Secure AI Infrastructure, End to End

Cyberdes designs the trusted compute, sovereign data planes, and governance layers that let frontier LLMs and bespoke models operate safely inside mission-critical environments.

Who We Are

Secure AI Infrastructure Architects

We are semiconductor veterans, confidential-compute engineers, and AI security strategists who build zero-trust foundations before the first model token is generated.

Operational Roots

We deploy alongside national CERT teams, utility SOCs, and financial control rooms to capture real attack surfaces and compliance pressures.

  • Hardening LLM clusters with TEEs, enclave attestation, and hardware security modules tailored to each jurisdiction.
  • Mapping MQTT/Kafka, OT, and cloud workloads into shared telemetry planes that expose misuse or drift instantly.
  • Embedding privacy/legal engineers to translate EU AI Act, NIST, MAS, and GDPR mandates into automated controls.

Why Partners Trust Us

One accountable squad owns architecture, deployment, and monitoring so every control, from RBAC to anomaly detection, has clear stewardship.

0 Unattested enclaves in prod
100% Data residency compliance
  • Design reviews chaired jointly with CISOs and regulators to validate trust boundaries before rollout.
  • Continuous telemetry on prompts, models, and operators so governance teams see every action in context.

What We Do

Secure AI Infrastructure Building Blocks

Every engagement combines trusted compute, sovereign data fabric, and AI assurance so mission teams can trust both the model output and the rails beneath it.

Trusted Compute Fabric

Designs enclave-backed clusters where model weights, embeddings, and adapters are cryptographically sealed and continuously attested.

  • Hardware root of trust with Intel SGX / AMD SEV and confidential GPUs for high-sensitivity workloads.
  • Resource quota policies that prevent Denial-of-Wallet attacks and enforce fine-grained tenant isolation.

Sovereign Data Plane

Builds ingestion and storage layers that keep telemetry, prompts, and knowledge bases inside national or enterprise borders.

  • Private RAG pipelines with RBAC-aware responses, vector encryption, and per-country residency controls.
  • Muon-based streaming that normalizes OT, IT, and cloud signals into a single threat-aware fabric.

AI Assurance & Control

Ensures every generation, document, or sensor alert is explainable, logged, and challenge-ready.

  • Behavioral shift, document forgery, and anomaly engines feeding compliance-ready dashboards.
  • Prompt firewalls with live PII/PHI redaction and optional rehydration for frontline teams.

How We Work

Security-Centric Delivery Playbook

Attack Surface Discovery

We inventory data flows, model assets, hardware, and regulatory constraints to define the trust boundary before any code changes.

Blueprint & Controls

Co-create reference architectures that align TEEs, vector stores, privacy filters, and monitoring with your zero-trust posture.

Harden & Isolate

Deploy confidential compute, RBAC, network microsegmentation, and automated compliance tests across environments.

Operate & Iterate

Run joint SOC/command reviews, tune policies with live telemetry, and update assurance reports continuously.

Collaboration Snapshot

Discovery Asset + threat inventory
Design Authority Architecture Validation
Security Envelope TEEs, mesh redundancies, privacy SLAs
Oversight Continuous trust dashboards
12ms Avg inference window
100% Policy Enforcement
Metrics drawn from live municipal, utility, and financial deployments.

What Drives Us

Secure Foundations Above All

Our motivation is simple: no leader should roll out AI without verified compute, transparent controls, and sovereign custody of their data.

Protect Critical Infrastructure

We architect for hospitals, utilities, and finance hubs where outages or leaks are unacceptable.

Prove Every Control

Audit-ready evidence for TEEs, RBAC, privacy filters, and model behavior is built into day-to-day operations.

Champion Sovereignty

Regional cloud, on-premise hardware, and open telemetry pipelines ensure partners remain in full command of their stack.

Need a secure AI infrastructure blueprint?

Share your regulatory, sovereignty, and resiliency targets. Our architects will map the controls, hardware, and AI services required.

Request an Architecture Session