Privacy & Data
Governance
Effective Date
June 01, 2026
This policy governs the handling of hardware telemetry and neural network optimization logs processed by DevCert.
Transmission Integrity
Our commitment to neural network research privacy ensures that your specific model weights and proprietary architecture remains isolated from optimization datasets.
Zero-Knowledge Baseline
Hardware Infrastructure Only
1.0 Data Collection Context
At DevCert Hardware Optimization, we collect information necessary to refine computing efficiency for neural network training. This data is categorized into two vectors: Administrative Information and Technical Telemetry.
Administrative Information: When you request a Cluster Thermal Audit or hire our engineering team, we collect your name, company email ([email protected]), and professional billing details. This information is used strictly for service delivery and partnership management.
2.0 Telemetry and Node Stability Logs
Optimization of high-performance hardware requires deep-level system metrics. During a Memory Bandwidth Tuning session or a DevCert Threshold stress test, we may process:
- GPU/CPU clock speeds, voltage fluctuations, and thermal thresholds under varied neural loads.
- Interconnect throughput data (NVLink/PCIe) to identify bandwidth bottlenecks during model training.
- IPMI and cooling loop sensors to evaluate physical infrastructure health.
Note: We do not ingest the training data itself or the model weights. Our tools monitor the hardware's response to the load, not the intellectual property contained within the compute packets.
Data Retention
Optimization logs are retained for exactly 18 months to provide year-over-year performance benchmarking. After this window, technical logs are purged or fully anonymized.
01 / RETENTIONThird-Party Policy
DevCert does not sell or trade telemetry data to hardware vendors or research labs. Data sharing is limited to secure service providers required for billing or node monitoring.
02 / DISCLOSURESecurity Standards
All telemetry is encrypted via AES-256 during transit and rest. Bare-metal monitoring environments are isolated from public-facing internet gateways to prevent breach.
03 / HARDENING
Architektur ist Bestimmung
Hardware is the final frontier of neural network performance. We protect the data that powers your compute clusters with the same rigor we apply to thermal optimization.
Governance & Contact
Your Information Rights
Under Canadian privacy regulations and international best practices, you maintain the right to access, rectify, or request erasure of your personal and telemetry data. To exercise these rights during a cluster tuning cycle, please contact our physical office in Montreal.
Mandatory Disclosures
We may disclose your personal information if required by law or in the context of a significant hardware infrastructure audit where legal safety imperatives override standard telemetry isolation protocols.
Official Inquiry Path
DevCert Hardware Optimization
1000 Rue Sherbrooke O, Montréal
QC H3A 3R7, Canada
Phone: +1-514-554-4683
Email: [email protected]
Operations: Mon-Fri, 09:00 - 18:00 EST