Written by: JJ Tan, Founder, Jelly | Last updated: 22 June 2026
Key Takeaways for Restaurant Operators
- Manual invoice processing and stock counts waste hours each week and leave gross profit figures weeks out of date.
- Connecting your POS to automated inventory ensures every sale deducts ingredients in real time, which protects live margins.
- Jelly’s five-step workflow captures invoices, links POS data, maps recipes and delivers daily Flash Reports without spreadsheets.
- Accurate line-level handling of refunds, discounts and wastage keeps GP calculations reliable even on complex transactions.
- Operators using Jelly typically improve gross profit by 2+ percentage points within three months; see what that improvement could look like for your venues.
Why Real-Time POS-Linked Inventory Protects Your GP
Every time a dish is sold, its ingredient quantities should be deducted from stock automatically. Accurate automated stock deduction depends on proper recipe configuration, correct unit setup and regular physical stock verification. Once those foundations are in place, the system runs itself.
Real-time sales deduction protects live gross profit by removing the lag between what the kitchen sells and what the back office records. Without this connection, operators always react to last week's numbers instead of today's performance.
To achieve this real-time deduction, you need a POS integration that delivers transaction data the moment a sale completes. Jelly integrates natively with Square, EPOS Now, Lightspeed and Toast via real-time API. Each integration delivers item-level sales data as soon as a transaction closes. All four platforms work with Jelly through the same straightforward setup process. The result is a live, accurate picture of margin, without spreadsheets or manual reconciliation.
Explore Jelly's POS integrations in a quick walkthrough.
Five-Step Workflow from Invoice to Live Gross Profit
Step 1 — Capture and digitise every invoice. Send supplier invoices to a dedicated Jelly email address or photograph them directly in the app. Jelly scans every line item, including quantity, SKU, price and tax, and then populates your ingredient library automatically. You avoid manual data entry. This data feeds directly into Xero with a one-click push, which cuts bookkeeping time by 90%.
Step 2 — Connect your POS in under five minutes. Open Jelly, click Integrations, sign in to your POS, grant permissions and select which categories to sync, such as food or beverages. The only common friction point is lacking admin access to the POS account, and Jelly flags this upfront. The entire process takes approximately five minutes across all four supported systems.
Step 3 — Map POS items to recipes. Once connected, Jelly surfaces only items sold since the integration was activated, so you avoid legacy menu clutter. In the Kitchen section, build each dish recipe by clicking on ingredients already populated from scanned invoices. Jelly handles all unit conversions and maths instantly. Work that previously took 28 minutes per dish in a spreadsheet takes approximately three minutes in Jelly.
Step 4 — Trigger automatic stock deduction on every sale. From this point, every completed transaction triggers an automatic deduction of the mapped ingredient quantities from live stock. The Flash Report delivers a daily, weekly or monthly view of gross profit margin calculated from invoice costs and POS sales. No manual input is required.
Step 5 — Keep discounts, refunds and wastage accurate at line level. Jelly processes all discount and refund calculations at the individual line level, which keeps margin data accurate regardless of transaction complexity. Beyond transaction adjustments, wastage percentages are built into each recipe so theoretical usage accounts for trim loss and spoilage from the outset. This approach keeps your baseline stock deduction accurate even before discounts or refunds are applied.
Recipe Mapping That Keeps Stock and Sales in Sync
Accurate recipe mapping forms the foundation of reliable automated stock deduction. Industry best practice requires inventory items, recipes and a successful POS integration to be in place before mapping begins. In Jelly, this sequence sits inside the onboarding flow so teams follow it naturally.
The most common mapping issues come from vague POS item names. Menu items should be specific enough to support a standard recipe, rather than using overly broad labels that cannot be mapped accurately. A POS item called "Combo Platter" cannot be reliably linked to a multi-ingredient recipe. A specific label such as "Lamb Kofta Platter" can.
Operators with modifiers such as sizes, add-ons or substitutions benefit from clear structure. Use size pricing rather than modifiers to represent different portion sizes, so each size maps to its own recipe and ingredient quantities. In Jelly, because only items sold since integration are surfaced, the mapping list stays manageable and free of discontinued menu items.
Multi-site operators often sell the same dish under different names. Linking multiple POS items to the same recipe supports accurate mapping when the same dish appears under different names across locations. Jelly's Sales Mix report then shows performance across all sites from a single dashboard.
Handling Refunds, Discounts and Wastage Without Distorting GP
Refunds, voids and discounts are among the highest-risk areas for margin distortion in any restaurant operation. High-risk activities such as refunds, voids and discounts should be reviewed daily or weekly wherever possible, and repeated refunds from one employee or frequent discounts at one register are red flags that require regular review.
Jelly handles this risk at the individual transaction line level. When a refund or discount is applied through a connected POS, Jelly reverses or adjusts the corresponding ingredient deduction automatically. GP figures in the Flash Report then reflect actual net sales, not gross sales inflated by transactions that were later cancelled or discounted.
Wastage sits inside each recipe rather than in a separate spreadsheet. Each ingredient carries a configurable wastage percentage, so theoretical stock usage accounts for trim loss, spoilage and over-portioning from the outset. The Price Alert feature flags any ingredient price movement the moment a new invoice is scanned. Operators then have the data to renegotiate or substitute before margins erode further.
Talk with the Jelly team about refund, discount and wastage controls in your venues.
Real Operator Outcomes from Jelly Automation
Amber, a Mediterranean restaurant in East London run by Chef-Owner Murat Kilic, has used Jelly since 2020 and consistently saves £3,000–£4,000 per month. Before Jelly, volatile supplier pricing and manual invoice work eroded margins with no early-warning system. After implementing invoice automation, Price Alerts and real-time recipe costing, the team could react to price swings within the same week they occurred. Those monthly savings represent a substantial return on a relatively small software investment.
"Jelly keeps my business alive." — Murat Kilic, Chef-Owner, Amber
Sushi Revolution in South London reduced monthly stocktake time from 2–3 hours to 5–20 minutes and lifted gross profit by 2–3 percentage points by using Jelly to set separate GP targets for dine-in and delivery menus, accounting for 30% delivery commissions.
Across Jelly's customer base, operators consistently see GP improvements of 2 percentage points or more within the first three months. One operator moved from 65% to 72% gross profit within 12 weeks on approximately £500,000 in revenue.
Frequently Asked Questions
How long does it take to connect a POS system to Jelly?
Connecting any of Jelly's four supported POS systems takes approximately five minutes. The setup process is covered in detail in Step 2 above. The only prerequisite is having admin access to the POS account, and Jelly flags this requirement upfront so there are no surprises mid-setup.
What happens to my inventory data when a refund or discount is processed through the POS?
Jelly processes refunds and discounts at the individual transaction line level. When a refund or discount is applied through a connected POS, the corresponding ingredient deduction is automatically reversed or adjusted in Jelly. Your Flash Report and live GP figures then reflect net sales activity, not inflated gross figures that include cancelled or discounted transactions.
Do I need to re-enter my existing recipes and menu items when I connect my POS?
No. Once the POS integration is active, Jelly surfaces only items sold since the connection was made, so there is no need to map an entire legacy menu. Ingredients are populated automatically from scanned invoices, and recipes are built in the Kitchen section by clicking on those ingredients. Jelly handles all unit conversions automatically. Operators typically complete initial recipe mapping within the first week of onboarding.
How does Jelly calculate gross profit if ingredient prices change mid-month?
Jelly scans every line item of every incoming invoice, so ingredient costs update in real time as new invoices arrive. Recipe costs and dish-level GP margins recalculate automatically whenever an ingredient price changes. A red margin indicator appears on any dish whose GP has dropped below target, and a green indicator appears when margins improve. Operators always see current profitability, not last month's figures.
Start Automating Your Inventory Today
Manual invoice reconciliation, delayed GP reports and spreadsheet-based stock counts create a structural drag on profitability. Connecting your POS to automated inventory via Jelly removes that drag and delivers live COGS visibility, accurate dish-level margins and daily Flash Reports after a few minutes of initial setup.
Jelly is £129 per location per month at a flat rate. There are no per-user fees and no long onboarding. Most operators see meaningful results within the first quarter.
See how Jelly connects to your POS and automates your inventory from day one.