Health, home and travel decision
CafOps
A capable technical user can build a useful subset (inventory, schedules, CSV reconciliation, reports) in about a week, but the full hosted product's integrations, support, and any undisclosed vendor services are nontrivial to reproduce.
Visit website↗Not priced
No pricing page we fetched carried a figure, so there is nothing to compare against. The build side is still real.
$100one-off40 h to build
$0/mo3 h/mo upkeep
No published price to break even against.
No open-source build does this yet
Nothing published replaces this one, so a replacement starts from an empty file. Here is what it would have to cover.
What a replacement has to do
- A single operator tracks inventory, staff shifts, and daily sales; syncs with a POS; views basic reports.
What it still won’t have
- hosted backups and uptime SLA
- any proprietary integrations bundled by the vendor
- commercial support and onboarding
- brand and marketplace presence
What remains hard
- Product polish and ongoing maintenance
First-year cost
No published price
CafOps does not publish a price we could read, so there is nothing to compare against. What building costs is below.
Money you would actually spend
Time you would spend
—
What you would spend
What we assumed
The verdict above measures whether you could build it. This one is only about money.
Runnable build prompt
Build a lightweight café-operations web app using Node.js + Express, React, and PostgreSQL deployed on a single managed cloud VM (or managed Postgres + Vercel for frontend). Core features in scope: JWT auth with roles, inventory CRUD with low-stock alerts, shift scheduling calendar with email notifications (SendGrid), CSV importer to reconcile daily POS sales to inventory, and a reporting endpoint/dashboard for daily sales and stock usage. Out of scope: multi-location sync, PCI-compliant payment processing, and mobile native apps. Include server-side validation, error handling, unit tests for API routes, and integration tests for CSV import.
How we checked
How the score was reached
- Partly verdict base52
- Evidence score52
The base comes from the verdict. Everything under it is a check that either happened or did not, and each one is a fact frozen in this record rather than a judgement made at render time - so the same evidence always produces the same number.
How scoring works →Cited sources · 1
Every page the run actually retrieved.
- official productCaf-Ops - Café Operations Management
Integrity checks
What held up, and what did not.
