// ENGAGEMENTS · SCOPED · READ-ONLY
The work our engineers do on your fleet.
Two scoped engagements. Both attach our Sentry engine in read-only mode, run for a defined window, and leave you with a signed report. Enforcement stays disarmed throughout — these are observe-and-report.
FORENSIC · SCOPEDREAD-ONLY
The Auditor
Forensic GPU engagement (typically 1–4 weeks): read-only four-signal capture (ioctl, libcuda, NVML, /proc) with Phi-3 SLM exfil scoring, zombie waste analysis, and a signed findings report across bare metal, EC2, Vertex, and private cloud. Enforcement stays disarmed throughout.
OPEN ENGAGEMENT →MEMORY-WALL · SCOPEDREAD-ONLY
The Efficiency Auditor
Scoped memory-wall audit (1–3 weeks): sys_exit_ioctl timing, roofline classification, Tensor Parallelism awareness, vLLM KV-cache vs weight-load distinction, quantization advisory, and a savings PDF.
OPEN ENGAGEMENT →// READY TO SCOPE A WINDOW?Talk to engineering →