of those pieces actually takes on its own. The RMG sector’s own numbers suggest the clock on this is already running, whether or not the conversation has started.

The nightmare for Bangladeshi policymakers isn’t a funding crisis due next year. It’s a horizon that currently looks comfortably far away, attached to a form of preparation that has a long lead time and hasn’t begun.