Ask a specific question
Agree on the period, currency and definitions of sales and costs before comparing figures.
For Kenyan SMEs and growing teams
Make the numbers
useful.
A proposed analytics service for businesses that need a clearer view of sales and costs. Begin with a simple dataset, check its quality and understand the result.
Working calculation demo. Sample figures are fictional.
KES reporting in the demoCalculations you can inspectNo client data leaves this page
From spreadsheet to decision
Clarity starts with good inputs.
A real engagement starts with your question and agreed metric definitions. A dashboard is useful only when the underlying figures make sense.
Inspect the data
Flag missing values and inconsistent formats before calculating a result.
Make the answer usable
Show the calculation, its limits and the next question to investigate.
A real calculation, a sample dataset
Check a small sales file.
Paste a CSV with revenue and cost columns. Values must be non-negative plain numbers in KES. The tool calculates totals from every valid row, or stops and shows errors.
The result
Validate the sample to see calculated revenue, cost and the difference.
Read the result in context
Every number needs a definition.
Does revenue minus cost mean profit?
Only if the supplied cost column includes every relevant expense for the same period. This demo reports the difference, not audited profit. It does not account for taxes, inventory timing or missing costs.
Does this analyse any spreadsheet automatically?
No. This first tool supports a defined CSV structure. A live engagement would agree on source fields, data access and calculation methods before work begins.
Is there an AI model behind these totals?
No. Ordinary code calculates the totals in the browser. A future AI assistant may explain validated calculations, but should not invent them.