A new locally built artificial intelligence platform, Maestro AI, is now entering its final phase of testing, with its creators signalling ambitions not only for national impact, but also regional expansion and a future public listing to support growth.

Launched just three months ago, Maestro AI Labs — the company behind the emerging platform — is the brainchild of tech entrepreneur Adrian Dunkley. The technology co-founded with his brother, Nicholas Dunkley, represents a bold step toward developing a home-grown AI ecosystem built by Jamaicans, for Jamaicans. It is positioned as a hybrid venture — part commercial enterprise and part social good initiative.

At its core, the tech platform is designed to empower individuals, improve education outcomes, and drive broader socio-economic development across Jamaica and the wider Caribbean.

Rather than investing approximately US$5 million-US$15 million to build a model from scratch,
Maestro AI takes a more efficient route — adapting existing models and refining them with Jamaican data sourced from approved materials.

“What we did for this platform was to go into existing models, remove elements and retrain them in a Jamaican context. It’s our first version, and so we’ll continue to refine it,” he told the Jamaica Observer in a recent interview.

While the platform has access to online search tools, its foundational “brain” was not built using scraped or proprietary data. As such, its developers are now seeking to partner with content creators and institutions to ethically expand its knowledge base over time.

For queries outside its trained knowledge, Dunkley said the system is designed to respond transparently — simply indicating when it does not know.

“We’re proud of what we’ve built so far. Right now, it’s more of a social good initiative than for profit, but it already has the capability to do just about anything — from writing essays to supporting research and problem-solving,” he added.

Though Maestro AI operates at a reasoning level comparable to earlier versions of larger platforms such as ChatGPT, its creators say their focus is not on competing at the highest levels of computational complexity, but on delivering practical solutions with real-life impact.

Among some of the capabilities the Maestro team has been busy developing the brain of its bot to do, are to help users with interpreting legislations and predicting their impact on citizens, supporting healthcare through early disease prediction, assisting in disaster preparedness — to include hurricane forecasting and also providing decision-making tools for individuals and small businesses.

Building on the foundation and successes of Dunkley’s earlier venture, StarApple Analytics, which predominantly focused on enterprise AI solutions,
Maestro AI has expanded that mission toward societal transformation, with a focus on saving lives.

“Through the work we’re doing, we’re trying to predict events like hurricanes weeks in advance so people can have time to plan. Ultimately, we want to give governments and individuals across the Caribbean a kind of personal ‘crystal ball’ for their lives,” Dunkley explained.

“With these specialised capabilities, we envision the platform becoming a tool for social transformation — one that can help give Jamaicans and other Caribbean people at least 10 more years of life through better information, planning and access to resources,” he further said to the Business Observer.

While rooted in Jamaica,
Maestro AI is being designed as a modular system that can be adapted for use by other Caribbean nations. As the platform evolves countries such as Trinidad, Guyana and others will therefore get access to localised versions — tailored to their own laws, cultures and economies.

As part of a major boost to the start-up, Dunkley said that American tech company Nvidia has already come on board to provide technical support, training and access to critical infrastructure such as GPUs and servers. The company is also assisting with marketing and capital-raising efforts.

Additional appeal has also been made to other global firms such as Google and Amazon, with discussions now underway for further collaboration and support.

Despite its international backing, Maestro AI continues to be largely powered by local ingenuity. At present, a core team of three humans and a few AI agents, supported by volunteers and a number of young Jamaican tech talent, have all been working to accelerate the platform’s development — compressing what would typically take a year into just three months.

Mindful of this rapid progress, Maestro AI Lab’s founders have continued to place strong emphasis on safety and ethical considerations. The platform undergoing extensive testing, wants to ensure it does not develop harmful biases or behaviours.

“We want to make sure there are no issues, so we’ll continue testing over the next few months,” Dunkley said.

He noted that a dedicated “red team” is now actively stress-testing the system, probing for vulnerabilities, to determine if the technology can be manipulated into producing harmful or unethical actions.

“If it’s not safe, we won’t release it,” Dunkley added, noting that the company is prepared to rebuild the platform from scratch if necessary.

As Maestro AI moves closer to readiness and eventual public release, early discussions with investors across Jamaica and the wider Caribbean, its co-founder, however, said remains centre stage.

Plan are also on horizon for the launch of an initial public offering (IPO), expected to follow the platform’s roll-out and as the company seeks to raise capital to scale operations, expand into new market and further refine the technology.

As AI continues to reshape industries worldwide, Dunkley said that Maestro AI emerges as a deliberate effort in ensuring that the Caribbean does not merely become only a consumer of global technologies, but an active creator. By embedding local culture, knowledge and priorities into its design, he said, the platform aims to reflect and shape the region’s unique values and future in an increasingly digital world.

“We therefore want to list on the Jamaica Stock Exchange as we work to further scale this Caribbean unicorn,” Dunkley stated.

DUNKLEY…we’re proud of what we’ve built so far. Right now, it’s more of a social good initiative than for profit, but it already has the capability to do just about anything