AI Model & Safety Evaluation
Empirical evaluation and compliance scorecards mapped to industry safety standards.
Distinguish genuine security boundaries from model quality with structured safety benchmarks. SecureMID provides standardized scorecards aligned with OWASP, NIST AI RMF, and MITRE ATLAS.
Verified across 1,200 empirical pilot evaluations.
Zero false negatives and zero false positives achieved.
Cryptographically verified training and evaluation splits.
Teams lack objective, reproducible benchmarks for model safety.
Subjective Safety Assessments
Without objective classification invariants, teams rely on ad-hoc spot checks that fail to detect systematic safety regressions.
Enterprise Compliance Burden
CISO and enterprise procurement committees require verifiable evidence and auditable compliance documentation before authorizing AI deployment.
Public Cloud Egress Risks
Evaluating sensitive internal models by sending logs to public commercial judges exposes confidential enterprise data and IP.
Verified Invariant Testing Suites
OWASP LLM Top 10 Mapping
Structured evaluation across prompt injection, sensitive data leakage, supply chain, and excessive agency.
NIST AI RMF Verification
Validate compliance with GOVERN, MAP, MEASURE, and MANAGE functional categories.
CISO Executive Scorecard
One-click export of executive summary PDFs with clear risk ratings, remediation actions, and SLAs.
Local Judge LoRA Architecture
Air-gapped evaluation powered by Qwen2.5-3B-Instruct fine-tuned judge ensuring zero data leakage.
Standardized, reproducible model governance in 4 phases.
Select Assessment Framework
Choose benchmark suites: OWASP LLM Top 10, NIST AI RMF controls, or custom company safety guidelines.
Execute Evaluation Matrix
Run automated evaluation suites comparing model responses across baseline and adversarial invariants.
Compute Statistical Scores
Calculate precision, recall, F1 score, false negative rate, and decision latency against established SLOs.
Publish Compliance Dossier
Generate stakeholder-ready PDF certificates with cryptographic dataset hashes for board and regulatory review.
Direct crosswalk to industry frameworks
Frequently Asked Questions
Make AI security part of your workflow.
Start exploring how SecureMID can help your team autonomously assess, red-team, and evaluate AI systems before they reach production.