The Six Percent Problem: Jamaica's Mandatory AI Training Order Meets an Untrained Workforce

By Dr S Budall | July 24, 2026 | Government & Workforce

Green tropical hills and forest canopy in rural Jamaica, no people visible

Jamaica's interior parishes, the parts of the island a national AI skills programme has to reach if it is going to mean more than a Kingston pilot. Photo via Unsplash.

TL;DR: Jamaica has made AI literacy training mandatory for every level of its civil service and backed a separate J$545 million programme, GAINS, to deliver AI skills certification across all 63 constituencies. A University of the West Indies study published by SALISES found the country scores 60 out of 100 on public AI readiness, and that only 6% of Jamaicans have ever had formal AI training, even though 62% say they want it. PwC's 2026 Global AI Jobs Barometer found jobs needing AI skills are growing roughly eight times faster than the job market overall. The ambition and the money are real. The gap between the mandate and the workforce it applies to is real too, and closing it is now the actual test.

Jamaica gave itself a deadline this year that most governments avoid. Every civil servant, from permanent secretary to junior clerk, is now required to complete AI literacy training, under a directive Dr the Hon. Andrew Wheatley, Minister without Portfolio with responsibility for Science, Technology and Special Projects, issued to the National AI Task Force in June. Weeks later, Wheatley told Parliament during the Sectoral Debate that the Government was putting JMD $545 million behind a second, wider initiative: the Growing AI Innovation and National Skills Programme, or GAINS.

Jamaica has made AI training mandatory across its civil service and committed J$545 million to reach every constituency with AI skills certification. A University of the West Indies study found only 6% of Jamaicans have ever had formal AI training, though 62% want it. The order now has to outrun the gap it was written to close.

A Directive, Then a Cheque

The two announcements landed close together but do different jobs. The mandatory directive is a compliance instrument aimed inward, at the roughly 100,000-strong public service that runs ministries, agencies, and local government. Wheatley described the goal plainly at the 11th Biennial Jamaica Diaspora Conference in Montego Bay on 17 June: officers at every level need to understand what AI is, appreciate the ethics around it, and see how it can make their own jobs and their agency more efficient.

GAINS is aimed outward, at the country. It funds a six-week AI Mastery Curriculum built around national priority sectors, with every graduate earning a HEART/NSTA Trust certificate, a live portfolio, and a stated pathway into employment, freelancing, or starting a business. Qualifying at-risk youth receive a JMD $50,000 monthly stipend while they train, a detail that signals this is meant to reach people the formal labour market has already lost, not just civil servants filling a mandatory box. The Jamaica Social Investment Fund is the implementing authority, the Social Development Commission runs community outreach constituency by constituency, and the Universal Service Fund is tasked with the digital infrastructure needed to run classes somewhere other than Kingston. The J$545 million is described as anchor financing, meant to draw in co-financing from the World Bank, the IDB, UNESCO, and UNDP rather than cover the whole cost alone.

What the University of the West Indies Actually Found

The readiness data landed weeks before the mandate did, and it is worth reading in that order. Researchers at the Sir Arthur Lewis Institute of Social and Economic Studies at UWI Mona surveyed 1,072 Jamaicans across all 14 parishes between October and December 2025 and built a Public AI Readiness Score measuring how prepared people are to understand, trust, access, use, and benefit from AI. Jamaica came in at 60 out of 100.

The number that should worry programme planners more than the headline score is 6%, the share of respondents who have ever had any formal AI training. Interest is not the problem: 62% of the same sample said they want training. Trust sits lower, at 5.45 out of 10, and 81% of respondents want moderate or strict oversight of AI technologies rather than a free hand. Put together, the SALISES findings describe a population that has heard of AI, uses it informally, wants proper instruction, and does not yet trust it much. That is a workable starting point for a training programme. It is a poor starting point for a compliance mandate with a clock already running.

6% The share of Jamaicans who have ever received formal AI training, against a 62% share who say they want it, according to a UWI Mona SALISES survey of 1,072 people across all 14 parishes.
A public that wants training it has not been given is not a readiness problem. It is a delivery problem, and delivery is the part governments control.

Kingston Already Has a Head Start

The gap GAINS is built to close is not evenly spread across the island, and that is the part a national announcement tends to flatten. Jamaica's financial sector has been building AI capability for a while without waiting for a Cabinet directive. NCB Financial Group and Sagicor are both using AI for fraud detection, credit scoring, compliance monitoring, and customer service, and Sagicor has said its wider regional transformation strategy leans on AI as it builds out its position across the English-speaking Caribbean. Fujitsu executives, speaking to the Jamaica Observer in May, argued AI could help the state itself move faster, cutting bureaucratic delays, speeding disaster recovery coordination, and expanding tourism services. None of that requires GAINS. It is happening in Kingston boardrooms with budgets a rural farming cooperative in St. Elizabeth does not have.

That is exactly the split GAINS is designed around. The six-week curriculum, the HEART/NSTA Trust certificate, and the Universal Service Fund's promised digital infrastructure only matter if they show up in constituencies that look nothing like New Kingston: Trelawny's farming communities, St. Thomas's fishing villages, the BPO towns strung along the Montego Bay corridor. A regional comparison sharpens the stakes. The Caribbean as a whole trails badly on generative AI adoption, with only about 13% of adults using it, according to Observer reporting in May. Jamaica's 60-out-of-100 readiness score and 6% training rate put it ahead of that regional baseline on paper, but a score built mostly on awareness in the capital will not survive contact with a national rollout unless the constituency-level delivery actually happens.

What This Means for Jamaican Employers and Workers

PwC's 2026 Global AI Jobs Barometer gives the private-sector case for urgency, and it does not depend on any government mandate. The study found jobs requiring AI-related skills are growing roughly eight times faster than the job market as a whole, and that workers with AI skills command a wage premium PwC puts at 62% globally. Companies most exposed to AI, the ones that have restructured roles rather than just bought a tool, are seeing labour productivity gains far ahead of everyone else. PwC's own message to Jamaican firms in a separate briefing this year was blunt: use AI for growth, not just for shaving costs off existing processes.

For a Jamaican employer, the practical reading is straightforward. Waiting for GAINS to produce trained hires is not a strategy on its own, because the programme's first cohorts are only starting to move through a six-week curriculum built for national reach, not for one company's hiring timeline. Businesses that want the productivity and wage-competitiveness gains PwC describes need their own training plan running in parallel, not a plan that assumes government certification will arrive in time. For workers, the SALISES numbers cut the other way: 62% already want training that has not reached them, which means demand exists inside firms too, waiting for an employer willing to organise it rather than leave staff to pick up AI skills informally.

The Sequencing Problem

Mandates and money are the easy parts of a policy announcement. Sequencing them against actual delivery capacity is the hard part, and it is where GAINS will be judged. A six-week curriculum reaching 63 constituencies needs trainers, connectivity, and physical space in numbers Jamaica has not needed for a workforce programme at this scale before. The Universal Service Fund's role, building digital infrastructure alongside the training rollout, is the quiet admission that some of that capacity does not exist yet outside urban centres. If GAINS ships its promised HEART/NSTA Trust certificates on schedule and reaches rural constituencies as designed, the 6% training figure could move meaningfully within two years, and the mandatory civil service directive gets a genuine skills base to draw on rather than a box-ticking exercise. If delivery lags the announcement, the mandate risks becoming paperwork: officers marked as trained on a spreadsheet who never received instruction that changed how they work. The gap between those two outcomes is entirely in the execution, not in the ambition, and Jamaica has set itself a genuinely difficult execution problem to solve within one fiscal year.

Frequently Asked Questions

What is Jamaica's GAINS programme?
GAINS stands for the Growing AI Innovation and National Skills Programme, a JMD $545 million national workforce initiative announced by Dr the Hon. Andrew Wheatley, Minister without Portfolio with responsibility for Science, Technology and Special Projects, during the 2026 Sectoral Debate. It funds a six-week AI Mastery Curriculum designed to reach all 63 parliamentary constituencies, with graduates earning a HEART/NSTA Trust certificate and a pathway into employment, freelancing, or enterprise creation.
Does the mandatory AI training apply to private sector workers too?
No, not directly. The mandatory element applies to government workers, following a directive Minister Wheatley issued to the National AI Task Force requiring every level of the civil service, from ministry heads down, to complete AI literacy training. GAINS, the wider J$545 million skills programme, is voluntary and open to the general public, including at-risk youth and unattached young people, rather than compulsory for private employers.
How do I enrol in Jamaica's GAINS AI training?
GAINS is delivered through the Jamaica Social Investment Fund as implementing authority, with the Social Development Commission handling community outreach in each constituency and HEART/NSTA Trust issuing certification. As the programme rolls out constituency by constituency, enrolment routes are expected through JSIF, HEART/NSTA Trust, and local Members of Parliament offices; qualifying at-risk youth can also access a JMD $50,000 monthly participation stipend.
How much is Jamaica spending on AI skills training, and is it free?
The Government has committed JMD $545 million as anchor investment for GAINS, intended to draw in further co-financing from the World Bank, the IDB, UNESCO, and UNDP. The six-week AI Mastery Curriculum and HEART/NSTA Trust certification are publicly funded, and at-risk youth qualify for a JMD $50,000 monthly stipend while they train, making participation free or better than free for that group.
What is the difference between GAINS and the mandatory civil service AI training directive?
GAINS is a nationwide skills and employment programme open to the public across all 63 constituencies, aimed particularly at rural communities, at-risk youth, and low-skilled workers. The mandatory directive is narrower and compulsory: it requires every government worker, from senior officials to junior officers, to complete AI literacy training as a condition of their public service role, regardless of whether they ever touch GAINS.
What are the risks of making AI training mandatory before most Jamaicans have any AI skills?
The main risk is sequencing. A 2025 to 2026 SALISES study at UWI Mona found only 6% of Jamaicans have received formal AI training and public trust in AI sits at 5.45 out of 10. Mandating training faster than the country can deliver quality instruction risks producing a paper compliance exercise rather than real capability, particularly outside Kingston where digital infrastructure and trainer capacity are thinner.
Is AI use or AI training regulated in Jamaica?
Jamaica does not yet have a standalone AI law. The National AI Task Force, established in 2023, delivered National AI Policy Recommendations in 2024 and completed a UNESCO AI Readiness Assessment, and a full National AI Policy is currently being drafted. Until that policy is finalised, the mandatory training directive and GAINS operate under ministerial and Cabinet directives rather than a dedicated AI statute.
Where is Jamaica's AI skills push headed over the next two years?
Expect GAINS to expand constituency by constituency while the National AI Policy moves from recommendation to law, and for private employers, particularly banks, insurers, and BPO operators already using AI for fraud detection and customer service, to face growing pressure to formalise their own training rather than rely on ad hoc adoption. PwC's 2026 Global AI Jobs Barometer found jobs requiring AI skills are growing roughly eight times faster than the overall job market, which will keep pulling Jamaican employers toward structured training whether or not further mandates arrive.
Empty tropical coastline with turquoise water and palm trees in Jamaica, no people visible

Jamaica's tourism coast. PwC and Fujitsu have both flagged tourism as an early sector for AI-driven efficiency, one of the industries GAINS is meant to feed with certified graduates. Photo via Unsplash.

Final Thought

Jamaica has committed further than most of its neighbours: a funded national curriculum, a compulsory order covering the entire civil service, and a readiness study honest enough to publish its own worst number. The country that measured its gap in public has to be the one that closes it fastest, because the mandate is now on record and the score, 60 out of 100 with 6% trained, is the baseline every future survey will be checked against.

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This analysis comes from StarApple AI, the first AI company founded anywhere in the Caribbean, established in Jamaica by Adrian Dunkley, the region's leading AI figure. StarApple AI

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