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Ground Truth · runtime detection at the rail

The rail does not lie.

Runtime detection for the power layer that reads the physics instead of the self-report: a verdict in 20 ms, from evidence a compromised host cannot forge, delivered into the tools your SOC already runs.

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Live detection · gpu-pool-bEvery rail read a hundred times a second, every BMC read from outside the host
LIVE
12 s agoRAILSetpoint rewrite on VRM_01 · gpu-node-07verdict ISOLATE in 20 ms · SOA breachCRIT
1 m agoRAILController reports 1.80 V, rail measures 1.62 Vcommanded vs measured · L3 desyncHIGH
4 m agoRAILSustained draw with no scheduled job · node-15energy balance · T1496HIGH
9 m agoBMCFirmware write outside a maintenance window · 3 BMCsRedfish · change not in a ticketMED
14 m agoBMCLogin to a BMC from the host channel · gpu-node-07Host Interface · T1078MED
001TODAY · BENCH

Detection that reads the physics, not the self-report.

Every security tool you run asks a device how it is doing. PWX measures what the power rail actually does, a hundred times a second, and raises a verdict from that measurement: a setpoint rewrite, a rail outside its safe range, a controller reporting one voltage while the rail runs at another, energy that no scheduled work explains.

  • Five detectors on every rail: safe operating area, drift, commanded vs measured, multivariate baseline, energy balance
  • Attack to verdict in 13.6 to 20.1 ms across eight dated bench runs
  • 95 of 95 attack cycles detected; 99.62 % quiet over a 30-minute run
Two sources, one rail · VRM_01gpu-node-07 · host compromised in this example
MISMATCH

What the host and firmware report

Rail voltage1.80 V
Power statenominal
Last setpoint changenone
Host EDRno alerts

What the rail physically does

Rail voltage, measured1.62 V
Current on the rail+38 % vs baseline
Setpoint write seen on PMBusT+0 ms
Agent trust domainBMC, out of band
Verdict from the measurement, not the reportISOLATE · SOA_BREACH · 20 ms
002TODAY · BENCH

A compromised host cannot hide from the rail.

Once a host or its firmware is compromised, everything it reports can be a lie, and tools that watch from the host go blind with it. The PWX agent runs in the BMC, outside the host's trust domain, and reads the rail directly. Firmware can forge a status; it cannot forge the electricity.

  • Agent in the BMC: out of band, independent of the host OS and its EDR
  • Commanded vs measured: the controller's report checked against the physical rail
  • A verdict needs physical or protocol evidence before any power action
Incident PWX-2291 · one episodeFive independent detectors, one verdict, one record
episode 00:00.000 to 00:02.4
L1Rail outside its safe operating area4.64 V on a 5.21 V railfired
L2Drift accumulated past the limitCUSUM over 5σfired
L3Commanded and measured disagree10 % apart for 0.3 sfired
L4Multivariate distance past the fencescore 129 vs fence 2.4fired
L5Energy not explained by declared workobserver · corroboratesnoted
Setpoint rewrite on VRM_01 from a BMC session opened over the host channelATT&CK T1078.001 · T0836 · T1495 · evidence attached · SHA-256 audit chain1 INCIDENT
003TODAY · BENCH

Five signals, one incident.

Detectors are signals, not alarms. A verdict engine fuses them into one state with hysteresis and persistence, so a thousand frames of evidence become one incident with the asset, the rail, the command, the closest ATT&CK technique and a signed audit chain. Analysts get the three findings that matter, not the firehose.

  • One episode record per incident, with every layer that fired
  • Closest ATT&CK mapping and a tamper-evident SHA-256 chain
  • Fleet-wide correlation across servers and racks in the pilot
From verdict to responseEach tier acts on the same evidence
speed
Detect at the rail, from physical evidence20 msTODAY
Verdict and evidence into Splunk and Datadogunder 1 sTODAY
Your SOAR or NAC isolates the BMC portsecondsPILOT
Fleet rule pushed to every BMCunder 1 sROADMAP
PWX-06 drops the command inside the BMCmilliseconds, before the railROADMAP
004TODAY · BENCH

From detection to response, in order.

A verdict is only worth what happens next. Today the evidence lands in your SIEM in under a second and your SOAR or NAC can isolate the BMC port on it. On the roadmap, PWX-06 filters power commands inside the BMC and drops a malicious write in milliseconds, before it ever reaches the rail.

  • Today: 20 ms detection, evidence in Splunk and Datadog
  • Pilot: your controls act on the verdict
  • Roadmap: PWX-06 inline blocking and fleet rules

See the rail live at 100 Hz in the PWX Console.

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ILLUSTRATIVE SCREENS · NUMBERS ARE EXAMPLES EXCEPT WHERE DATED · BENCH FIGURES FROM BENCH/FACTS.MD (SEPTEMBER 2026) · SOAR AND NAC ACTIONS ARE YOUR CONTROLS ACTING ON THE VERDICT