salesengine 0.4.0

Universal Sales Intelligence Engine — drop in any dataset, get standardized, executive-ready reports

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

Format	Audience	What They Get
Excel	Analyst	Pivot-ready workbook with all data
PDF	Leadership	Polished report with stat cards and tables
PPTX	Presenter	Slide deck with KPI cards and data slides

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.