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The question under every system

Who manages your data layer?

Who decides how, where, and by whom your systems read and write — and can you prove it? For most operations, the honest answer is someone else.

There’s another answer →Talk to us
Every industry · every record · every read and write
The answer is a word you already use

Own your reads and writes.

You already read and write your data every day. We make it yours — sealed, on your own hardware, nothing leaving the building. The same thing you already do, done better — and answering to you alone. And because we keep your data separate from any one format, you read it back as anything you need.

Ask morericher questions, answered in place — without your data ever leaving.
Store morekeep every record in full, for far less — stop throwing detail away.
Retrieve fasterget it back in an instant, offline, on hardware you own.
The shift in thinking — worth a second read

Your data and its format are two different things.

Every tool fuses them — your numbers are born as a spreadsheet and trapped there; a database’s data lives as rows; a historian’s in its own shape. Moving between them means exports, conversions, and copies that drift out of sync. We keep them apart: we store the data itself, format-free, so a format stops being where your data lives — it’s just how you ask to read it.

Store it once; read it as anything. One source — every tool reads it in its own format. We don’t replace your spreadsheet or your database; we become the single place the data lives, so the copies and conversions underneath them simply stop.

Read the same record as
a spreadsheeta queryable tablean APIa reporta file your next system expects

No exports, no copies, no drift. Always in sync.

What owning your reads and writes gets you

It’s yours

A sealed node in your building. Nothing leaves — not to a cloud, not to a model, not to us. It sits beside the systems you already run and replaces none of them.

Keep all of it

Every record, in full, for far less — so you stop throwing away the detail you’ll wish you’d kept.

Prove any of it

Tamper-evident by design. When a number is challenged — an audit, a warranty, a settlement — show it’s exactly what your system wrote.

Answer in an instant

Ask across everything you keep and get it back immediately — offline, on hardware you own.

Read it as anything

Your data isn’t trapped in a format. Stored once and format-free, the same record is served as a spreadsheet, a queryable table, an API, or a report — no exports, no copies, no drift. One source; every tool reads it in its own shape.

Scale without the memory wall

More than memory can hold.

Most tools choke when the data outgrows RAM — they load it all into memory, so memory becomes the ceiling. We don’t load it; we address it. Your data can grow far past what fits in memory and still answer in full.

16 GB in 270 MB16+ GB of records, live, on a 14 GB machine — working memory flat at 270 MB.
~1,000×more live data per byte of RAM — 16 GB reached from a 16 MB footprint.
37.6× less RAMthan a standard analytics engine (DuckDB) on the same whole-dataset query — RAM vs RAM.
Measured — not asserted
0
Records ever leave your hardware. Not to a cloud, not to a model, not to us.
100%
Reconstructed byte-for-byte — 130,810 of 130,810 records, zero mismatches.
4 microseconds
To answer across your whole history — that’s millionths of a second, offline.
1.6B/s
Values a second, five statistics in one pass — it reasons over your records at speed.

Proven on public data, too: on NASA’s open bearing dataset we caught all four failures with one false alarm across 9,464 readings — one setting, no tuning. Every figure is measured in our own tests on real and public data; your results depend on your data, your questions, and your hardware — run them on a slice of yours and check every number.

And when you want AI on it

Bring any model. Your data stays put.

Point any AI at everything you keep — it answers exact and cited, and your data never reaches the model. The AI asks; your box does the work; nothing is shared.

See it answer any AI →
What the model gets
Your question & the data’s shapethe model sees this
Any actual value or recordnever sent
The answercomputed on your box, cited

A data layer you actually own.

Tell us what you keep, and we’ll point a sealed node you own at it — sovereign, provable, kept whole, answerable, and read as any format you need. For any operation, in any industry.

Talk to us →See it live
© Validiti · own your reads and writes — stored once, read as anything contact@validiti.com