Trust Center
Proof, not promises.
Every claim backed by a measurement. Every artifact signed. Every deployment auditable. This is how we earn trust.
Security & Privacy
Your data never leaves your infrastructure. Models run on hardware you control with no telemetry, no cloud callbacks, and no data exfiltration paths.
- ✓Zero cloud dependency — all inference runs locally
- ✓No telemetry or phone-home behavior in any model
- ✓Air-gapped deployment configurations available
- ✓Network isolation verified during deployment
- ✓No training on customer data — ever
Data Handling
Every deployment includes data sensitivity classification, handling protocols, and retention policies designed for regulated environments.
- ✓Data sensitivity classification per deployment
- ✓Handling protocols matched to regulatory requirements
- ✓No customer data stored outside client infrastructure
- ✓Retention and deletion policies documented per engagement
- ✓Data flow diagrams provided for compliance teams
Signing & Provenance
Ed25519 cryptographic signatures on every model artifact. Verify exactly what you're deploying, where it came from, and that it hasn't been tampered with.
Provenance details- ✓Ed25519 signatures on every model artifact
- ✓Verification tooling included with every deployment
- ✓CycloneDX SBOMs for supply chain transparency
- ✓Model cards with training lineage and methodology
- ✓Tamper-evident distribution pipeline
Benchmark Methodology
913 measurements from physical silicon. Not simulated. Not estimated. Every number comes from a real device running a real workload under controlled conditions.
Full benchmark results- ✓Real-device profiling — no simulators or estimates
- ✓Controlled thermal environment for consistent results
- ✓Latency, throughput, energy (μJ), and thermal delta measured
- ✓MCU RAM/ROM and battery life (CR2032 days) calculated
- ✓Negative results and failures published — not hidden
Deployment Options
From a $5 MCU to a multi-GPU cluster. Every deployment is scoped to your hardware, your security requirements, and your compliance constraints.
- ✓On-premise servers and workstations
- ✓Private cloud (your VPC, your keys)
- ✓Edge devices — phones, tablets, wearables
- ✓Microcontrollers — Arduino, STM32, ESP32
- ✓GPU clusters — NVIDIA DGX, consumer GPUs
Incident & Update Process
When something needs to change — a vulnerability, a model improvement, or a governance update — you know about it and you control the rollout.
- ✓Security vulnerability disclosure within 24 hours
- ✓Model updates with signed changelogs
- ✓Customer-controlled rollout — no forced updates
- ✓Incident documentation and post-mortem reports
- ✓Platform subscribers get priority notification
Enterprise buyers
Frequently asked questions.
Does Constant Systems ever see my data?
No. Models run on your hardware. We never have access to your data during or after deployment. During the assessment phase, we work with your architecture and requirements — not your actual data.
How do I verify a model hasn't been tampered with?
Every model ships with an Ed25519 signature. Use our verification tooling (or any Ed25519 implementation) to confirm integrity before deployment. The public key is published on our provenance page.
What compliance frameworks do you support?
Our deployment process produces documentation compatible with HIPAA, SOC 2, FedRAMP, CMMC, and EU AI Act requirements. Specific compliance packaging is scoped during the assessment.
What happens if a vulnerability is found in a deployed model?
Platform subscribers receive priority notification within 24 hours, a signed patch, and updated benchmark evidence. You control when and how the update is applied to your infrastructure.
Can I audit the model training process?
Yes. Model cards document training lineage, data sources, methodology, and known limitations. CycloneDX SBOMs provide full supply chain transparency.
Need more detail for your security team?
We provide deployment-specific security documentation, compliance mapping, and architecture review as part of every engagement.