Case Study · Document-to-Finance Automation
How DocPro and FinSuite connect document understanding, validation, matching, approvals and enterprise-system workflows into one connected finance process.
Case study 01 · The challenge
A supplier invoice passes through several hands and three systems before anyone can say whether it should be paid. Most of those hands type. One or two decide. Document to finance automation keeps the deciding and removes the typing, and this case study follows the whole chain, from the PDF to the payment status.
Today
Has this been approved?
A supplier calls about an invoice from six weeks ago. The clerk finds the PDF in a shared mailbox, the approval in a screenshot and the posting nowhere, because it has not been made yet.
Today
The GRN says 180, the invoice says 200
Stores booked a short delivery and recorded it. The invoice bills the full order. Nobody puts the two side by side until the supplier's statement arrives with a balance on it.
Today
The accrual is an estimate
At close, invoices that have arrived but not been posted sit in inboxes and desk trays. Finance accrues a round number for them and corrects it the following month.
Underneath
Three systems, one moving part
The purchase order is in the ERP, the goods receipt is in a stores register and the invoice is in an inbox. The invoice is the only one that moves between them, and it moves by hand.
Underneath
The checks live in people's heads
Whether a supplier is still active, whether its bank account changed last month, whether the GST rate fits the HSN: an experienced clerk knows. The workflow does not, so the check depends on who is at their desk.
Underneath
The trail is an email thread
When an auditor asks who approved an invoice and on what basis, the answer is a forwarded email with the word ok in it. The amount band and the reason were never written down.
The PTAS AI approach
DocPro understands documents. FinSuite executes finance workflows. The invoice becomes a record in the first, is tested and routed in the second, and reaches the ERP only after every check has run.
DocPro classifies the document, then its Invoice Agent reads it into typed fields: supplier and GSTIN, number and date, PO reference, every line with its HSN, quantity, rate and tax, and the totals. Each field carries a confidence score.
One PDF becomes one record, scored
FinSuite runs your rules on that record: the vendor against your master and its bank details against what you hold, the invoice against everything already received, the lines against the PO and the GRN within your tolerances, the tax type against the place of supply, the amount against your approval bands. Where a rule cannot settle it, the item is marked for a person with the reason stated.
Rules run before anyone reads it
A clean invoice is routed to the approver your policy names, posted into the ERP with the document and its evidence attached, and scheduled for payment on the supplier's terms. Nothing is re-keyed between DocPro, FinSuite and the ERP.
Approved, posted, scheduled
The ERP document number comes back to the record and payment status comes back from the bank file. Every decision on the way, automated or human, sits on the audit trail with what it was based on.
One record, from PDF to payment status
The figure is the same idea seen from the invoice's side: five narrow agents, each adding what it established before passing the record on. The references and amounts in it are illustrative.
One invoice, five agents, no handover meeting · Illustrative example
Narrow jobs are deliberate. An agent that does one thing can be tested, measured and replaced; one that does everything cannot.
One record, passed along
Each agent adds what it established and hands the invoice on. Nothing is entered twice.
The products divide the work
DocPro owns the reading. FinSuite owns the rules, the routing, the posting and the trail.
Clean invoices need nobody
An invoice that passes every check goes through all five agents without a person opening it.
The workflow
This is invoice to payment automation in full. The steps named DocPro and FinSuite are the products. Everything between them is a check, a rule or a person, and every step writes to the same record.
Invoice
DocPro
AI understanding
Confidence
Validation
PO / GRN / invoice match
Business rules
Human review
Approval
FinSuite
ERP
Verified outcome
DocPro understands → FinSuite executes → Your ERP completes
How the two products divide the workStep by step
Read down the right-hand column and the division is plain. DocPro owns the reading. FinSuite owns everything from validation to the trail. Your people own the decisions a rule could not make, and nothing else.
Human review and approval
Review is a control, not a failure state. A person is asked about a field DocPro could not read with confidence, a match outside tolerance or an invoice that crossed an approval band. Everything else passes without them.
Invoice ₹ 2,70,220 — the route it took · Illustrative example
Nobody shared a login and nobody chased by email. The delegation, the timestamp and the reason are all on the entry.
An approver in this chain does not read invoices. They answer the question a rule could not: whether a variance is acceptable, whether a new bank account is genuine, whether an invoice with no PO belongs to their cost centre. The question arrives with the evidence, delegation covers the days they are away, and escalation covers the days they are slow. In the figure, the cover approver, the time and the reason are all on the entry, which is what an auditor asks for six months later. How to design review so that it shrinks over time is the subject of the human-in-the-loop guide.
Products used
DocPro can run on its own, which is case study 02. FinSuite can take structured invoices from another source. Together, nothing is re-keyed between understanding and posting, and the audit trail runs unbroken from the PDF to the payment.
Agentic Document Intelligence
Invoice→Classify→Read→Score→Hand over
DocPro owns the first four steps of the chain. It logs the invoice, classifies it, reads it into typed fields and scores each one, then hands a structured record to FinSuite.
AI Finance Operations
Validate→Match→Approve→Post→Audit
FinSuite owns the chain from validation to the audit trail. It runs your rules, holds the review queue, routes the approval, posts the entry and reads payment status back.
FinSuite posts to the ERP through one of four methods: native integration, API integration, file or flat-file integration, or custom integration. SAP, Oracle, Microsoft Dynamics, NetSuite, Tally and Zoho Books are planning examples; which method applies to your instance, and the scope of field mapping, is confirmed during assessment rather than assumed.
How postings and status flowControls
Paying faster is only safe if the checks moved earlier. In this workflow the controls are steps in the chain rather than a review after the fact, and each one leaves a record. The FinSuite security page has the detail.
Thresholds you set
The confidence threshold per field, the match tolerance and the approval bands are yours. A change to any of them is a recorded change, with who made it and when.
Segregation of duties
The person who corrects a field cannot approve the invoice, and the approver cannot release the payment. The workflow enforces the roles; it does not assume them.
A complete audit trail
What was read, which rules ran, who decided what, what posted and the document itself, kept per invoice and exportable for internal and statutory audit.
Deployment and access
Role-based access, encryption and audit trails, with ISO/IEC 27001-aligned security practices. Private deployment options, and on-premise or air-gapped deployment, where supported.
Where it applies
The documents change by sector. The chain does not. Anywhere a purchase order, a receipt and a supplier invoice have to agree before money leaves, this is the workflow.
Manufacturing
PO-backed invoices matched to receipts across plants.
ExploreRetail
Vendor invoices at volume, in many layouts, on tight terms.
ExploreE-commerce
Vendor and service invoices beside marketplace settlements.
ExploreBanking & Financial Services
The institution's own vendor payables, under audit.
ExploreHealthcare
Supplier invoices for consumables and equipment; administrative documents only.
ExploreLogistics
Carrier bills rated against lane rates before approval.
ExploreSupply Chain
Order, receipt and invoice reconciled per shipment.
ExploreTechnology
Subscriptions and contractor invoices with no PO, coded by rule.
ExploreNext step
A clean sample proves little. Last month's queue as it actually arrived, with the scans, the duplicates and the invoices nobody raised a PO for, is the test worth running.
Assess your finance workflow
A short assessment of how invoices move through your team today, scored, with the first workflow we would suggest.
Test one invoice in DocPro
Upload a real supplier invoice and see the fields it returns, each with a confidence score.
See DocPro + FinSuite in action
A working session on your documents, your approval design and your ERP, with the two products running together.
Going live is typically four to twelve weeks for a single workflow; an indicative range that varies with document variety, systems, approval design and deployment. Expect the early weeks to go on your documents and your approval design as they are today rather than as the policy describes them. The workflow on this page is representative; it is not presented as a customer deployment or an independently measured result.
Keep reading
DocPro + FinSuite
The combined product page: what each layer owns, and the full chain.
Read more →Accounts Payable Automation
The solution this case study runs, as a workflow you can evaluate.
Read more →Case study 02: Intelligent Document Processing
DocPro on its own: documents into trusted structured data.
Read more →Case study 03: Finance Reconciliation Automation
Statements, transactions and exceptions, matched and routed.
Read more →Next step
Tell us how a supplier invoice moves through your team today, from the inbox to the payment run. We will point to which of the twelve steps to start with, and which to leave with a person.
