POS insights, cleaned in the browser

Turn a messy POS export into operator-grade insight

Drop in a venue food-and-beverage export. Venue Insights infers the schema, cleans the data, documents every fix, and surfaces the analyses your team would otherwise build by hand.

Drag & drop your POS export

or browse to choose a file

CSV · parsed in your browser

or try sample data

Your file never leaves your browser — no upload, no server, nothing stored.

How it works

01

Drop a file

Drag in a CSV POS export — or load a sample. Parsing runs in a Web Worker, so the page never freezes.

02

It cleans & documents

The schema is inferred and columns mapped, types coerced, typo'd labels clustered, duplicates and bad values flagged — every fix logged, with a Data Health Score. Financial values are never silently invented.

03

Explore & export

Step through the analysis modules, then export a print-ready report with a methodology appendix.

What it can do

  • Category performance & revenue share
  • Pareto / long-tail SKU finder
  • Menu engineering (margin quadrants)
  • Market basket & bundle lift
  • Per-cap spend by event & opponent
  • Sales curve & staffing plan
  • Speed of service & bottlenecks
  • Par-level forecast
  • Price elasticity

Insights are deterministic and rule-based — every number traces to a formula and to the cleaning steps that produced it. No AI black box, no upload, no server. Modules light up based on which columns your export includes.