Moxie Studio · Catalogue

For invoice automation builders

Match the invoice.
Check the evidence.

A reference match is not a billing approval. Try three fictional invoice/work-order cases and measure linkage and billing readiness separately.

Explore the free sampleAsk about the full pack →

Original AI-assisted synthetic material. No real customer records, live integrations or payment decisions.

Free standalone sample · v0.1

Three cases. Two separate decisions.

For builders currently checking a matcher by eye or with a single pass/fail label. Use the supplied fictional policy to see whether a linked invoice should still be held.

Your measurable result: linkage accuracy, billing-label accuracy and the number of false billing-ready decisions on these three cases.

Download the free sample ZIP

No email or purchase required. Includes C01, C07 and C08 only.

Inside the download

  • CSV and JSONL inputs with identical case data
  • Fictional policy and explained answer key
  • Six-page PDF inspection companion
  • Python scorer, regression test, instructions and usage permission

Python 3.10+ for scoring. No packages, network, credentials or private invoice uploads needed.

Run it without mixing in the answers.

  1. Read README.md and policy.md. Give your matcher only the supplied inputs, not the answer key.
  2. Export one row per case with case_id,pair_decision,billing_decision.
  3. Run python score.py your-labels.csv locally. Compare the two accuracy measures and inspect false billing-ready cases.
Self-check: python score.py expected.csv
Regression test: python -m unittest test_score.py -v

The scorer evaluates labels you provide. It does not extract PDFs or automatically match documents. A perfect answer-key self-check is not evidence that your matcher works.

Full pack · Enquiry only

Eight synthetic cases

Proposed $19 USD

CSV/JSONL, explained labels, fictional policy, standard-library scorer and a 16-page inspection companion. The free sample is a subset, not an additional three cases.

Enquire about the full pack

Orders, checkout and payment collection are closed. This is a price hypothesis, not a purchase link or fulfillment promise.

Know the limits.

Curated fictional cases, not representative real-world coverage, an OCR benchmark, accounting advice or a production approval system.

v0.1 does not exemplify AMBIGUOUS and does not cover fuzzy references, OCR, tax, credit notes, adversarial documents or multiple languages.

No physical printing, customer-system testing or paid demand is claimed. Usage permission supports internal and client testing, including consulting; read LICENSE.txt for redistribution limits.

Workflow feedback & full-pack questions

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Do not send private invoices, customer files, passwords or payment details.

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