PrintCash with AI
HardSaaSFrontierClear niche and buyerAI model/API accessPayments via RevenueCat
Verified

Order Management App for Bakeries

Calpain is an order management app for bakeries and pastry shops. Teams enter each order once, centralize customer and product information, and genera…

In plain English

Pastry shops and bakeries can enter each order once and keep customer and product details in one place. Calpain, from Gino, builds production lists by product, by category, or by order. It also covers repeat orders, payment and delivery tracking, staff permissions, more than one shop, inventory, and printed summaries, on Apple and Android phones, after a free trial. Teams pay a subscription because bakery orders get messy on paper. The AI does a large share of the office work and the billing, while Gino still does a solid part, including quality, help for shops, and unusual cases.

Automation75%
Startup costNot disclosed
Time to first $Not disclosed
Monthly range*$362 MRR

~$362 MRR; $362 verified revenue last 30 days (TrustMRR/RevenueCat, Oct 27, 2026)

DifficultyHard
SourceTrustMRR - Calpain ↗

Operator: Gino

Verified

Revenue independently checked: documents reviewed by a publication, or a public dashboard.

Not disclosed.

The tool stack

RevenueCat ↗
Free up to $2.5k MTR

Mobile subscriptions

 OpenAI API ↗
Pay per token

LLM / vision

 Supabase ↗
Free tier; paid from $25/mo

Database / auth

Prices are the vendors' published list prices as researched in Oct 2026 and change often — always check the vendor's pricing page.

Step-by-step setup

  1. Pick one trade or industry and learn its daily paperwork.
  2. Let users work by chat, photo or upload instead of forms.
  3. AI drafts estimates, documents or proposals; a human approves.
  4. Per-seat or per-company subscriptions sold through industry communities.

What's automated vs. the human 25%

The machine does

  • Core AI generation/analysis
  • Billing and onboarding

You still do

  • Product quality and support
  • Distribution and marketing
  • Compliance and edge cases

Overview

Calpain is an order management app for bakeries and pastry shops. Teams enter each order once, centralize customer and product information, and generate clear production summaries by product, category, or order. It supports recurring orders, payment and delivery tracking, team permissions, multiple locations, inventory, and PDF printing. Available on iOS and Android, with a 7-day free trial.

Operator: Gino. Category on TrustMRR: Mobile Apps. Founded: 2024-09-30. Website: https://www.calpain.app/

Estimated split: about 75% of the work automated, 25% human.

Realistic income

TrustMRR (checked Oct 27, 2026) shows about $362 MRR and $362 in RevenueCat-verified revenue over the last 30 days, $3,301 verified over its tracked history. This is one operator’s result, often after months or years of work, and doesn’t predict yours. Check the live listing — numbers change.

Risks

  • Long sales cycles in traditional industries.
  • Mistakes in estimates or documents cost customers money.
  • Startup cost and time to first dollar are not disclosed.

*Income figures are illustrative ranges based on public pricing and typical outcomes reported by practitioners, not guarantees. Most new online businesses earn little or nothing at first. Not financial, legal or tax advice.

THE DAILY 6

The 6 best AI money stacks, in your inbox every morning.

Each pick comes with its tools and first steps, so you can start one in minutes.

Unsubscribe anytime.

Related stacks

Browse more: Verified revenue AI businesses