SalesEngine

Universal Sales Intelligence Engine — Drop in any sales/transaction dataset, answer a short questionnaire, and get standardized, executive-ready reports. Works across industries.

What's New in v0.4.0

Professional Report Output — Complete formatting overhaul:

• PDF reports with stat cards, styled tables, teal design system, page headers/footers
• PPTX decks with branded cover slides, KPI cards, color-coded change percentages
• Timestamped output files — never collides with open reports
• ReportTheme system — customize colors and branding for any company

Bug Fixes:

• Fixed "?" characters on PDF cover page (emoji Unicode rendering)
• Fixed raw numbers on executive summary (2758944.72 → 2.8M)
• Fixed table headers showing raw column names (Volume_Change_% → Change %)
• Fixed missing alternating row colors on PPTX tables

Install

pip install salesengine              # Excel only
pip install salesengine[pdf]         # + PDF reports
pip install salesengine[pptx]        # + PowerPoint decks
pip install salesengine[all]         # Everything

Quick Start

import salesengine as se

# Scan your data
se.scan("sales_data.csv")

# Fill out the generated questionnaire, then run
se.run("sales_data.csv", "intake.json", formats=["all"])

Three Output Formats

22 Analytics Functions

Data Cleaning, Customer Churn Analysis, Price Benchmarking, Margin Health, Volume & Revenue Analytics, Customer Ranking, Geographic Analysis, Segment Comparison, Product Mix Analysis.

Cross-Industry

The same engine serves food distribution, SaaS, healthcare, retail, manufacturing, financial services, and logistics. Configure once via the questionnaire — the analytics adapt automatically.