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Invoices, receipts, application forms, contracts and emailed PDFs all arrive with the same problem: someone has to read them, pick out the details that matter and type them into another system. We build document processing that uses AI and clear rules to read each document, extract the key fields, check them and send them to your accounting system, CRM or database, with a person reviewing anything that does not look right.

Overview

Read it once. check it. file it in the right place.

A supplier invoice should become a draft bill in your accounting system. A completed application form should become a record in your CRM. A signed contract should have its key dates, parties and terms pulled out and stored where your team can find them. We build systems that do this reading and filing for you.

AI handles the parts that need understanding, such as finding the total on an invoice that uses an unusual layout, or working out what kind of document has just arrived. Rules handle the parts that must always be right, such as checking that line items add up, that a supplier already exists or that a required field is filled in. Anything that fails a check goes to a person to confirm, so your records stay accurate.

Why it matters

Why document processing matters

Most businesses still move a large part of their information by hand, from a document into a system.

Each document only takes a few minutes to read and type up, but the work never stops, it piles up at busy times and it depends on someone noticing every detail. A mistyped amount, a missed renewal date or a form filed in the wrong place tends to surface later as a payment problem, an unhappy customer or a report nobody trusts.

  • Invoices and receipts are typed in by hand
  • Forms arrive by email and sit in an inbox
  • Key details are buried in long PDFs
  • Typing errors reach the accounts
  • Paperwork backs up at busy times
  • Contract dates and terms are hard to track
  • Nobody can see what has been processed
  • Skilled staff spend their day on data entry
What we do

What we do

Socialist Fox builds document processing around the paperwork your team already handles and the systems it needs to end up in.

Invoice and Receipt Processing

Read supplier invoices and expense receipts, extract the supplier, dates, amounts, tax and line items, and prepare them for your accounting system.

Form and Application Capture

Turn completed forms and applications, whether typed, scanned or photographed, into structured records in your CRM or database.

Contract Data Extraction

Pull out parties, dates, renewal terms, notice periods and other key clauses so they can be tracked instead of forgotten in a folder.

Email and Attachment Handling

Watch a shared inbox, pick up the documents that arrive, work out what each one is and send it down the right path.

Document Classification

Sort incoming documents by type, customer, supplier or urgency so each one reaches the right person or process.

Summaries of Long Documents

Produce short, plain summaries of long reports, contracts or case files so your team can see what matters before reading the full text.

Validation and Checks

Apply your business rules to every extracted value, such as totals adding up, required fields being present and records matching what is already in your system.

Human Review for Exceptions

Give your team a simple review screen showing the document beside the extracted details, so they can confirm or correct anything flagged.

How it helps

How document processing helps your business

Good document processing takes the typing away while keeping a person in charge of the decisions that matter.

Less Manual Data Entry

Your team stops retyping details from documents and starts checking the few that need attention.

More Accurate Records

Every extracted value is checked against your rules before it reaches your systems, so fewer mistakes slip through.

Faster Turnaround

Invoices, applications and requests move on as soon as they arrive instead of waiting in a pile.

Handles Busy Periods

When the volume of paperwork rises, the system keeps up without you needing extra hands for data entry.

A Clear Audit Trail

You can see which document each record came from, what was extracted and who approved any changes.

Better Information for Reporting

Details that used to sit inside PDFs become structured data you can search, filter and report on.

Time Back for Skilled Work

Finance, operations and admin staff spend more of their week on work that needs their judgement.

Before Document Processing

  • Every document read and typed by hand
  • Errors found later, if at all
  • Paperwork piles up at busy times
  • Details locked inside PDFs
  • No record of who changed what

After Document Processing

  • Details extracted automatically
  • Values checked before they are saved
  • Documents handled as they arrive
  • Searchable, structured data
  • A clear trail from document to record
Problems we solve

Common problems we solve

If someone on your team spends a large part of the day reading documents and typing what they find, there is very likely a better way.

  • Supplier invoices are keyed into the accounting system by hand
  • Expense receipts are collected and typed up at month end
  • Application forms are copied into the CRM one field at a time
  • Documents arrive in many different layouts and formats
  • Scanned or photographed paperwork is hard to search
  • Contract renewal dates are missed
  • Long documents have to be read in full to find one detail
  • The shared inbox is full of attachments nobody has filed
  • Mistakes in amounts or reference numbers cause payment problems
  • There is no easy way to see what has been processed and what has not
  • A previous automation attempt saved data that nobody checked
How we work

Our document processing process

We start with your real documents and your real systems, not a generic demo.

  1. 01

    Review Your Documents

    We look at a sample of the documents your team handles, how they arrive, how much they vary and where the details end up today.

  2. 02

    Agree What to Extract

    Together we decide which fields matter, what counts as correct and which checks a value must pass before it is saved.

  3. 03

    Design the Review Step

    We decide which documents can flow straight through, which need a person to confirm and who that person should be.

  4. 04

    Build and Connect

    We build the extraction, checks and review screen, and connect them to your accounting system, CRM, database or shared storage.

  5. 05

    Test With Real Paperwork

    We run real past documents through the system, compare the results with what your team entered and tighten the rules where needed.

  6. 06

    Launch and Improve

    After launch we watch the exceptions your team corrects and use them to improve the checks and extraction over time.

Why us

What makes Socialist Fox different

AI reading documents is not perfect, so we never pretend it is. We build every system so that uncertain results are checked by a person before they reach your records.

  • Built around your actual documents
  • AI for understanding, rules for checking
  • Human review for anything uncertain
  • Every record linked to its source document
  • Careful handling of personal data
  • Access limited to the people who need it
  • You own the data and the code
  • Running costs reviewed before we build
Examples

Example document workflows we can build

01

Supplier Invoices to Accounting

Read invoices from a shared inbox, match the supplier, check the totals and create draft bills for your finance team to approve.

02

Expense Receipts to Claims

Let staff upload photos of receipts, extract the merchant, date and amount, and prepare expense claims for approval.

03

Application Forms to CRM

Turn completed customer or client applications into CRM records, flagging missing information before anyone follows up.

04

Contracts to a Renewals Register

Extract parties, start dates, renewal dates and notice periods into a register that sends reminders before deadlines.

05

Inbox Sorting and Routing

Classify incoming emails and attachments as orders, queries, complaints or paperwork and send each one to the right team.

06

Report and Case File Summaries

Produce short summaries of long reports or case files, with links back to the relevant pages for anyone who needs the detail.

07

Order Forms to Your Database

Read purchase orders or order forms, check product codes and quantities against your records and create orders ready for fulfilment.

Features

Document processing features we can include

We include what your workflow needs and leave out what it does not.

  • Email inbox monitoring
  • File upload portals
  • Scanned document reading
  • Photo and mobile capture
  • Document classification
  • Field extraction
  • Line item extraction
  • Long document summaries
  • Business rule validation
  • Duplicate detection
  • Matching against existing records
  • Exception review screen
  • Approval steps
  • Accounting system connections
  • CRM and database updates
  • Document storage and linking
  • Activity logs
  • Role-based access
  • Alerts for failed processing
Third-party costs

Third-party costs we flag upfront

Some document processing relies on third-party services that charge based on use, such as AI models that read and summarise text and services that turn scanned pages into text. Before building, we estimate these running costs with you based on the kinds of documents you handle, and we look at simpler, lower-cost options wherever they do the job.

  • AI model usage
  • Document reading and OCR services
  • Email and inbox tools
  • File storage
  • Automation platforms
  • Accounting system plans
  • CRM platforms
  • External APIs
  • Hosting or database upgrades
Questions

Frequently asked questions

Something else on your mind? Ask us directly.

Most business paperwork that follows a recognisable pattern, including supplier invoices, receipts, purchase orders, application forms, contracts, letters and emailed PDFs. Typed, scanned and photographed documents can all be handled, although very poor scans or messy handwriting will usually need a person to check them.

It is good, but it is not perfect, and we never present it as if it were. That is why every system we build checks extracted values against your business rules, such as totals adding up or a supplier already existing, and sends anything uncertain to a person to confirm before it reaches your records.

Yes. Older template-based tools struggled when every supplier used a different layout. AI can find the right details across many layouts, and we test it with a sample of your real documents so we know where it works well and where a review step is needed.

In most cases, yes. Most accounting systems, CRMs and databases can receive data through an API, so extracted details can become draft bills, contact records or database entries. We review your systems early to confirm what is possible.

AI Solutions and Automation covers workflow automation in general, such as routing requests, drafting replies and connecting steps in a process. Document and Data Processing focuses specifically on reading documents, extracting and checking the details they contain and getting that data into the right system accurately.

Carefully. We limit access to the people who need it, choose services with suitable data protection terms, avoid keeping documents longer than necessary and agree with you how personal data is stored and processed. You own the data and the code we build.

Usually, yes. AI models and document reading services typically charge based on how much they are used. We estimate these costs with you before building, based on the documents you handle, and use simpler, lower-cost options where they do the job.