Free weekly email: the week's new posts, videos and one tip from the books, every Sunday. Get it free →
Homelab the Right Way

Home › Posts

Provision: on-device AI meal plans with real grocery prices

Provision builds a 7-day meal plan on your phone for your diet and budget, with an itemized grocery list priced from real store data.

· 2 min read · androidmeal planninggroceriesbudgeton-device ai

Provision: on-device AI meal plans with real grocery prices

Meal planning tends to break down at the grocery store. A recipe app gives you a week of dinners, then the receipt comes in well over what you meant to spend. Provision ties the two together: it plans a week of meals within a weekly budget, then prices the grocery list using real store data instead of a flat guess.

What it does

  • A full week, planned on your phone. A 7-day meal plan generated on the device, tailored to your dietary preference and weekly budget.
  • Automatic grocery list. An itemized list built from the ingredients in your plan.
  • Real prices. Live Kroger catalog prices where available, and crowdsourced real-world prices otherwise.
  • Budget tracker. See where the week's spending goes, broken down by category.
  • Cook mode. Step-by-step instructions for each recipe.
  • Five languages. English, Spanish, French, German and Portuguese, with on-device translation of every generated recipe.
  • Optional sync. Move your plan and preferences to a new phone.

How the budget works

You pick your preferred store from Kroger, Safeway, Walmart, Whole Foods or ALDI, then set a weekly budget. Provision keeps each generated plan within about $5 of that number, and if a plan comes in over, it regenerates automatically.

The prices come from two places: Kroger's public catalog where it has the item, and the free, community-run Open Prices database otherwise. Real shelf prices change and vary by location, so treat the total as a close estimate and check the receipt against the budget tracker after you shop.

A weekly routine

  1. Choose your store and your dietary preference.
  2. Set a weekly budget.
  3. Generate the 7-day plan, and regenerate if you want different meals.
  4. Shop from the itemized grocery list.
  5. Cook with step-by-step cook mode.
  6. Watch the budget tracker to see which categories take most of the money.

Privacy

The meal planner runs on your phone using Google's Gemma on-device model. According to the listing:

  • No account is required, and there is no server round-trip to make a plan.
  • Nothing about what you eat leaves your phone unless you turn on sync.
  • Price lookups go only to Kroger's public service and the Open Prices database, never to an ad network or data broker.
  • Sync, if you enable it, stores only your own preferences and plan under an anonymous account.

Good to know

  • Provision is free to use with no subscription.
  • It shows a small banner ad on the grocery list screen, and an occasional ad may appear when you manually regenerate a plan.
  • Live catalog prices are only available where Kroger has the item; other prices are crowdsourced.
  • The plan aims for your budget, but your actual spend depends on your store, location and what you add.
  • It is rated Everyone, in the Food and Drink category.

Is it for you?

  • You want a week of meals planned around a set grocery budget.
  • You shop at Kroger, Safeway, Walmart, Whole Foods or ALDI.
  • You like a grocery list that builds itself from the plan.
  • You would rather not create an account or send your eating habits to a server.

More articles