Munim runs your counter, kitchen and ledgers, then explains what happened, finds money leaking out and drafts the fix. Nothing changes until you approve it.
The live demo is Cobnut Bakehouse, a synthetic business: sample data, simulated suppliers, payments recorded, not processed.
India first
Australia on its own country pack
2 to 5 outlets, many brands
Ask Munim · Koramangala outlet
Why did paneer tikka make less money last week?
@catalogueThe supplier's paneer price went up ⟨snap · row 4 · unit_cost⟩ and Tuesday's waste ran above its usual level ⟨snap · row 2 · waste_qty⟩.
Cannot verify the delivery-app payout for that week: its file has not been imported yet.
Price change · Paneer tikkaDraft
New price ⟨snap · row 4 · suggested⟩ · waiting for Meena
ApproveReject
Illustration · synthetic data
The One Guarantee
Nothing changes your books without your approval. Every number traces to your records.
1You approve every change
Prices, stock, rosters, payroll, purchase orders and messages to customers all start as drafts.
A named person approves or rejects each one. Nothing applies itself.
An approved change runs in one step with its audit entry, under the approver's name.
The books are append-only: a mistake is corrected by a reversal with a reason, never erased.
2Every number has a source
The AI never types a number. Each figure is filled in from a snapshot of your own records.
Tap any number to open the rows it came from.
If a number can't be traced, Munim says "Cannot verify" instead of guessing.
The AI has no permission to write to your books; it can only propose.
What Munim does
One system for the counter, the kitchen and the books.
Each feature says honestly where it stands today.
In the demoBuiltIn progressOn the roadmap
Counter, kitchen and online ordering
Point of sale, a kitchen display with short ticket numbers and timers, and QR or web ordering with pickup windows. Prices and totals are worked out on the server, and order status only moves through allowed steps.
BuiltEngine, API and screens built: the till, the kitchen display and the Cobnut storefront.
Eight AI specialists and a Manager
Catalogue, kitchen, purchasing, finance, people, customers, compliance and market specialists explain what happened, find money leaking out, and draft fixes. The Manager routes your question to the right desk.
BuiltBuilt and evaluated on synthetic businesses. Ask Munim, each specialist's desk and a replay of their work are in the staff screens.
Investigations
Ask a hard question and Munim plans an investigation across specialists, step by step or on a plan you approve. Every finding carries the rows it came from.
BuiltStep, Plan and Auto modes built, with screens: the plan to approve, each cause's verdict and the rows behind it.
Munim Cares
Surplus food goes to food banks and NGOs instead of the bin, and businesses can offer surplus to each other. The AI spots it; you approve every listing.
BuiltDatabase, API, AI and screens built. Recipients are simulated.
A storefront for every business
Each business gets its own ordering website over the public storefront API: menus, pickup windows, checkout with pay-at-the-counter, and order status.
In the demoStorefront API, mock API and build guides are live on this site.
Theming and a drag-and-drop page builder
Brand colours, layout presets and a visual editor so an owner can shape their storefront without a developer.
BuiltBuilt: colour presets with a contrast check, layouts, and the home page's sections in a drag-and-drop editor with numbered versions. Publishing is switched off on the shared demo business.
Many outlets, many brands
Run two to five outlets, or several brands from one cloud kitchen, with each outlet's books kept apart and rolled up for the owner. Managers see only their own outlet.
BuiltBuilt: each outlet's books kept apart, an all-outlets view for the owner, managers limited to their own outlet, and a brand switch for businesses with more than one brand.
Purchasing with simulated suppliers
When stock runs short, Munim asks suppliers for quotes, reviews every deal against your rules and drafts the purchase order for you to approve.
BuiltSuppliers in the demo are simulated agents, labelled everywhere.
India first, Australia on its own pack
Currency, tax lines, receipts, time zones and compliance calendars come from a country pack, not from the code. A business in Australia runs on the AU pack — same code, different country pack. Country is fixed when the business is onboarded.
BuiltIndia and Australia packs built and tested. The live demo business is in India.
The team behind the desk
Eight specialists. One Manager. You decide.
Fixed rules find the problem first; the model only explains it, with a reference beside every number. Address any desk directly, like @finance.
Catalogue and pricing
True dish margin from recipe, supplier price and waste; price-change drafts.
@catalogue
Kitchen
Ticket-time drift, remakes and prep-time proposals with evidence.
@kitchen
Purchasing and inventory
Shortfalls, price creep, waste spikes and purchase-order drafts.
@inventory_purchasing
Finance
Payouts reconciled to orders, unexplained fees, month-end close.
@finance
People
Labour against demand, overtime drift and roster drafts.
@people
Customers
Coupon leakage, lapsing regulars and campaign drafts — never auto-sent.
@customers
Compliance
Licence expiry, missed temperature logs and checklists.
@compliance
Market and strategy
Goals, forecast notes and the surplus picture for Munim Cares.
@market
The Manager reads your question, sends it to the right specialists, and brings back one answer with its sources. A forecast service sits behind them all, measured against a simple seasonal baseline.
How it works
From the day's orders to a fix you approve.
Run the day
Orders, tickets, stock, cash and payouts land in append-only books, one business and one outlet at a time.
Spot what matters
Watchers and fixed rules flag margin leaks, missing payouts, waste spikes and expiring stock.
Explain and draft
A specialist explains the finding with the rows behind it and drafts the fix, a source beside each number.
You decide
Approve or reject in one tap. The change runs under your name, with its audit entry, or not at all.
Munim Cares
Good food shouldn't end the day in the bin.
Munim spots surplus and near-expiry stock, drafts a donation listing for your approval, matches it to a food bank or NGO, and records the hand-over in your books.