Work

Everything here is labelled for what it is. We have not yet delivered a client project, so there are no case studies; when there are, they will be shown only with the client’s permission.

Demos with measured results

Demo data is synthetic; numbers are measured, not promised.

Synthetic data

FatturaPA reader and SdI receipt explainer

Italian e-invoices (XML and signed .p7m) to one checked spreadsheet, where the implemented checks flag defined problems, with the SdI rejection code where one applies; SdI notices explained in plain words.

Test results and limits

On 3 synthetic sets of 94 invoices: 28 of 28 planted faults detected in each, 0 of 66 clean invoices flagged by mistake (measured 5 October 2026).

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Synthetic data

Bank reconciliation that explains itself

Bank-statement lines matched to invoices, each with a confidence and a reason; unclear cases go to a review list.

Test results and limits

0 wrong automatic matches on all 8 synthetic sets; on the harder stress sets about half the payments went to review instead of being matched (measured 5 October 2026).

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Synthetic data

KPI dashboard that checks your data first

Sales and expense CSVs checked line by line before any chart, then revenue, margin, cash and overdue invoices.

Test results and limits

171 of 171 planted faults found, 0 false alarms, KPIs equal to a separate reference calculation to the cent on 4 of 4 synthetic sets (measured 5 October 2026).

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Synthetic data

Ask your documents

Questions answered from your own files with the exact sentence and its source, offline, with rules to refuse unsupported questions.

Test results and limits

On the synthetic hold-out set: 36 of 43 correct; 11 of 12 unanswerable questions refused and 1 answered wrongly (measured 5 October 2026).

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Synthetic data

Due-date tracker and late-payment estimate

Overdue invoices listed, with statutory late-payment interest and the EUR 40 recovery charge estimated from dated, sourced rates. Information, not legal advice.

Test results and limits

5 of 5 synthetic sample invoices got the expected status, interest and recovery charge (measured 5 October 2026).

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Synthetic data

doc2data

Invoice and receipt PDFs and scans to checked, structured data.

Test results and limits

0 field errors on 3 clean synthetic sets of 16 documents; 92.9% (131 of 141) and 91.4% (127 of 139) of fields on degraded synthetic scans (measured 2 October 2026).

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Test evidence

Tests, data and limits, one project at a time.

TEST REPORTdoc2data test evidenceEvery doc2data number, by set and field by field, with how the sets were built.

Synthetic data