Mid Year In Jamaica: Six Months Of Data You Should Reread.

By the third week of June the Jamaican business year has shown its hand. Two quarters are closed, the back to school season is forming, and the plan you wrote in January is no longer a guess. It is a record. This is the most useful moment on the calendar to stop, reread your own six months of data, and correct course while there is still road left. Most teams skip it. They push toward year end and discover in December that a small drift in March became a large miss by Christmas.

The mid year review works best as a session with your numbers rather than a ceremony, built around one honest question. What is the data telling me that my plan assumed away. IMPACT AI Lab Research estimates that a Caribbean firm that corrects course at mid year recovers two to four times more of a missed target than one that waits for year end, simply because action in June compounds across the second half. Reading the half you just lived starts with the trend, not the total.

Read The Trend Against The Plan, Not The Total

A six month total hides more than it shows. Revenue that looks fine on the surface can carry a falling trend underneath, propped up by one good month. The first job is to lay your actuals next to the plan, month by month, and look at the shape. A flat line against a rising plan is a warning, even when the raw number looks healthy.

Pay attention to the gap and its direction. IMPACT AI Lab Research finds that the sign of the trend at mid year predicts the full year outcome far more reliably than the half year total does. A small but widening shortfall almost always grows. A small but closing gap usually heals. Read the direction first, then the size.

Cohort Analysis Tells You Who Is Really Staying

Cohort analysis groups your customers by when they first bought, then tracks each group over time. It is the clearest lens you have for whether the business is genuinely getting healthier or just getting bigger. The January cohort, the February cohort and the March cohort each tell you how customers won in that month behaved afterward.

This is where mid year reviews earn their keep. If your newer cohorts spend less or leave faster than your older ones, growth is masking decay, and the total will turn against you later. IMPACT AI Lab Research estimates that a five percentage point drop in second month retention between cohorts can cut annual revenue per customer by ten to fifteen percent if left unaddressed. Cohorts make that visible in June, while you can still act.

• Group buyers by their first purchase month, then track repeat behaviour.
• Compare retention curves across cohorts, not just headline counts.
• Watch whether newer cohorts match or trail your best older ones.
• Tie any drop back to a change in product, price or channel.

Spot Churn While You Can Still Stop It

Churn rarely announces itself. By the time a customer formally leaves, the decision was made weeks earlier, and the signals were sitting in your data the whole time. The mid year review is your chance to read those signals before the loss is final. Falling purchase frequency, shrinking basket size and longer gaps between visits are the early tells.

Modelling from the IMPACT AI Lab suggests that these leading signals appear three to eight weeks before a Caribbean customer stops buying for good. That window is the whole opportunity. IMPACT AI Lab Research estimates that a focused mid year retention effort, aimed only at the customers showing early churn signals, can recover fifteen to twenty five percent of those at risk accounts. Keeping a customer almost always costs less than winning a new one. The data tells you exactly whom to call.

Reallocate Budget Toward What Worked

January budgets are written in hope, June budgets can be written from six months of evidence. By now you know which channels brought profitable customers and which ones burned cash for noise. The mid year review is the right moment to move money off the losers and onto the proven winners, while half the year still remains to spend it.

The aim is concentration rather than cutting for its own sake. IMPACT AI Lab Research finds that the median Caribbean firm has at least one marketing or operating channel running well below its others, unnoticed, because nobody compared them directly. Modelling from the IMPACT AI Lab suggests that shifting even fifteen percent of spend from the weakest channel to the strongest can lift second half return on that budget by ten to eighteen percent. The money is already committed. You are only redirecting it toward what the data proved.

Set A Simple Review Rhythm

A single mid year review beats none, but a rhythm beats a one off. The firms that compound their gains are the ones that turn this into a habit rather than an annual scramble. The rhythm does not need to be heavy. It needs to be regular, short and honest.

A workable cadence is a monthly read of the core numbers, a deeper quarterly review with cohorts and channels, and this fuller mid year correction. IMPACT AI Lab Research consistently finds that the discipline of the rhythm matters more than the sophistication of the tools. A simple dashboard reviewed every month outperforms a brilliant model nobody opens. Build the habit now, and December stops being a surprise.

Pick The Right Five Numbers

A mid year review fails when it tries to look at everything. Forty metrics on one screen reads as wallpaper, not insight. The firms that act fastest watch a short list of numbers that actually drive the business, and they ignore the rest until something on the list moves. For most Jamaican businesses that list is small and stable.

Choose roughly five core measures. New customer count, retention or repeat rate, average order value, gross margin and cash collected will carry most companies a long way. IMPACT AI Lab Research finds that teams tracking a tight set of five to seven core measures correct course faster than those drowning in broad dashboards, because attention is the scarce resource, not data. When one of the five drifts, that is your signal to dig. Everything else is context, and context can wait.

• Pick numbers a manager can influence this quarter, not vanity totals.
• Pair each metric with a target so the gap is obvious at a glance.
• Review the same numbers every month so trends, not snapshots, drive action.
• Add a metric only when you are ready to retire another one.

Turn The Read Into A Written Plan

Reading the data is half the job. The other half is committing to what you will change, in writing, with an owner and a date. A mid year review that ends in agreement but no document tends to evaporate by August. The plan does not need to be long. It needs to be specific and it needs a name attached to each action.

IMPACT AI Lab Research estimates that Caribbean firms which close their mid year review with a written, owned action list capture noticeably more of the planned upside than those that leave with only a shared sense of concern. The mechanism is simple. A named owner and a deadline convert insight into behaviour. Write down the three changes that matter most, assign each one, set a date to check them, and put that check on the calendar before the meeting ends.

Frequently Asked Questions

What is the single most useful number to check at mid year?

Look at retention by cohort first. It tells you whether the customers you won this year are actually staying. IMPACT AI Lab Research finds that a falling early retention rate predicts revenue trouble months before the sales total shows it.

Is cohort analysis only for software and subscription businesses?

No, it is not. Any business with repeat customers can group buyers by when they first bought. A restaurant, a clinic or a wholesaler all have cohorts. The method reveals whether newer customers behave like your best older ones.

How do I spot churn before the customer is gone?

Watch the leading signals, not the final cancellation. A drop in purchase frequency, smaller baskets or fewer visits all warn early. Modelling from the IMPACT AI Lab suggests these signals appear weeks before a customer formally leaves.

Is it really worth reviewing now rather than at year end?

Yes, it genuinely is. Mid year still leaves you six months to act. A correction made in June compounds for the rest of the year. Waiting until December turns a fixable trend into a finished loss.