Case Study
Pro Partners Wealth×Nanonets

From every invoice manually reviewed
to 80%+ posting themselves

Pro Partners Wealth managed invoices for veterinary practice owners with near-zero straight-through processing. A Nanonets agent now ingests invoices, extracts fields, validates business rules, and posts approved bills to QuickBooks — with no manual touch required.

>80% STP Rate>95% Accuracy50% Faster ProcessingQuickBooks Native
About the customerPro Partners Wealth

Pro Partners Wealth is a Columbia, Missouri accounting and wealth management firm specialising exclusively in veterinary practice owners. They manage accounting, tax, and financial planning for vet practices — including high-volume accounts payable from veterinary suppliers — and needed to scale their AP processing to new clients without adding headcount.

Columbia
Missouri, USA
Vet AP
Specialisation
~0%
Prior STP rate
QuickBooks
Accounting stack

The Problem

Pro Partners Wealth processes invoices from dozens of veterinary suppliers for each practice client. Their existing OCR tool extracted data but lacked any validation logic — meaning every single invoice had to be manually reviewed and corrected before it could be entered into QuickBooks.

  • Near-zero STP rate — every invoice required a human touch before posting.
  • 80% extraction accuracy from the old OCR tool left too many errors to trust.
  • Could not scale — onboarding new clients meant proportionally more manual AP work.
Email
Invoice arrives
Manual
Download PDF
Old OCR
Field review
Manual
Correct errors
Manual
GL code lookup
QuickBooks
Manual entry
Manual
Reconcile
Every invoice: manual review required
~0%
Prior STP rate
80%
Old OCR accuracy
Stack
QuickBooks

Their customizations enabled us to tailor a solution meeting our needs, improving processing times and allowing efficient scaling.

James Michael
Financial Advisor, Pro Partners Wealth
Pro Partners Wealth

The solution

One validation agent. From invoice to QuickBooks, straight-through.

Nanonets replaced the manual loop with one autonomous agent. It ingests invoices from upload or email, extracts all AP fields with >95% accuracy, validates against business rules, and posts approved bills directly to QuickBooks — routing only genuine exceptions to a human reviewer.

Receive Invoice
Extract Fields
Validate Rules
Flag Exceptions
Export to QuickBooks

Pipeline overview

Upload / Email
Invoice upload or email
PDF / image ingested
Nanonets
Extract fields
Vendor, total, line items, date
Nanonets
Business rules validation
Totals, vendor list, required fields
Nanonets
Flag exceptions
True mismatches only
QuickBooks
QuickBooks bill
Auto-posted, GL mapped
Done
Reconciled
Straight-through · no touch
Review
Human review
Exception flagged
Corrected
Back to QuickBooks
>80% STP rate · >95% accuracy · QuickBooks integrated

Impact

>80%
STP rate
From ~0% previously
>95%
Extraction accuracy
Up from 80% with old OCR
50%
Faster processing
vs. previous OCR tool
9/10
Satisfaction
Rated by Pro Partners Wealth
Metric
Before
After
Improvement
STP rate
~0%
>80%
Near-full automation
Extraction accuracy
80%
>95%
15+ point lift
Processing time vs old OCR
Baseline
50% faster
Half the time
Review workload
Every invoice
Exceptions only
80%+ eliminated
Scalability
Constrained
New clients onboarded
No headcount added

AGENT ANATOMY

Nanonets Agent
Autonomous action-taking
After validation
Agent decides path and acts
Straight-through
All rules pass
Upload / Email
Invoice received
PDF detected ✓
Client context found ✓
Queued for extraction ✓
Nanonets
Fields extracted
VendorVetSupply Co
Total$3,840.00
Confidence97%
Nanonets
Validate rules
Line items total ✓
Vendor approved ✓
All fields present ✓
Nanonets
All rules pass
Exceptions0
STPConfirmed ✓
QuickBooks
Bill posted
Bill #VS-2024-0892
Amount$3,840.00
QuickBooks
Reconciled
StatusPosted ✓
TouchZero
Exception flagged
Rule fails
Nanonets
Rule fails
⚠ Total mismatch detected
Nanonets
Exception flagged
StatusFlagged
ReasonLine total ≠ inv total
Nanonets
listening…
Human
Human corrects
Advisor reviews & corrects
QuickBooks
Posted after fix
Loops to QuickBooks
Low confidence
Field confidence low
Nanonets
Low confidence field
Confidence < threshold ✗
Nanonets
listening…
Nanonets
Review queue
QueueFlagged ✗
Nanonets
listening…
Human
Verified by advisor
Field confirmed manually
Nanonets
Re-validate rules
Loops to Validate rules

See it run on your process, with your documents.

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