Platform capability
AI Security & Confidential Compute
Protect model, prompt, agent, training, inference, and event-intelligence workflows with explicit identity, policy, provenance, enclave, and operator-approval boundaries.
Buyer outcome
Give AI teams an operational security layer that connects model governance and runtime signals to existing cryptographic, identity, audit, and response controls.
Source-backed · production attestation not verified
For Chief AI Officer · CISO · ML platform · AI governance
Evidence boundary
AI orchestration, model registry, prompt-injection, bias, governance, correlation, root-cause, and remediation-proposal routes exist in source. Production enclave attestation, model behavior, detection effectiveness, and end-to-end automated enforcement remain NOT VERIFIED. Remediation proposals do not bypass authorization or operator approval.
Capability map
What ai security covers
Each item is a source-backed or deployment-bounded capability, not an implied certification or universal runtime guarantee.
Operating model
How the capability fits into an accountable workflow
01
Register and govern
Record model identity, provenance, owner, policy, permitted providers, and deployment intent.
02
Authorize the workload
Bind users, agents, models, data, tools, and enclave requirements to an explicit tenant policy.
03
Observe and correlate
Retain eligible events for anomaly detection, prompt-security signals, cross-service correlation, and root-cause context.
04
Propose and approve
Generate a remediation proposal, then apply normal authorization and configured operator approval before execution.
Integration & assurance
Connect the capability, then verify the exact boundary
Integration surfaces
Evidence and guidance
Frequently asked questions
AI Security questions
Does QNSI automatically remediate AI incidents without approval?
No. The event-intelligence design produces remediation proposals. It does not bypass tenant authorization or configured operator-approval policy. Any automated execution claim requires evidence for the exact rule, permission, and deployment.
Does listing an enclave prove that a workload ran inside it?
No. An enclave integration or architecture option is not runtime attestation. A deployment claim requires a valid attestation bound to the workload, code identity, configuration, time, and verification policy.
Next step
Evaluate the capability against your actual environment
Start with the public evidence, then scope the exact services, integrations, custody, deployment, and assurance required. QNSI will not convert source presence into a production claim without evidence.