Every format a vendor can invent
Invoices arrive as PDFs, scans, phone photos, or just the body of an email, into one shared inbox. Each one is keyed in by hand. A misread digit becomes a payment problem three weeks later.
Industries / Accounting
The invoice is not the work. The keying is.
Accounts payable is not slow because the invoices are hard. It is slow because every invoice — PDF, scan, photo, email — is keyed by hand, matched to a purchase order by hand, chased for approval by email, and checked for duplicates only in the audit. OrgWorkspace runs accounts payable as one governed queue that captures, matches, codes and checks every invoice.
8–10 days to 1–2
Per 500-invoice batch
95% accuracy
Data extraction
80% less
Fraud risk
WorkspaceAP batch · Wk 32
- Capture invoice dataAI
- Run the three-way matchCode
- Code to the GL accountAI
- Flag duplicates & fraudCode
- Route the exceptionsCode
- Post to the ledgerCode
1 system · 1 decisionEvery step timestamped
01 The reality today
Four hundred invoices a week, all keyed by hand.
AP cycle time is not an AP-team performance problem — it is structural. Invoices arrive in every format into a shared inbox, then get keyed, matched, coded, chased and checked entirely by hand. The team is capable; the process is manual end to end.
Matched to a PO that may not exist
Every invoice must be tied to a purchase order and a goods receipt. Half the time the PO number is wrong, missing, or sitting on another system entirely.
The duplicate found in the audit
The same invoice, a slightly different reference, paid twice — caught in an audit, not before. Fraud checks happen only when something already looks wrong, and blacklisted vendors slip through.
Approvals that vanish into email
Invoices go out for sign-off by email and disappear. The AP lead re-sends, re-asks and escalates by hand. The vendor calls before the approver replies.
The control implication. When entries can be changed without a trace and duplicates surface only at audit, AP is not just slow — it is a control gap. Unauthorised changes go undetected, and the audit file is rebuilt by hand.
02 A day in the life
Same inbox. Watch it clear.
Priya's accounts-payable week, before OrgWorkspace and after. Press solve, and watch four hundred hand-keyed invoices become one governed queue.
Priya N.Accounts Payable LeadAP cycle · Week 32Always behind→Same day
1
Capture · Step 1 of 6
Before
PDF, scan, photo, body of an email
Invoices arrive however the vendor sends them. Priya's team keys each one in by hand. A misread digit becomes a payment problem three weeks later.
After
Any format in. Clean data out.
Workspace reads every invoice, PDF, scan, photo or email, and extracts the line items, tax and totals. Priya's team stops keying.
03 The architecture
Two kinds of agent. One durable workflow.
Most "AI accounting" tools hand everything to a language model and inherit drift, unpredictable cost, and no audit trail. OrgWorkspace splits the work between two kinds of agent: one for the routine, one for the judgment.
Deterministic agents
The routine, handled in code.
Three-way match rules, account and cost-center coding from vendor history, duplicate detection, approval routing and ERP posting. Same input, same output, every invoice. No drift, no token cost, fully unit-testable.
- Three-way match run on rules, not a prompt
- Invoices coded the way last quarter was coded
- Duplicate detection on every invoice, before the payment run
- Posted to the ERP without a single field re-keyed
Probabilistic agents
Judgment, applied where it counts.
Reading an invoice in whatever format it arrives, extracting line items, tax and totals, interpreting a messy vendor document, flagging an anomaly that does not fit the vendor's history. AI is used only where judgment is genuinely needed.
- Any format read — PDF, scan, photo, email body
- Line items, tax and totals extracted, never typed
- Vendor anomalies flagged with a rationale on record
- Judgment applied only where an invoice genuinely needs it
The durable workflow is the difference.
Accounts payable is one long-running workflow. It waits days for an approver without dropping the invoice, survives server restarts and deploys, and resumes at the exact step it paused on. Most "AI accounting" tools are scripts that break the moment a step waits or fails. Durable orchestration is not a feature. It is the foundation. Code handles the routine. AI runs where judgment is needed.
04 In the workflow
Where the week comes back.
Three workflows that account for the majority of AP cycle-time loss. Each one runs deterministic and probabilistic agents in sequence, on a durable substrate that does not quit when a step waits.
Invoice capture, without the keying
Before
Invoices arrive in every format into a shared inbox. The team keys each one in by hand. A misread digit becomes a payment problem three weeks later.
After
Workspace reads every invoice — PDF, scan, photo or email body — and extracts the line items, tax and totals. The team stops keying and starts reviewing.
Three-way match and coding
Before
Each invoice is matched to a purchase order and a goods receipt by hand. Coding it to the right account and cost center means knowing the context; new staff guess, and guesses get corrected at month-end.
After
Workspace matches each invoice to its PO and goods receipt automatically, and codes it the way prior periods were coded. It surfaces only the invoices that genuinely do not reconcile.
Duplicate and fraud checks before payment
Before
Duplicates and blacklisted vendors are caught in the audit, not before. Fraud checks happen only when something already looks wrong — and a duplicate with a slightly different reference is paid twice.
After
Workspace checks every invoice against prior payments, blacklisted vendors and vendor patterns. A duplicate or an anomaly is flagged before the payment run, not after the audit.
05 Audit and compliance
The audit file builds itself.
For most finance leaders, AI in accounts payable is a control risk. Here it is the reverse. Every invoice, match, code, approval and payment is timestamped and replayable months later. The audit file is not assembled at year-end. It is produced by the queue itself.
Agentic AI in accounts payable without durable, auditable orchestration is operationally dangerous. OrgWorkspace is the orchestration.
Full invoice replay
Every invoice's path — capture, match, code, approval, payment — reconstructed in order on demand. Not a scramble through a shared inbox and spreadsheet versions.
Two-tier review, enforced
Junior accountants review, senior accountants approve. The separation is enforced by the workflow and on the record — no one posts and approves the same invoice.
No silent changes
Every edit to an entry is captured and attributed. Unauthorised changes to a posted invoice cannot happen undetected.
Duplicate and vendor controls
Every invoice is checked against prior payments, blacklisted vendors and vendor patterns before the payment run, with the reasoning preserved for audit.
06 Proof
From chaos to clarity.
A fifty-three-year-old manufacturing conglomerate operating across Africa — thirty-five plants spanning iron and steel, power, logistics, agriculture and renewable energy. Thousands of invoices a day. Accountants drowning in verification, data entry and journal creation. Mis-entries and duplicates distorting the books, blacklisted vendors slipping through, unauthorised edits going undetected.
OrgWorkspace took accounts payable end to end. Invoices uploaded in bulk; GL numbers, item codes and vendor details extracted; journal entries drafted against the accounting manual; junior accountants review and senior accountants approve; everything posts straight to the ERP. Duplicates and blacklisted vendors are flagged before payment — not after the audit.
70%
8–10 days down to 1–2
Invoice processing time
95%
GL codes, items and vendors
Data-extraction accuracy
80%
flagged before the payment run
Drop in fraud risk
Results from the OrgWorkspace accounting case study — a global manufacturing conglomerate. Approvals 70% faster; 100% posted to the ERP.
Thousands of invoices a day — and not one of them keyed, chased, or checked by hand.
Start the conversation
Bring us your messiest invoice pile.
A 30-minute discovery call. Bring your highest-volume vendor, your worst invoice formats, or the approval bottleneck your team dreads most. We will walk through exactly how OrgWorkspace runs it. A scoped pilot, benchmarked in under 30 days.