Franchise & Multi-location
Stop reconciling supplier documents location by location.

SunnyExtract centralizes document intake from every location, classifies each document, cross-checks delivery notes against supplier invoices, and surfaces exceptions — so your team handles decisions, not data entry.

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The document chaos that comes with operating at scale

Franchise and multi-location operations generate a constant stream of supplier documents from every site — each with its own suppliers, formats and purchasing patterns. Managing that volume manually means your back office is always behind, and no one has a reliable central view.

Dozens of locations each produce their own supplier invoices and delivery notes, with no consistent format and no single intake point

Reconciling quantities and prices across delivery notes and invoices at each location is done manually, location by location

Documents arrive as PDFs, photos and scans with inconsistent naming, making classification and routing entirely dependent on human effort

There is no central view of what has been received, validated or flagged across the network until someone consolidates it by hand

Exceptions and discrepancies pile up when no one at the center has visibility — month-end closings become bottlenecks

People with operational expertise are spending hours sorting and re-keying documents instead of managing supplier relationships and store performance

SunnyExtract is not an OCR.
OCR reads characters off a page. SunnyExtract uses text recognition as one input, then validates, classifies and cross-checks the operational data that actually matters. Our value is the operational intelligence on top: classifying each document to the correct location, supplier and document type across your entire network; validating that extracted data is coherent regardless of which site produced it; cross-checking delivery notes against local supplier invoices across every location so quantities and prices agree before anything enters your systems; detecting the exceptions that need a human decision; and delivering clean, structured, system-ready data through a structured export layer. The result is a cleaner back office: the backlog gets resolved, not accumulated.
What SunnyExtract does for Franchise & Multi-location Operators

Five layers of operational intelligence that work together to take documents in and deliver clean, verified data out.

Document classification

Every incoming document is identified by type and automatically assigned to the correct location, supplier and operational category — regardless of format or origin. No manual sorting across dozens of sites.

Data validation

Extracted fields are checked for completeness and consistency — totals, line items, supplier references, dates — before any record is centralized or reaches a downstream system.

Delivery note vs. local supplier invoice cross-check

SunnyExtract compares delivery notes against the corresponding local supplier invoices across every location: quantities, unit prices and totals must agree. Discrepancies are flagged as exceptions, not silently passed through.

Exception detection

Documents that cannot be classified with confidence, contain data inconsistencies or fail the cross-check are routed to a dedicated exception queue — so your central team reviews only what genuinely needs a decision.

Structured, system-ready exports

Verified data from every location is delivered as structured, system-ready exports — JSON, CSV or audit trail — formatted to match what your internal systems expect, without manual reformatting.

Documents we handle

The document types that arrive in Franchise & Multi-location operations and pass through the SunnyExtract pipeline.

Local supplier invoices
Delivery notes
Store-level purchase documents
Recurring operational documents
Hours of operational capacity returned across your entire network

The real cost of manual document processing in a multi-location operation is not just the time spent at each site — it is the cumulative load that consumes your central team before any decision is made. SunnyExtract removes that load.

Your central team stops consolidating and re-keying documents from every location into internal systems

Discrepancies between delivery notes and local supplier invoices are caught automatically across all locations, before they become payment or closing problems

The document backlog does not grow — exceptions are surfaced immediately and resolved, not deferred to month-end

Clean, validated data from every site reaches downstream systems through a structured export layer in the format they expect

People with operational expertise spend their time on supplier negotiations, store performance and network decisions — not on PDFs

Request a private workflow review

Tell us how your document workflow works today. We review every request manually and prepare demos around real operational needs.

Name
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Company
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Work email
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Role
Industry Monthly document volume
Document types
Invoices
Receipts
Delivery notes
Quotes
Bills of Lading
Packing lists
Payslips
Forms
Other
Input channels
Web UI
Email
API
Webhook
ZIP upload
Current system
Desired output
Biggest bottleneck today

A few questions to help us understand the fit

How urgent is this? Hours your team spends on this per week Technical capability What are you looking for?
What happens when this workflow is delayed or wrong?
Anything else about your workflow