Data analyst in Daphne, Alabama

Daphne is a commuter town that grew faster than its business infrastructure. A lot of the companies here started as one person with a truck or a laptop in the early 2010s, and the systems they set up then are still running the business today. The spreadsheet that tracked twelve jobs a month is now tracking a hundred and forty, and nobody has had a spare week to replace it.

The mix along US-98 and Highway 181 tells you what the work looks like here: home services companies serving the subdivisions that keep going up around Lake Forest and Malbis, professional practices, insurance and real estate offices, small medical and dental practices, and church-affiliated nonprofits that have grown real programs without adding administrative staff.

What comes up in Daphne

The most common one is a business that has outgrown its founder's memory. When you ran four crews you knew which jobs were good ones. At nine crews you do not, and the month-end number no longer tells you why it moved. The fix is rarely new software. It is usually pulling three existing systems into one view and agreeing which one is right when they disagree.

The second is growth that is hard to read. Baldwin County has been one of the fastest-growing counties in Alabama for a decade. If your revenue grew 18% last year, some of that is you getting better and some of it is the county adding rooftops. Separating the two changes what you should do next, and it is a question we can answer from your own job history.

The third is a Daphne nonprofit with a real program and no evaluation capacity. The grant gets written, the work happens, and then reporting season arrives and someone counts sign-in sheets by hand.

A Daphne example

Take a heating and air company off Highway 181 with six trucks. Jobs are scheduled in a field app, invoices go out through QuickBooks, and marketing spend is split between Google and a lead service. Each system looks fine alone. Put them side by side and the picture changes: maintenance plan customers turn out to generate more annual margin than emergency calls, and one lead source is producing volume with a close rate too low to pay for itself.

Nothing there requires new software. It requires the numbers to be counted the same way twice, which is a two-week job, not a two-year project.

What working together looks like

In Daphne it is in person. I come to your office, sit with whoever actually enters the data, and look at the real files rather than a description of them. That first hour usually surfaces more than a week of emailing exports back and forth, because the person doing the work explains the exception nobody documented.

After that, most of the work happens with me. You get a delivery date, a fixed price, and a walkthrough at the end — in your office again if that is easier than a video call.