AI Outcome-as-a-ServiceNative startup

For controllers of physical-inventory businesses

Verified supplier bills. Fewer manual touches. Control stays with you.

We process invoice packets, compare available purchase-order and receiving records, hold discrepancies for review, and deliver QuickBooks draft bills for your approval.

Signal your interest

Interested in this service?

No payment initiation. No forced platform migration. Human review where the ledger needs judgment.

Illustrative transaction / seafood distributor01 / Received

Documents received

Source verified

Supplier invoice

INV-48122 · Atlantic Coast Seafood · 12 Mar

Purchase order

PO-9043 · issued 06 Mar

Receiving record

RC-2217 · received 11 Mar

Documents arrive by email or secure folder. Nothing is posted at intake.

The operating problem

The invoice is not the hard part. The handoff is.

Supplier invoices rarely arrive in a format that fits the ledger. Quantities, prices, units, receiving records, credits, freight, and duplicates create manual work and late surprises.

01

Supplier PDF

02

Inbox

03

AP rekeying

04

Receiving lookup

05

Variance chase

06

Approval

07

Ledger

Failure mode and operational consequence
Quantity or catch-weight mismatchOverbilling or delayed approval
Duplicate invoiceDuplicate-payment risk
Missing receiving recordInvoice held or manually investigated
Manual rekeyingStaff time consumed and entry errors introduced

Your pilot report uses your own invoice volume, documents, and approval rules, not industry averages.

Controlled workflow

Automate the repeatable work. Escalate the consequential work.

01

Secure intake

You forward approved supplier documents or drop them in a designated folder.

Evidence shown

Sender, timestamp, document type

Customer effort: low

02

Field extraction

Vendors, invoice numbers, dates, item codes, quantities, prices, taxes, freight, and totals are read into a structured record.

Evidence shown

Invoice number, vendor, item, quantity, price

Customer effort: none

03

Three-way matching

Invoices are compared with purchase orders and receiving records using your agreed tolerance rules.

Evidence shown

PO, receiving, invoice comparison

Customer effort: none

04

Exception review

Missing documents, suspected duplicates, low-confidence fields, and variances go to a human review queue with a named owner.

Evidence shown

Reason, variance, owner, deadline

Customer effort: review

05

Draft-bill output

A verified draft bill is created in QuickBooks for your approval. Payment stays under your control.

Evidence shown

Accounting ID, approval state, audit link

Customer effort: approval

Exception ledger: illustrative

The safest transaction is the one that knows when to stop.

Review required · quantity variance

Invoice says 500 lb. Receiving record says 460 lb. The transaction is held, the evidence is shown, and it is routed for review.

Supplier
Atlantic Coast Seafood
Invoice number
INV-48122
Date received
12 Mar
PO number
PO-9043
Receiving reference
RC-2217
Variance category
Quantity / catch weight
Amount at risk
$336.00
Owner
AP reviewer
Response target
2 hours

Evidence trail

  1. Source document

    Supplier invoice PDF received 12 Mar, 08:42

  2. Extraction

    Quantity field read at high confidence

  3. Match

    PO quantity 500 lb; receiving quantity 460 lb

  4. Rule applied

    Quantity tolerance 2%, exceeded at 8.0%

  5. Action

    Held. No posting, no payment initiated.

Illustrative example. Values are not from a customer transaction.

The 14-day verified AP pilot

Start with a 14-day operating test, not a platform migration.

IncludedNot included
Up to an agreed number of invoice packetsPayment initiation
Supplier invoice, PO, and receiving-document reviewFull ERP migration
Exception and duplicate reviewUnlimited custom workflow development
QuickBooks draft-bill output where supportedUnbounded bookkeeping services
Pilot results reportPerfection or undefined accuracy guarantees

Pilot scope and price are confirmed after a workflow-fit review, because document complexity and human-review requirements materially affect delivery.

Pilot intake tracker · this 7-day window

2 of 5 open

3 pilot slots committed, 2 open for bookings made in the next 7 days.

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Days

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Hours

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Minutes

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Seconds

Book a meeting

Booking confirms instantly and adds the 15-minute review to your Google Calendar.

Contract boundary

  • One entity
  • One QuickBooks workflow
  • Up to an agreed invoice-packet volume
  • Defined suppliers and document types
  • Customer approval remains required
  • Payment initiation excluded
  • Results report delivered at the end

We onboard a small number of new operations each month so implementation and exception review receive direct human attention.

Pilot scorecard: metric definitions

We publish definitions now, and your numbers after the pilot.

Design-partner pilot: we are working with a small number of physical-inventory businesses to measure manual touches, exception rates, duplicate detection, and time to approved draft bill. No customer results are published without permission, sample size, and period.

Low-touch processing rate

Share of packets requiring no manual correction beyond approval

Example metric definition

Exception rate

Share held for mismatch, missing data, duplicate, or low confidence

Example metric definition

Exception turnaround

Time from hold to reviewer disposition

Example metric definition

Draft-bill turnaround

Time from source receipt to approval-ready output

Example metric definition

Duplicate invoices held

Suspected duplicates stopped before approval

Example metric definition

Customer approval time

Time from draft-ready to customer decision

Example metric definition

Controls and accountability

Your ledger remains yours.

Automation where confidence is high. Human review where the ledger needs judgment.

  • No transaction is posted when required documents are missing.
  • Variances are measured against agreed customer tolerances.
  • Suspected duplicates are held rather than silently passed through.
  • Customer approval remains required before posting or payment.
  • Every transaction retains an audit trail of source documents, extracted fields, matching results, and reviewer actions.
  • Customer documents are not used for model training without written permission.
  • Access, retention, and deletion policies are defined during onboarding.

We claim encryption, access control, retention, and compliance certifications only after they are implemented and verified.

Who it is for

For US food, beverage, seafood, produce, and physical-product businesses with a lean accounting team.

Qualification signals

  • QuickBooks Online is already part of the workflow.
  • Supplier invoices arrive by email, scan, PDF, or image.
  • Purchase orders or receiving records exist for a meaningful subset of purchases.
  • Manual entry or reconciliation creates a recurring backlog.
  • You can define approval and variance rules.

Not a fit yet

This pilot is not designed for businesses that need payment execution, a full ERP replacement, or bespoke accounting across many unrelated entities.

Questions finance buyers ask

Answers before the first call.

Will you post bills or pay vendors automatically?Open

No. The initial pilot creates controlled draft output. Customer approval remains required before posting or payment.

What happens when the invoice does not match the receiving record?Open

The transaction is held with the mismatch and supporting documents visible for human review.

Do we need to replace QuickBooks?Open

No. The service is designed to work with the existing workflow where the supported integration and permissions are available.

How do you handle unfamiliar supplier formats?Open

The service classifies the document, uses human review when confidence is low, and records supplier-specific patterns for future processing.

What access do you need?Open

Access is defined during onboarding and limited to the minimum required for the agreed workflow.

Do you train models on our documents?Open

Only if you explicitly permit it in writing. Retention and deletion policies are agreed during onboarding.

What about partial deliveries, credits, or variable-weight products?Open

These cases are handled according to agreed tolerance and exception rules, and are included in the pilot scope rather than treated as invisible edge cases.

How does three-way matching work?Open

Three-way matching compares a supplier invoice with the purchase order and receiving record to identify quantity, price, unit, and fulfillment discrepancies before approval.

Workflow-fit review

See if your invoice workflow fits a controlled pilot.

In 15 minutes, determine whether your invoice volume, document mix, and approval rules fit a controlled pilot.

No documents required at this step. We explain secure intake before any file is shared.