CellWise cleans, validates, and standardizes your Excel, CSV, and JSON files into one consistent format — automatically. However many formats come in, one comes out.
Four steps, and you can see what changed at every one of them.
Excel, CSV, or JSON — mixed layouts and partial rows are fine.
Columns matched, values normalized, duplicates and gaps flagged.
Every file mapped onto the one output format you defined.
Download it or hand it off, with a record of every change.
Excel, CSV, or JSON — mixed layouts and partial rows are fine.
Columns matched, values normalized, duplicates and gaps flagged.
Every file mapped onto the one output format you defined.
Download it or hand it off, with a record of every change.
Nobody agrees on how to lay out a spreadsheet. The cost of that lands on whoever receives the file — usually as an afternoon of copy, paste, and find-and-replace.
One format, defined by you, that every uploaded file is mapped onto. Same columns, same types, same rules — whether the source was a client's export, a legacy system dump, or a spreadsheet somebody maintained by hand.
Two teams feel this problem every week: the firms that receive data from dozens of clients, and the consultants who have to make old systems agree with new ones.
Two different jobs, two different tools. Guessing what a column means needs a model. Producing the output needs rules that behave the same way every single time.
Detecting what a column actually contains, matching it to your target field, and spotting the value that does not belong is judgment work. That is where the model earns its place.
Before anything is transformed, you see how each source column was matched and what was flagged. Accept it, correct it, or set a rule that handles it next time.
The transform itself is deterministic. The same file and the same rules produce the same output today, next quarter, and on the auditor's machine.
Tools in this category keep widening. Obvious — the product previously called Flatfile — now presents itself as a general-purpose AI agent that also drafts documents, builds presentations, and connects other software. That is a reasonable bet. It is not ours.
CellWise does one job: turn messy files into clean, standardized data. There is nothing else on the roadmap that changes that.
A general agent improvises each time you ask. Data work needs the opposite: the same input should produce the same output, every run.
A tool that also writes documents and builds slides has to spread its attention. Ours goes into the parts of file cleanup that are genuinely hard.
Every mapping, correction, and rejected row is recorded. You can show a client or an auditor exactly what changed and why.
If you hand cleaned data to a client, a colleague, or an auditor, you need to be able to say what happened to it. CellWise keeps that answer available by default.
Every mapping and correction is written to a change log you can export.
The standardization step is deterministic, so results can be reproduced and checked.
Your files are not used to train models — not ours, not anyone's.
Data is processed on EU-based servers with industry-standard encryption.
Product updates, company news, and articles on data cleaning, validation, and file standardization.
The questions that come up before a firm lets new software touch client data.
Excel, CSV, and JSON. Files do not need to be tidy first — inconsistent headers, partial rows, merged exports, and mixed layouts are the normal case, not the exception.
You define the target format once: the fields you need, their types, and the rules they have to satisfy. Every file you upload afterwards is mapped onto that same shape.
No. AI reads messy input, proposes column matches, and flags values that look wrong. You approve the mapping, and a deterministic rule set produces the output. That step is reproducible and does not involve a model.
No. Customer data is used only to run the workflow you asked for. It is not used for model training, and processing stays scoped to your organization.
It depends on how much data you run through it and how many formats you standardize. We would rather quote you honestly than post a number that does not fit your case — book a demo and we will walk through it.
Accounting and bookkeeping firms handling many clients' data, ERP and data consultants preparing files for migration, and any team that regularly receives data in formats it did not choose.
Bring a file that normally costs you an afternoon. We will show you what comes out the other side, and what it would take to run the rest of them the same way.
You can also email us at info@cellwise.io.
