Office desk with a laptop dashboard, invoices, notes, and a phone

Reporting scripts for Excel, CSV, CRM, POS, and finance exports

Stop rebuilding the same executive report every month.

Send the messy export and the report it needs to become. We turn it into a repeatable workflow with clean outputs, exception files, and a run guide your team can trust.

Book an audit See the demo

Board reports KPI packs QuickBooks exports CRM cleanup Exception files

What we fix

Recurring reports that waste finance and operations time.

The best fit is a leader responsible for a weekly, monthly, or quarterly report who exports data from QuickBooks, Shopify, Stripe, Salesforce, HubSpot, payroll, POS, or another system, then manually cleans and combines it in Excel.

Messy exports

Normalize headers, dates, currency, names, product codes, and duplicate rows from CSV or Excel exports.

Reporting packs

Generate clean summary tabs, exception lists, and executive-ready output files from raw operational data.

Reconciliation

Match invoices, payments, orders, commissions, or payroll rows and flag the records that need review.

Repeatable scripts

Deliver a documented Python script so the work can be rerun without rebuilding formulas by hand.

How it works

A narrow diagnostic before a fixed-price build.

Report diagnostic

You share one recurring report, a sanitized raw export, and the output your team needs on deadline.

Automation build

We write the Python script, clean sample outputs, and a plain-English run guide for the workflow.

Handoff call

We walk through the results, edge cases, and next automations worth doing only if the first one saves time.

Demo deliverable

Sample reporting workflow included in this launch kit.

The demo script in this project reads raw order data, cleans it, calculates margin and late shipments, and writes a business summary. It is intentionally simple enough to show a buyer what they get.

python scripts/spreadsheet_automation_demo.py \
  data/sample_orders.csv \
  outputs/sample_orders_summary.csv

Starter pricing

Start with one report, then expand only after the first win.

First-Customer Audit

$150

Early validation offer: review one workflow, identify automation opportunities, and deliver a written fix plan.

Reporting Script

$1,500+

Automate one recurring export-to-report workflow with cleaned output, exception file, and run guide.

Reporting System

$3,500+

Several related reports, reconciliation logic, documentation, and follow-up support.

Get a report unstuck

Send one workflow. Get a practical automation plan.

Share the recurring report that is costing time. We will review the fit before sending a paid diagnostic or first-customer audit link.