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Cash Ops · 6 of 55 led with this

The most manual work
in the building.

Documents arrive, a person reads them, codes them, and types them into the accounting system. Then someone else rebuilds the same numbers into a report. Operators described this in hours per year, not minutes per document.

“AP and AR is thousands of hours a year.”

CEO · industrial manufacturer
app.allometry · Cash Ops Invoice INV-88214 captured from email · 4 lines · coded from history AWAITING APPROVAL DESCRIPTION PROPOSED CODING CONF. Hot-rolled coil, 48in 5010 · Materials 98% Freight-in surcharge 5240 · Inbound freight 96% Fuel adjustment 5240 · Inbound freight 74% DUPLICATE CAUGHT · before routing Same vendor, amount and date as INV-88198 Invoice total $14,820 Keyed by hand 0 fields
An invoice captured and coded — and a duplicate stopped before it moved.
01 · How it works

Four steps. The decision stays yours.

01
Capture
Invoices and POs from email, scan or upload, turned into structured lines with confidence scores.
02
Code
GL and job coding proposed from how you have coded the same thing before. It learns from every correction.
03
Approve
Routed by your policy, with an exception queue — and duplicate detection that runs before anything moves.
04
Report
The recurring pack assembled from source data rather than re-keyed from four systems.
02 · What it does

Built from what operators actually described.

Duplicates caught before payment

A duplicate payment is the one error that destroys trust immediately, so detection runs before routing rather than as a month-end reconciliation.

Coding that learns

Every correction improves the next proposal. Accuracy is measured per account, and auto-routing is only offered once it clears a threshold you set.

Per-customer invoice formats

Operators named this as the cumbersome part of AR — every customer wants their own format. That becomes a profile rather than a manual rebuild.

Nothing posts without approval

Read, propose, approve. Cash Ops delivers value before any write-back exists, and never posts to your accounting system unattended.

03 · What happens to one invoice

Read, coded, matched — and stopped for you.

Three to five a day, keyed by hand, is the number one operator gave us. Here is the same invoice through the module — and the point is the last step, not the first three.

ARRIVES PDF in an inbox no template no schema supplier #41 READ & CODED vendormatched GL code5210 net6,410.00 duplicate?no from your own history MATCHED TO PO PO-22146,050.00 invoice6,410.00 variance+360.00 tolerance±2% = 121.00 HELD FOR YOU Not posted. $360 over PO, 3× tolerance. Freight surcharge, per the line note. Approve Query supplier The first three steps are the part every AP tool sells. The fourth is the reason operators told us they would not buy one: nothing posts to your accounting system unattended. An invoice inside tolerance is queued for batch approval; this one is not, so it waits — and the wait is recorded as an Event either way.
Automating the reading is easy. Refusing to post without you is the part that took a design decision.
04 · The outcome

What it changes

One operator told us their AP automation had already freed two people for other work — and that became their internal proof point for everything else. This is usually the fastest visible win.

Document entrycaptured and coded
Duplicate approvalszero, by design
Outbound invoicesper-customer format
Recurring reportsbuilt from source
Agentic execution, human authority. The agent does the work and attaches a number; you keep the decision. Every consequential write is gated on your approval, and no recommendation that breaches a floor you set is ever shown as an option — it escalates instead. How the substrate works →
05 · What it costs

$2,000 a month. Connect included.

Cash Ops is $2,000 a month, billed annually — $24,000 a year. Monthly billing is available at +15%. Connect, the layer that reads your system of record, ships with it at no extra cost. Most operators run one or two modules; past that, Closed Loop prices the whole operation by revenue and installed addresses instead, from $2,500 a month — and adds the unit ledger no single module can produce alone.

$2,000per month, billed annually · Connect included
06 · Alongside

The other modules.

Start with a number, not a demo.

A free Margin Scan reads your data and tells you what your pricing is leaking. No implementation, no commitment.