A practical assurance framework for Caribbean organisations adopting AI agents Executive summary AI has moved beyond tools that generate text or insights. The next wave—agentic AI—can take actions: execute workflows,...
Emerging-market performance is rarely limited by strategy alone. More often, it is limited by repeatability. Many organisations can produce a strong market-entry plan or a compelling investment thesis. Fewer can...
Most emerging-market failures are not caused by weak ambition, insufficient funding, or lack of effort. They are caused by irreversible decisions made too early on uncertain assumptions—followed by a slow...
In emerging markets, the most costly failures rarely come from “no intelligence.” They come from untrustworthy intelligence—insights that look persuasive but are built on weak evidence, biased sources, stale inputs,...
Emerging-market strategies often fail for a reason that is both simple and uncomfortable: the organisation measures the wrong market. Not deliberately. Not negligently. Structurally. Many dashboards, market models, and performance...
In emerging markets, most strategic failures do not happen suddenly. They happen quietly—through small signals that are seen too late, interpreted too narrowly, or ignored because they did not fit...
In emerging markets, the most dangerous phrase in a boardroom is often: “We have the data.” Not because data is unhelpful, but because emerging-market data is frequently incomplete, delayed, inconsistent,...
Emerging markets reward organisations that can learn faster than the environment changes. That is not a slogan—it is an operating requirement. In many emerging markets, the “truth” of the market...
When organisations evaluate an emerging-market opportunity, the spreadsheet typically carries familiar line items: market entry costs, capex, hiring plans, marketing budgets, distribution agreements, working capital needs, and scenario sensitivities for...
Executives rarely lose sleep over the concept of market intelligence. They lose sleep over what market intelligence is supposed to prevent: expansion projects that miss targets, acquisitions that underperform, partnerships...
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