Why this exists.
The power layer inside every server was engineered for reliability, decades before anyone considered it a target. Today it sits inside the most expensive infrastructure ever deployed, and the modern security stack was not built to see how it behaves. PWX exists to close that gap, to make the physical layer of AI infrastructure visible, accountable and defensible.
This problem required a founding team that could see it from both sides of the stack simultaneously.
Shimon Eidelman
CEO Israel & CTO
Air Force veteran, 20 years in microelectronics, from semiconductor fabs to Hitachi, Amdocs and ECI. He built PWX to working hardware, proven detection and a filed U.S. provisional patent, as sole inventor, before raising.
Alexander Goldinstyn
CEO US
Vice President at JPMorgan Chase in New York, leading regulatory reporting and risk controls for one of the world's largest banks.
Yury Kreimer TECHNICAL ADVISOR
CTO, FortifyIQ, silicon side-channel security
Yigal Unna STRATEGIC CONSULTANT
Former head of Israel's National Cyber Directorate
Plain answers.
What exactly do you install, and when?
At first, nothing on your servers. PWX Discover runs on one host in your management network and reads the fleet through its existing management interfaces. PWX Monitor, in the pilot, is agentless too. If you want millisecond detection, the PWX-01 agent runs on 2–5 lab servers in record-only mode: it logs the decisions it would have made and changes nothing. Enforcement, in PWX Protect, is a separate step, switched on only after you have reviewed that record. Each step has a condition agreed before the previous one starts.
Does this void our hardware warranty or support contract?
PWX Discover touches nothing, so nothing is affected. Before any software is installed in later phases, support and warranty implications for your specific vendors and platforms are reviewed together and agreed in writing as part of the pilot terms.
What load does it add to our systems?
PWX Discover adds only standard management-interface reads. The observation software is designed to run at the management layer, outside your workload path. Measured load on your own hardware is part of the pilot's agreed success criteria, we publish the numbers to you rather than asking you to trust a brochure.
What happens if it gets a decision wrong?
Enforcement never acts on a statistical anomaly alone, action requires physical or protocol evidence, and it runs under your own policy: the verdict is carried into controls you operate, under authority you set and can revoke at any time. Before enforcement is ever enabled, the record-only phase shows you every decision the system would have made on your own workload, so a wrong tendency is visible before it can act. A legitimate load spike is examined, not punished.
Can it run with no outbound connectivity?
Yes. PWX Discover and PWX Monitor run entirely on premises, and air-gapped operation is a supported configuration, not a special case. PWX Cloud, our hosted console, is an option, never a requirement.
What data leaves our environment?
None has to. The system reads machine telemetry: voltage, current, temperature, power, and management-plane commands. No personal data is involved. If you choose PWX Cloud, the inventory and alerts go to your own isolated tenant; your BMC credentials stay with you. In a fully local deployment, everything stays inside your environment.
Which hardware do you support today?
PWX Discover and PWX Monitor read standard interfaces: Redfish, SNMP, dcgm-exporter and NVIDIA NVML, validated so far against the DMTF Redfish reference and a real NVIDIA L4 GPU. The PWX-01 agent is validated on our own instrumented bench. Your production platforms are validated jointly during the pilot, that is what the pilot is for.
What does a pilot involve, and what does it cost?
It starts with a free, read-only PWX Discover scan. The pilot itself is 90 days on PWX Monitor, with success criteria agreed in advance, plus an optional PWX-01 preview on 2–5 lab servers in record-only mode. Commercial terms are discussed directly, talk to us below.
Talk to us about a pilot.
Tell us about your environment and timeline. Shimon Eidelman will reply within 24 hours.