Stop Guessing.
Start Selling.

The only AI bake recommendation tool built exclusively for Paris Baguette franchise owners.

CRUMB dashboard preview

AI that learns your store.

Trained on your unique sales patterns, holidays, and seasonal trends. It predicts tomorrow's bakes with the precision of an owner who's been there for a decade.

Seasonal Trends

Spring spikes, winter dips, summer rushes — baked into every forecast.

Short-Term Trends

Foot traffic shifts, local events, weekday-vs-weekend swings — picked up day by day.

Holiday Aware

Christmas, Mother's Day, Valentine's Day — every annual spike forecast days ahead.

Auto-trained nightly

Retrained Every 24hrs

Fresh sales data every morning. The model adapts overnight — no manual retraining.

The longer you use it, the smarter it gets.

Each day's sales improve next week's forecast. Compounding over months.

Don't take our
word for it.

Here's what the Paris Baguette Tampa team has to say.

I was a little skeptical at first, but as time went on the results kept proving themselves. Less stress, peace of mind, and 100% satisfaction. I honestly can't imagine going back to the old way!
Jessica Rodriguez Manager · Paris Baguette Tampa
Trusting an AI's predictions was tough at first. I've been doing this a long time. But after a few weeks, it's incredible how accurately it forecasts demand. It understands our customers better than I expected.
Sung Jin Hong Head Chef · Paris Baguette Tampa
Sit back and let the machine do its thing. You can't out-calculate a computer, and once you accept that everything gets a whole lot easier.
JC Hong Franchise Owner · Paris Baguette Tampa

Connected directly to Toast.

Your sales history syncs automatically every day. No spreadsheets. No manual entry. Just clean, accurate data working for you in the background.

  • One-click setup
  • Encrypted sync
  • Live every 30s

Every bake makes it sharper.

The model retrains on your data continuously, evolving as your demand patterns shift across seasons, holidays, and local events.

Real numbers. Real operations.

Tested in a real Paris Baguette franchise. These are the outcomes franchise owners see in the first 14 days.

Coverage
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Customers find what they came for.

Nine out of ten customers leave with the item they walked in for. Fewer disappointed regulars; fewer lost morning rushes.

Toast POS · live sync
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Fewer stockouts

Shelves stay fuller longer through the morning rush.

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Smarter cost management

Less waste, leaner overhead, healthier margins from day one.

0hrs

Saved every week

Three hours of guesswork off your plate. Back to running your store.

Adaptive

Trained on your store.

The model retrains on your actual sales, including holidays and weekends. Never a generic template.

Built for PB Owners

Built by Loi Park — developer, baker, and person who lived this problem firsthand.

Designed in a working store, tuned on real shifts, shipped to other owners who need it.

Book a Call

Smarter every morning.

Join a growing network of Paris Baguette franchise owners who have made guesswork a thing of the past.

Book a Call

No commitment. Just a conversation.