Written by: JJ Tan, Founder, Jelly | Last updated: 25 August 2026
Key Takeaways for UK Hospitality Teams
- OCR invoice scanning converts paper or PDF supplier invoices into structured, line-item digital data, removing manual re-entry and feeding directly into costing and accounting systems.
- Most generic tools only capture header-level data. Jelly extracts every line item (quantity, SKU, price, tax) within 24 hours, which enables real-time dish costing and margin protection.
- Jelly charges a flat £129 per month per location with no per-document or per-user fees and delivers an average 2-percentage-point GP improvement within the first three months.
- Staff can photograph invoices on a smartphone or forward supplier emails. Jelly handles thermal prints, crumpled notes and low-light photos with AI-powered extraction and flags low-confidence fields for quick review.
- Hospitality teams ready to automate invoice workflows and protect margins can book a Jelly demo and see live price alerts and dish costing in under a week.
Best OCR Invoice Scanning Options for UK Hospitality Operators
Most invoice scanning tools were built for accountants, not kitchens. Jelly focuses on hospitality operators who need line-item extraction that connects directly to dish costing and margin protection. The table below compares the tools most commonly evaluated by UK hospitality teams on the metrics that matter for GP control. All pricing and feature data is cited inline.
| Tool | Line-item extraction | Onboarding time | Hospitality-specific outcome |
|---|---|---|---|
| Dext | Supplier name, date, amount, VAT, category, not full line-item SKU extraction | Days (accounting-focused setup) | Coded transactions pushed to Xero/Sage, no dish costing or price alerts |
| AutoEntry | Header-level fields, charged per credit (one per standard document, two for line-item extraction) at roughly 15p–28p each depending on the monthly subscription plan | Days (accounting-focused setup) | Suits variable invoice volumes, no GP or recipe costing output |
| Hubdoc | Key data from photos, creates draft transactions in Xero only | Included with Xero plans from £16/month, immediate | No line-item extraction, no hospitality margin reporting |
| Pearl Scan | Bureau scanning service, structured output depends on document type | Weeks (outsourced bureau workflow) | Document digitisation only, no live costing or price alerts |
| Jelly | Every line item captured, including quantity, SKU, price and tax, via photo or email within 24 hours | Under one week, price alerts live in the same week | £3,000–£4,000 saved per month at Amber, 2–3% GP lift at Sushi Revolution, 2-point average GP improvement in first 3 months |
The critical distinction is depth of extraction. Header-only automation captures supplier name, invoice number and total for accounting but leaves food cost untouched, which allows supplier price drift to accumulate invisibly in individual line items. Jelly captures every row, which creates the foundation for real-time dish costing.
OCR Invoice Scanning Costs for UK Restaurants and Pubs
Pricing models differ widely across invoice scanning tools. AutoEntry charges per credit (one per standard document, two for line-item extraction) at roughly 15p–28p each depending on the monthly subscription plan, which creates unpredictable monthly costs for high-volume kitchens. Dext starts at around £24 per month (annual billing) for up to 250 items with 5 users.
Jelly charges a flat £129 per month per location, with no per-user fees, per-document charges or feature tiers. For a kitchen processing a typical volume of supplier invoices, this structure makes the ROI case clear.
Manual invoice processing can be expensive, while automated workflows reduce per-invoice costs significantly. A site processing 150 invoices per month at £10 average manual cost spends £1,500 per month on data entry alone. That figure excludes the margin erosion caused by delayed price visibility.
Amber restaurant saves £3,000–£4,000 per month using Jelly, representing approximately 68× return on investment. For operators at £500k+ revenue, the typical GP lift translates to tens of thousands of pounds annually, which dwarfs the £129 monthly platform cost.
Mobile Invoice Capture for Busy Kitchen Teams
Jelly’s mobile capture workflow fits the pace of a busy kitchen. A chef or manager photographs the invoice on a smartphone, uploads it to Jelly and the system parses every line item, including quantity, SKU, unit price and tax, without manual keying. Invoices sent directly from suppliers by email are processed automatically without any staff action.
Thermal prints, crumpled delivery notes and low-light photos are handled by AI-powered extraction. AI extraction degrades more gracefully than traditional OCR on low-quality inputs such as crumpled scans, phone photos and faint thermal prints because it can infer fields from context even when individual characters are unclear. Jelly flags low-confidence fields for quick human review instead of silently passing incorrect data into your costing system.
Connecting OCR Invoice Scanning with Xero and Sage
Jelly integrates directly with Xero through a one-click push. Once invoices are scanned and line items extracted, digitised invoices move into Xero automatically, which removes the manual bookkeeping step entirely. Customers report a 90% reduction in bookkeeping time after connecting Jelly to Xero.
Sage integration sits on Jelly’s near-term roadmap. Operators currently using Sage still gain full value from Jelly’s invoice scanning, price alerts and dish costing while the accounting integration is finalised.
When using multiple systems such as a point-of-sale tool and separate accounting software, MTD for VAT requires digital links so that data moves between them without manual re-entry or copy-paste, preserving the digital audit trail. Jelly’s Xero integration satisfies this requirement by maintaining an unbroken electronic transfer from invoice capture through to accounting records.
HMRC Making Tax Digital Compliance for Invoice Scanning
The key compliance requirements for invoice scanning are:
- Digital links: HMRC prohibits manual copy-pasting or re-keying of data between software programs. Acceptable digital links include API transfers, importing or exporting XML or CSV files and automated transfers.
- Record retention: UK VAT records must generally be preserved for a period not exceeding 6 years under the VAT Act 1994, with HMRC able to permit shorter periods. MTD requires digital record-keeping but does not alter this retention rule.
- Digital images: HMRC accepts digital images of paper records for VAT purposes provided the image is legible and the full digital audit trail from original receipt through to the VAT return remains intact without manual re-keying.
- Required data fields: Automated extraction for MTD compliance must capture supplier name, VAT number, invoice number, invoice date, net amount, VAT amount, VAT rate and gross total.
Jelly captures all required MTD fields at line-item level and pushes them to Xero via API, which maintains the unbroken digital audit trail HMRC requires. A spreadsheet alone does not satisfy MTD. It must be connected to HMRC-recognised bridging software that creates a digital link allowing figures to move to submission without manual re-entry.
From Scanned Invoices to Real-Time Dish Costing and GP Control
Jelly follows a five-step workflow from invoice capture to GP protection.
- Capture: Invoice arrives by email or mobile photo and Jelly extracts every line item within 24 hours.
- Price alert: Any ingredient price movement triggers an instant flag so chefs and managers see which supplier raised which price and by how much.
- Recipe update: When a supplier raises the price of an ingredient, every recipe using that ingredient reflects the new cost the same day through automated line-item extraction and matching.
- Supplier negotiation: Price alert data gives chefs hard evidence to challenge increases, request credit notes or switch suppliers, without guesswork.
- Flash report: Daily, weekly or monthly GP margin is calculated automatically from invoice costs and POS sales data and surfaced in Jelly’s Flash report without spreadsheet work.
The results are measurable. The Amber case study shows how these features translate into credits, better buying and tighter menu controls enabled by Jelly’s price alerts and real-time costing. Sushi Revolution uses Jelly to set separate target gross profits on dine-in and delivery menus, accounting for 30% delivery commissions, and achieves actual gross profits 2–3% higher on average.
Dish costing that previously took 28 minutes per menu item in a spreadsheet now takes 3 minutes in Jelly’s Kitchen section. Chefs build recipes by clicking on ingredients already populated from scanned invoices, while unit conversions and margin calculations run automatically.
Next Steps for Assessing Invoice Volume and Margin Leakage
Operators should begin with an honest audit of current processes. Count weekly invoices, estimate the hours spent processing them and identify the last time every dish on the menu was re-costed against current supplier prices. Nearly three-quarters of organisations do not yet have a fully automated AP system, while 27% rely exclusively on manual data entry. In a margin-thin industry facing volatile ingredient costs, that gap becomes expensive.
Jelly onboards in under a week. Price alerts go live within 24 hours of the first invoice. There are no per-user fees, no lengthy implementation projects and no spreadsheets.
Frequently Asked Questions
What is OCR invoice scanning and how does it work for restaurants?
OCR (Optical Character Recognition) invoice scanning converts paper or PDF supplier invoices into structured digital data. In a restaurant context, this means every line item on a delivery note or invoice, including ingredient name, quantity, unit price and VAT, is extracted automatically and fed into costing, inventory and accounting systems. Jelly uses AI-powered extraction that handles mobile photos, emailed PDFs and crumpled thermal prints, capturing data within 24 hours of receipt without manual keying by kitchen staff.
How long does it take to onboard an OCR invoice scanning platform in a UK restaurant or pub?
Most generic accounting tools take days to weeks to configure, and enterprise hospitality platforms can take months. Jelly is designed to generate value in the first week. Once suppliers send invoices to a dedicated Jelly email address or staff begin photographing invoices on their phones, price alerts and spending insights go live within 24 hours. POS integration takes approximately five minutes. Full dish costing is typically operational within the first week of use.
Will OCR invoice scanning help me negotiate better prices with suppliers?
OCR invoice scanning supports stronger supplier negotiations by surfacing price changes quickly. Jelly’s Price Alert feature flags every ingredient price movement, up or down, in the same week it appears on an invoice and identifies the specific supplier and exact amount of change. This gives chefs and operators concrete data to challenge increases, request credit notes and compare alternative suppliers. Without automated line-item extraction, price creep accumulates invisibly across dozens of SKUs from multiple suppliers, which leaves operators negotiating blind. Amber restaurant in East London consistently recovers the savings mentioned earlier through supplier negotiations and credit notes enabled by Jelly’s price alert data.
Is Jelly compliant with HMRC Making Tax Digital for VAT?
Jelly is fully aligned with HMRC Making Tax Digital requirements. The platform captures all MTD-required data fields at line-item level and pushes them to Xero via API, which maintains the unbroken digital audit trail HMRC requires. Digital images of paper invoices captured through Jelly satisfy HMRC’s requirements for source document retention, provided the full audit trail from capture to VAT return remains intact without manual re-entry. VAT records are stored for the six-year minimum retention period required under MTD rules.
How does Jelly differ from using Xero or Dext alone for invoice management?
Xero and Dext are accounting tools built to process invoices for bookkeeping and VAT purposes. They capture header-level data such as supplier name, total and VAT, which is sufficient for payment and reconciliation. Jelly captures every line item and connects that data to recipe costing, real-time dish margin calculations, price alerts and daily Flash reports. A price change on a single ingredient immediately updates the GP margin for every dish using it, and operators see the impact on profitability the same day rather than at month-end. Jelly also integrates directly with Xero, so the accounting output is preserved alongside the operational intelligence that generic tools cannot provide.