AI & software studio · Italy

Less paperwork. Clearer results.

Document extraction, internal tools and data checks for small teams in Italy and the EU. Built around your workflow.

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

FatturaPA preview with a synthetic invoice — FatturaPA · synthetic dataExplore the demo

Working demos. Visible results.

Explore the tools and inspect the tests. These demos use synthetic data.

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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All work

What we do

Practical tools for the documents, data and repetitive tasks that slow your team down.

AI & automation

Extract data from invoices, receipts and forms, and automate the repetitive steps around it. AI only where it helps.

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Internal tools & prototypes

Small web apps and prototypes for your own team, packaged to run on machines you control.

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Data, analytics & ML evaluation

Clean your data, build dashboards you can trust, and check whether a model is really better.

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R&D & technical writing

Feasibility studies, literature reviews, research software and technical reports, with every source linked.

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How we work

You can stop after any step.

01
Scope
One task, described in a few lines, or up to 3 sample documents.
02
Measure on your samples
A free feasibility check: what works on your material, what does not, and how success would be measured.
03
Build
Small steps, automated tests, results measured on your data. Uncertain outputs are flagged.
04
Hand over
Source code you own, a plain-language guide and a short call.

How we work in detail

Evidence you can inspect

Test results, methods and source code, with the limits clearly explained.

FROM THE STUDIO

Latest insights

All insights

AI & automation

When a tool should ask

How doc2data flags defined inconsistencies for a person to review instead of guessing, what its synthetic tests show, and what its checks cannot prove.

3 October 2026Read

Internal tools & prototypes

Your documents, processed locally

How doc2data reads PDFs and scans on your own computer by default, and what the optional AI fallback sends and where.

3 October 2026Read

Data, analytics & ML evaluation

A better way to compare models

A single train/test split can make a weak model look good. Repeated cross-validation and a Bayesian comparison give a more careful answer.

3 October 2026Read

I started Snello to build small tools that measure themselves and say when they are unsure. I work with AI tools for drafting, coding and checking, and I review and answer for every result.

Foysal, founder, Italy · About

Make room for the work that matters.

Send up to 3 samples or describe one process. We reply by email with what is feasible and how we would measure it.

Start a project

Less paperwork. Clearer results.

Working demos. Visible results.

FatturaPA reader and SdI receipt explainer

Bank reconciliation that explains itself

KPI dashboard that checks your data first

What we do

AI & automation

Internal tools & prototypes

Data, analytics & ML evaluation

R&D & technical writing

How we work

Scope

Measure on your samples

Build

Hand over

Evidence you can inspect

Latest insights

When a tool should ask

Your documents, processed locally

A better way to compare models

Make room for the work that matters.

Discuss your project

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