Early Access — QA Lite
Request a QA Lite benchmark sample.
If your team uses receipt parser or vendor JSON for payouts, fraud review, rebates, loyalty, analytics, or downstream customer workflows, ReceiptCheck can help test whether unsafe structured outputs are flowing downstream.
QA Lite is the lowest-friction starting point: JSON only, no receipt images, no OCR text, and a privacy-safe benchmark report with reason codes, buyer-critical issue rates, and redacted examples.
We'll reply with a sample report format or next steps for a small benchmark.
Sample Report
See the format first
- Request a sample QA Lite benchmark report
- Review the reason-code and buyer-criticality format
- Decide whether a JSON-only benchmark is worth testing
Benchmark Input
Small first benchmark
- 25–50 redacted parser or vendor JSON outputs
- No receipt images required
- No OCR text required
- Optional labels or known outcomes if already available
Best Fit
When QA Lite helps
- Parser output affects payout, rebates, loyalty, fraud review, or analytics
- Your team already stores parser or vendor JSON
- You want to know whether unsafe structured outputs are reaching downstream workflows
Privacy
Designed to work with redacted data
- QA Lite does not require receipt images or OCR text.
- Redacted JSON is enough for a first benchmark.
- Raw inputs can be deleted after the benchmark is complete.
- Reports are designed to avoid raw payloads, payment fragments, loyalty IDs, prompts, model responses, and model envelopes.