SHT D-01 · Data

Decisions on numbers, not gut feel

Data-science-grade analysis for main-street businesses: where clients churn, which jobs make money, and what to do about it.

Fortune 500 companies employ teams of analysts to answer questions like: which customers are about to leave? Which jobs actually make money after labor? What should next quarter look like? Main-street businesses have the same questions — and their data usually holds the answers.

Knoxline is run by a working data scientist, and this is the service where that shows most. We take your real records — sales, clients, jobs, costs — and produce analysis you can act on: retention studies that show exactly where and why clients leave, forecasts grounded in your actual trend lines, and margin audits that reveal which work deserves more of your calendar.

What's included
  • Client retention & churn studies
  • Revenue forecasting
  • Margin & pricing audits
  • Marketing attribution & CAC analysis
  • One-time studies or ongoing analysis
Liv Hill NutritionClient result
A retention study across every offboarded client turned churn from a guess into a documented pattern — alongside systems that helped support a run from 150 to 350 active clients.

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Sound like your operation?

A 30-minute call, no pitch deck. We'll tell you honestly whether it's a project, a retainer, or something you can fix yourself.

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