Evidence-Based Strategy: Research Before You Bet

MSME leaders make market-entry, expansion and investment decisions with a fraction of the information large corporations insist on — often because research is assumed to be slow and expensive. It doesn't have to be. What it has to be is focused.

The most common mistake is researching everything instead of researching the decision. Before any data collection, write down the decision you are trying to make and the three to five questions that would change your answer. 'Should we enter the Dhaka corporate training market?' becomes: Is the demand real and reachable? Who else serves it, and how? What will customers pay, and why? What capabilities would we need to win? Research that doesn't answer a decision question is trivia.

A focused research sprint — two to four weeks — can answer those questions well. The method combines three sources. Desk research for market size, structure and trends. Structured interviews with ten to twenty potential customers and a handful of industry experts — this is where the real insight lives, because customers will tell you what they actually pay for and why they leave current providers. And simple financial modeling: unit economics, break-even volume, and the investment required to reach it.

Interview craft matters more than sample size. Ask about behavior, not intentions — 'When did you last buy this, and what did you pay?' beats 'Would you buy this?'. Ask about problems, not your product — 'What's the hardest part of X?' beats 'What do you think of our idea?'. And follow the money: who signs, who pays, who complains. Fifteen honest conversations will outperform a thousand-question survey for most MSME decisions.

Beware the two classic biases. Confirmation bias: researching to support a decision already made — recognizable when every inconvenient finding gets explained away. And vendor-deck research: building a strategy on statistics supplied by people selling you something. Treat every number as a claim that needs a source, and every source as having an interest.

The output should be a decision document, not a report. Two to five pages: the question, the evidence, the options, the recommendation, and the risks with mitigations. If the research can't be summarized on a few pages, it isn't finished — the analysis hasn't been distilled into judgment yet.

Know when research isn't worth it. For small, reversible decisions, the cost of research exceeds the cost of being wrong — just try it and measure. Reserve research sprints for decisions that are expensive to reverse: new markets, major hires, capital investment, product launches. The discipline is matching the rigor to the stakes.

Strategy will always involve judgment. Research doesn't replace judgment — it gives judgment something solid to stand on. The leaders who consistently make good bets are not the ones with the best instincts; they are the ones who know when their instincts need evidence.