VALIDITI.
The whole of your data — within reach

All of your data.
Live. At once.

Reach and use everything you store — including what's too big, too cold, or too scattered to touch today — and unlock what your stack couldn't do before. A capability no one else can offer.

In our tests: ~16 GB kept live from ~16 MB of memory — ~1,000× more per byte · results vary
move across the field — reach any point, instantly
The wall everyone hits

You can only work with the data you can afford to keep live.

Everything else — last year, the archive, the other region, the sensor history — sits cold, siloed, or simply too big to touch. Every tool you run quietly bends around that wall.

Today

A lit corner of a dark room

You keep a small, expensive slice "hot," and reach for the rest only when you must — restores, exports, migrations, waiting. The bigger you get, the more of your own data you can't actually use.

With Validiti

The lights come on

The whole estate is within reach — live, at once — on hardware you already have or a device you can hold in your hand. Nothing to rehydrate. Nothing left dark.

Why no one else can

We remove the cap on what you can use.

Everyone else makes data live by holding it in expensive memory — so what you can use is capped by what you can afford to keep hot. We remove the cap. All of it, live, at any scale, on any footprint. That is the capability — and it is ours.
Measured, not promised

What that looks like, in a real test.

~1,000×
more of your data kept live, per byte of memory
16MB16GB
memory held → data kept reachable, all at once
~9in 10
everyday requests answered at memory speed

Measured in our testing on commodity hardware, with a dataset larger than the machine's own memory. Your results depend on your data and how you use it.

Not a slide — live, right now

Browse a real 58 GB estate. Reach any of it, at once.

This is a live, sealed Validiti node holding 130,000 real files — books, photos, music, film, spreadsheets. Search or browse all of it at the same moment, and open anything — reached live from a footprint small enough for a light‑bulb of power.

Open the live explorer →
130,000
real files reachable at once — books, photos, music, film, data
<1ms
to search across the whole estate — not a slice, all of it
58GB
held live from a few MB of memory — and it stays flat as it grows

A live, sealed, Titus‑monitored node. Measured on commodity hardware; your results depend on your data.

What it unlocks in the stacks you already run

An enabler, not a rip‑and‑replace.

Addressability doesn't ask you to throw anything out. It slips under the tools you already use — and new abilities appear, because for the first time the whole of your data is reachable.

Analytics & BI

Query across everything

Was: limited to the recent, hot slice.

Ask questions across everything you've ever stored, live — including data that was too big to keep online.

AI & assistants

Ground on all of it

Was: answers from a months‑old snapshot.

Answer from the whole of your data, right now — not a stale, prepared slice.

Records & backup

Every version, instantly

Was: restore‑and‑wait to reach old versions.

Every version of every record instantly reachable — no restore, no rehydrate.

Edge & field

Take it anywhere

Was: the estate lives in a distant data center.

Carry your entire data estate where a data center can't go — a truck, a clinic, an air‑gapped site.

Compliance & audit

Prove anything, now

Was: sampling and hoping.

Reach and prove any record across your entire history, instantly.

And your stack?

The same unlock, everywhere

Wherever you were bending around data you couldn't reach — that constraint is gone.

A new kind of question — measured

Ask what only the whole picture can answer.

Some answers only exist when you can see everything at once — the single rarest event across your entire history, the signal that only stands out against all of your data. When it's all reachable, your analytics run over all of it — exactly, not a sample.

15+GB
analyzed at once — larger than the computer's own memory
~43MB
of memory it took — and it doesn't grow as your data grows
exact
every rare case found — not sampled, not estimated

The kind of question that had no home before — "which record is the rarest across our entire history?" or "what stands out against everything we've ever stored?" — answered exactly, on hardware that could never hold it all at once.

Measured in our testing over a dataset larger than the machine's memory. Results vary with your data.

Your AI, grounded in everything — with context

Not a trained guess. Your data's own answer.

When all of your data is reachable with its context — what comes before and after — your AI can answer from the whole of it, exactly, and show where the answer came from. It even catches what ordinary checks miss: a value that looks perfectly normal on its own, but is a one‑in‑a‑million in this context.

In our tests, context‑aware analysis flagged every planted in‑context anomaly that value‑only analysis missed entirely — from a model a fraction the size of the data. Results vary.

Measured against the field

The same exact answer — in a fraction of the memory, with no ceiling.

We ran the identical whole‑data analysis against a leading in‑memory columnar engine. It's fast when your data fits in memory — but it pays for it in memory, and it slows sharply when you ration it. We don't.

A leading analytics engine

5+ GB of memory

to analyze under half a GB of data — 10–15× the data's size held in memory — and 2–3× slower when its memory is capped (it spills to disk). Its appetite grows with your data.

Validiti

~43 MB of memory

to analyze 15+ GB — larger than the computer's own memory — and it stays flat as your data grows. Same exact answer. No memory wall.

Identical task, same hardware, measured. That engine is genuinely fast when data fits in memory; the difference is memory per GB and what happens past that limit. Results vary with your data.

Any footprint
All of it.
On a light bulb
of power.

The same reach that serves a headquarters runs on a single low‑power node — at the edge, in the field, off‑grid, or air‑gapped. Your data goes where you go, and stays yours.

Put all of your data within reach.

We're working with a small number of founding partners to bring this to their stacks first.

Become a founding partner
Product availability — coming soon