AI Model Inspection
AiVRIC Fabric AI Controls and model inspection.
The AiVRIC Fabric applies policy-driven AI Controls and continuous inspection across models, prompts, and datasets. Validate safety, security, and compliance while generating evidence you can trust.
AI Controls are required for safe deployment
Organizations need consistent AI Controls to prove model safety, security, and compliance. AiVRIC turns inspection into a governed, evidence-backed program instead of ad-hoc testing.
- Gaps in AI control coverage across models and environments.
- Unverified guardrails for prompts, tools, and data access.
- Audit requests that require repeatable evidence and approvals.
Key capabilities
The AiVRIC Fabric delivers AI Controls and inspection workflows that protect every AiVRIC solution.
AI Controls library
Define control objectives for safety, security, privacy, and compliance.
Model inspection workflows
Assess models and prompts for jailbreaks, hallucinations, and misuse.
Control testing & evidence
Capture test results, approvals, and risk scores in audit-ready records.
Continuous monitoring
Track drift, policy violations, and AI control exceptions over time.
How AI Controls and inspection work
- Define AI control objectives, thresholds, and approval policies.
- Run automated inspections across models, prompts, and datasets.
- Publish evidence to dashboards, reports, and Fabric chat.
Outcomes you can expect
- Prove AI control coverage across models and environments.
- Ship AI features faster with consistent inspection results.
- Deliver audit-ready AI governance evidence on demand.
Deployment options
- Supports SaaS, customer-hosted SaaS, or air-gapped inspection.
- Compatible with private model hosting and BYO models.
- Integrates with AI pipelines, ticketing, and MLOps workflows.