Firmware
Track and test the firmware on every device, and rehearse each update on a clone before it ships.
Automated firmware rehosting
Real firmware.
Simulated networks.
An exact clone of all your hardware, simulated. Test every connected device without touching the real one.
How it works
From firmware to a running fleet.
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Upload firmware
The image your devices already run.
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We clone the device
Recovered, booted, and verified as real.
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Connect the network
Wire clones into a replica of your environment.
Every device makes the next one faster.
Emulations, device profiles, compatibility code, and test traces.
Where we start
Paid pilots for security teams.
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One device family
Your firmware.
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A repeatable lab
Plus a report on what was verified.
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Ongoing coverage
New versions as they ship.
Taking paid pilots and pre-seed partners.
Get in touchLong term
An autonomous security layer for every device.
Firmware rehosting is the foundation. On top of it we're building small models, fine-tuned to your environment and run locally, that take on the security work each device needs. Your firmware and device data stay with you.
Credentials
Hold and rotate the passwords, keys, and secrets your devices run on, without a person touching each one.
The network
Watch and segment traffic between devices, learned from how your own network behaves.
Principles
Built to be trusted.
Reproducible
Pinned images. Recorded configs. Same run, every time.
Auditable
The original image is never modified. Every change is on the record.
Access-controlled
Your firmware and labs stay yours.
Team
Device security, AI systems, and delivery.