Runtime Assurance for AI in Production
Powered by signals from MLOps, providers, identity systems, and Stratum's lightweight assurance probes for black-box AI
Aggregated compliance and risk posture across all monitored AI systems based on imported metrics, eval results, and Stratum policies.
Identity-Resolved Governance
Usage attributed via SSO/SCIMUsage is attributed via SSO/SCIM and provider logs. Violations, risk scores, and blocks reflect Stratum policies, enforced via your IAM, MLOps, or API gateway—not inline man-in-the-middle. Actions are executed through configured integrations (e.g. disabling keys, changing roles, routing traffic), logged as evidence.
| Identity | Role | Business Unit | Requests | Violations | Blocked | Risk Score | Actions |
|---|---|---|---|---|---|---|---|
Alice Chen alice.chen@company.com | Data Scientist | AI Research | 1,247 | 2 | 0 | 12 | |
Bob Martinez bob.martinez@external.com | Contractor | Engineering | 523 | 15 | 2 | 78 | |
Carol Johnson carol.j@company.com | Engineer | Platform | 892 | 1 | 0 | 8 | |
David Kim david.kim@partner.com | External Partner | Sales | 234 | 8 | 1 | 65 |
Policy Breach Alerts
5 governance events shownHigh Error Rate Detected
CriticalOpenModel Drift Detected
HighOpenLatency Threshold Exceeded
MediumAcknowledgedCritical Events Threshold Exceeded
HighOpenEval Pass Rate Below Threshold
HighOpenPlatform Architecture & Governance Model
Stratum is the intelligence layer above your AI stack. We aggregate signals from wherever they live (MLOps, providers, eval systems) and run lightweight probes where no metrics exist. We care about governance outcomes, not how metrics are produced.
Stratum orchestrates quarantines and restrictions via your existing tools—we never become infrastructure. Enforcement is executed through API gateways, MLOps platforms, IAM systems, or provider APIs. Every decision generates signed evidence for regulatory defense.
Data minimization applied—only governance-essential metadata retained. Stratum does not require full prompt or payload capture for most use cases. Customers can choose redacted or hashed fields while maintaining assurance quality.
Black-box AI coverage: For external/API-only AI systems (e.g. OpenAI, Anthropic, SaaS copilots) where no MLOps exists, Stratum runs lightweight behavioral probes and aggregates provider telemetry to estimate reliability, drift, and policy alignment—without storing sensitive payloads. This is the key differentiator vs classic MLOps monitoring.