Traceless AI inference
Model weights stay in your storage and stream into memory, in real time, in whichever data center serves the request. 0 bytes of the model rest on any machine.
Omnira is sovereign compute
The next chapter after desktop, network and cloud computing.
48M+ requests served on omnira.dev, by everyday devices · 463 services live (omnira.dev live counter, 27 September 2026) See the network, live
* The technology is generic, but not every operating system and hardware combination is tested yet; some platforms may impose restrictions.
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This is Traceless Computing.
Your storage streams code and data to any machine, encrypted. The job runs, results go back, and nothing stays on the machine.
What is Traceless Computing?
Wherever a job runs today, the machine keeps a footprint of it on its disk. With traceless computing, no trace is left: your code and data live in your own storage, and nowhere else.
0servers to provision or maintain, per service
100% invisible. One Omnira Hub, built for thousands of machines. Machines join your fleet once, and any of your services runs on them on demand, with nothing to install for it.
0bytes of job data in the machines’ local storage
100% sovereign. Code, data and logs stay in storage you own, inside your border, and your own Omnira runs where you choose, even air-gapped.
Check it on a machine you have0inbound ports opened by Omnira on the serving machines
100% secure. Every machine connects out to your hub, encrypted; nothing of Omnira’s waits for a connection from the internet, and every job runs in memory inside the Omnira Vault™.
See the scorecardHow things change with Omnira
Today
One server
Local disk: data at rest
Installed software, your data, logs and traces stay on its disk. Every copy is one more place to leak, steal or seize.
With Omnira
Any compute device or server
Your own storage
Codein Datain and out Logs and resultsoutEncrypted
The job runs in memory, inside the Omnira Vault™, and streams to and from your storage, encrypted. On supported, verified paths, 0 bytes of your code or data are written to or read from its disk.
22,000+confirmed data breaches in a single year of reportingSource: Verizon 2026 Data Breach Investigations Report
The result
Code, data, model weights and logs stay where you put them, under your key. Any supported machine can run the job: a cloud VM, your own data center, an office desktop, a laptop. A machine joins in about 2 minutes, with no special hardware and no code changes.
Why now
Fast networks, plenty of bandwidth and fast computers: nothing has to be installed ahead of time. A service can arrive the moment it’s asked for.
A round trip from US East (Virginia)
A blink of an eyeon average0.35 s
How fast data moves
At a cloud server’s 100 Gbps
A blink of an eyeon average0.35 s
The world is ready to move software just in time. That’s what Omnira does.
Round trips over fiber: Azure medians from US East (Virginia), July 2026; within one region, Azure’s under-0.002 s target. Bandwidth: Ookla via Allconnect (US median, August 2026); AWS C5n; Netflix Open Connect. Software: size ÷ 100 Gbps; Docker Hub study (IEEE CLUSTER 2019); ML containers study (arXiv, July 2026); the Oracle 19c download. Blink: 0.1–0.4 s on average (Harvard BioNumbers). 1 GB = 8 gigabits; times at full line rate.
One layer, three jobs
Model weights stay in your storage and stream into memory, in real time, in whichever data center serves the request. 0 bytes of the model rest on any machine.
Code, data and keys stay in storage you own, under your key. Whoever runs the machine can’t see the job. Built to help meet PDPL, DPDP and GDPR.
Unify every server you own, on-prem and in any cloud, into one fleet. Every job stays in your control and runs on whatever machine is available.
Across all three
The three zeros are how Omnira is built: nothing is installed per service, no job data is written to local storage, and Omnira opens no inbound port. Up to 50%: a target, measured in each pilot.
Sovereign Omnira
Your Sovereign Omnira hub runs on your servers or your cloud account, beside your storage and your machines. Omnira, the company, sits outside.
Your border
Sovereign Omniraover the internet or your own LAN
Licence check-in, sent by your hub
Omnira never pulls your code or data
Omnirathe company, outside your border
See it for yourself
A fresh phrase becomes a tiny website, served by a live machine from its memory. Then every disk on that machine is searched for it.
Another visitor’s request is running. Watch it, then try yours.
That request didn’t finish. Try again in a minute.
Your requestAnother visitor’s request
0copies on its disks
Traceless
The live machine isn’t on show right now. See what we measured on one, or prove it on a machine you have. Watch the recorded run Prove it yourself
Get started
Start free on omnira.dev, run your own Omnira when you are ready, and check it all on a machine you have.
Try itFree on omnira.dev
Own itSovereign Omnira
On recordPatents, paper, report
Your e-mail and a one-time code. No password, no card.
Membership
An account is free and needs no card. Choose a plan when you are ready, and cancel any time.
$4.99/mo
Everything you need to put your first services live.
$49.99/mo
For teams shipping to production.
Everything in Starter, plus
Enterprise and government pricing
The whole platform, on machines you own.
Omnira™ is a beta product and prices reflect that: cancel any time, payments are not refunded, and uptime and support figures are targets. Plan terms
Live today
Each of these runs on Omnira right now, on everyday devices. See the network, live
Built for how you run
Six ways in. Each has its own page: your question, your numbers, and how you start.
How traceless computing works, its security scorecard and latency by distance
Our mission
To make computing power universally accessible while preserving every person’s and organization’s control over their data and intellectual property.
Founded by Dinanath Gupt: 25+ years building Internet-scale systems, 16 of them at Google.How it started
Questions
Compute that leaves no trace on the machine that runs it. Your software runs on a machine — yours, a cloud’s or a partner’s — while its code, data and logs stay in storage you own. They stream in encrypted, the job runs in memory, results go back, and on supported, verified paths nothing is written to the machine’s disk. A strict no-disk mode also needs an enforced sandbox, memory-backed scratch, swap and crash dumps off, and logs routed away from the machine; on Linux the file-system isolation is still incomplete.
The Omnira Hub handles your code and your service’s traffic in memory while it routes and serves it. Diagnostics you turn on may capture selected content for a bounded time. A hub you run yourself keeps that processing inside infrastructure you control.
On omnira.dev’s network, phones, laptops and computers already serve live services. On your own Sovereign Omnira hub, Linux servers and VMs join today, in your data center or any cloud account. Ask us about other devices on your own hub.
Servers keep no job data at rest, so there is far less to steal or seize, and normal work needs no inbound internet port: each machine connects out to your hub. Data in use stays, since a job needs its data in memory while it runs; the machine’s operating system and its administrator remain trusted for it. The scorecard shows every element, today and with Omnira.
Creating an account is free and needs no card. The plans and their prices are under Membership on omnira.dev.
Omnira is a beta product. Start with a pilot on machines you already own or have access to.
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