Data engineering · Atlanta, GA
Atlanta data engineering for multi-source businesses
Atlanta companies often sell through several channels at once: agreements by email, orders in an app, invoices in a spreadsheet. We connect those sources, clean them to match and chart the answer. The scale changes. The four steps do not.
Atlanta data engineering for logistics, media and services
The city's leading sectors include transportation, logistics, healthcare, film and television, information technology and finance. A freight broker, a production crew and an agency all bill in different ways.
Mining collects those bills, orders and messages into one table with a column for source. That is the base for every later question, and a firm with many people entering data gains the most from it, since each person tends to type things a little differently.
Three business districts, three kinds of customer
Downtown holds the most office space in the metro area, Midtown is second and Buckhead is third. A service firm that sells in all three can compare them once each row carries a district.
Cleaning makes that possible: one label per district, one record per customer, one format for money. Analysis can then ask where the repeat business comes from.
Where scraping adds to the Atlanta picture
With a large market, owners want a view of the field. We collect public listings, prices and review counts from pages that allow it, within each site's terms.
The chart sets your numbers next to the field's, so you see where you lead and where you lag.
From a very large metro to your one question
The metro area holds millions of people, and no report covers all of it. We narrow the job to one question about your business and answer that well.
A founder near Georgia Tech and an owner in Buckhead can start from the same four steps and finish with very different charts. We also tell you early when the data you hold cannot answer the question, and what to start recording so it can by next quarter. Nothing in the pipeline asks you to replace a tool you like.
Questions from Atlanta owners
We have many systems. Do you replace them?
No. We read what they export, line it up and clean it. Your systems keep running as they are, and we tell you where the data conflicts.
Is free business counseling available in Atlanta?
Yes. The UGA Small Business Development Center consults across metro Atlanta with Georgia State University and Morehouse College, and it is opening a Buckhead office. We work on the data, so the two sit well together.
How do you keep my numbers checkable?
Each chart traces to the rows behind it. You can open the table, follow our math and challenge any step. If we find a conflict between two systems, we show you both rows and ask which one you trust.
Sources for the facts on this page: Atlanta, Wikipedia · New Buckhead office, Georgia SBDC at UGA
Book a free call about your Atlanta sources
List the places your records live on the contact page. We reply with where we would start, and offer a free call if you want to talk it through.