Built & tested
Price Watchdog
Separates landed cost and flags price movement with its invoice line.
Custom AI agents for bagel shops
Before the ovens fire, your back office is ready.
Costs, ordering, recipes, and PARs—worked before the rush.
Free plan. Keep it.
The week, worked.Fictional sample · human reviewed
- TUE 6:04PWPrice Watchdog
Spread cost moved. Landed cost separated.
Invoice attached - WED 7:12RCRecipe Coster
Batch costs updated. One input held.
No guessing - THU 5:48OAOrder Analyst
Catering order reconciled after fulfillment.
Actual contribution - SUN 9:30DPDough / PAR Forecaster
Next-week scenario in floor review.
Shadow only - MON 6:12✓Owner brief ready
Two decisions waiting.
You decide
Generic restaurant software doesn't know your dough.
Your yields, packs, recipes, catering, and floor judgment are different.AIRG learns the building—not the average.
Your specialized agent team
Six jobs. One owner view.
Each job shows its earned status. Real files still require readiness and review.
Built & testedWorking prototypeIn shadow
Built & tested
Recipe Coster
Costs effective recipes, yields, conversions, and sub-recipes.
Built & tested
Completed Order Analyst
Reconciles catering revenue and costs after fulfillment.
Built & tested
Multi-Unit Closer
Keeps locations, shared costs, and missing data visible.
Prototype — try it
The Buyer
Compares qualified baskets across yield, fees, minimums, and fit.
Try the synthetic demo →In shadow — earning it
Dough / PAR Forecaster
Compares demand, inventory, closures, and actuals.
“Built & tested” means synthetic testing—not client results.
See the work
Controls inside the answer.
Evidence, holds, dates, and approvals appear with the decision.
Price Watchdog · fictional demo
The price moved. Why?
Base unit costLike-for-like
Freight and feesSeparate
CreditsApplied
Uncertain pack → held, not price creep.
Recipe Coster · fictional demo
What does the batch cost today?
Recipe versionDate locked
Usable yieldAccepted
Location ruleApplied
Accepted inputs → cost. Missing input → hold.
Order Analyst · fictional demo
What did the order contribute?
QuotePreserved
Revenue & paymentReconciled
Food, labor, routeAllocated
Completed contribution → owner review.
Earned promotion
Dough and PAR starts in shadow.
Freeze it, compare it with the floor, then promote it after owner acceptance.
What it considers
1 · VintageFreeze forecast
2 · DemandCommitments
3 · StockUsable inventory
4 · RealityClosures + actuals
5 · SignoffFloor review
Review scenario—not a make command or accuracy promise.
Multi-unit, no mystery total
Locations close independently. Shared costs and missing sources stay visible before acceptance.
Location A · complete
Location B · complete
Location C · held: source missing
Meet the Buyer · working prototype
The lowest price is not always the lowest order.
Compare yield, fees, minimums, availability, and fit. Uncertain matches stop. Nothing is ordered.
Try Vendor Bid Desk →Qualified basketApproval required
Item group AYield normalized
Vendor 1Item group BMinimum included
Vendor 2Item group CFit uncertain
HELDExport unlocks only after approval.
Done for you
Put the first agents to work.
Start with what your files support. Expand after each job earns trust.
Free Starting Plan
$0
Your first workflow, its needs, and first owner output. Keep it.
Calibration
From $2,500
Map recipes, vendors, locations, rules, and approvals beside your process.
Weekly Service
From $1,800/mo
The reviewed loop runs weekly, month-to-month.
90 days. Delivered or refunded.
After approved calibration, provide agreed inputs and approvals on time. If AIRG misses the agreed reviewed outputs during the first 90 days, we refund that period's weekly service fees. Delivery only—not savings, profit, or accuracy. Terms before signing.
Operator informed. System led.
Built with 20 years behind a bagel counter.
Seamus O'Brien still runs restaurants. His judgment shapes the questions; AIRG's rules, evidence, and approvals carry the work.
Straight answers
What this is—and isn't.
Does AIRG replace my POS, accountant, payroll, or ordering system?
No. AIRG is the configured decision layer that works from accepted outputs those systems already produce.
Is this outside-client proof?
No. Modules are built and synthetically tested; real files begin with readiness, shadow comparison, and review.
Will Dough / PAR tell the floor what to make?
No. It begins in shadow as a reviewed scenario, not a production command.
Does Vendor Bid Desk place orders?
No. It compares structured CSVs, holds uncertainty, and requires approval before draft export. It never sends or orders.
What follows the Free Starting Plan?
You get your first workflow, its inputs, blockers, and owner output. Continuing is optional.
Start with one job
Stop doing all the thinking.
Get a Free Starting Plan. Files move only after written scope and handling terms.
Get my free starting plan →