AI Model Operations & Security (MOS)
The Trust Layer for the AI Era.
Convert unmanaged, ungoverned AI adoption into a measured, auditable, and defensible enterprise posture. One platform. One policy model. One audit trail.
Inside MOS Platform
From model governance to real-time guardrails — one trust layer across your entire AI stack.
AI Model Supply-Chain Dashboard
Real-time overview of active models, scan throughput, blocked exploits, and pipeline compliance rate across your entire AI model supply chain.
Model Registry
Every registered model with provenance, format, risk classification, SHA-256 integrity hash, attestation status, and pipeline stage at a glance.
Security Overview — Supply Chain Pipeline
Visualise model progression through five pipeline stages — from secure ingestion to safe storage — with live risk distribution and guardrail status.
Security Event Feed
Chronological security event feed covering prompt injections, jailbreak attempts, key leaks, malware detections, and model drift alerts across all bands.
Model Telemetry & Behavior Analytics
Tool-call trace log with per-call latency and block decisions, paired with Evidently AI drift scoring for data, concept, and input feature drift.
Audit Log
Tamper-evident, regulator-ready audit trail covering every security event — from Cosign attestation failures to AIBOM CVE blocks and malware quarantines.
Policy Registry
Manage all enforcement policies in one place — BLOCK and WARN rules, framework alignment, evaluation counts, and full version history.
SIEM & ITSM Integrations
Push security events to Splunk, QRadar, Microsoft Sentinel, Elastic, ServiceNow, Jira, PagerDuty, Slack, or any custom webhook — with live delivery tracking.
Four Platform Pillars
Model Supply-Chain Governance
Establishes provenance and integrity of every model entering production. No unverified, tampered, or back-doored model reaches a live system.
Secure Data Ingestion
Defends against data-poisoning attacks. Ensures PII and sensitive data are sanitised before the model consumes them.
Responsible-AI Guardrails
Enforces safety policy in real time — containing jailbreaks, bias, and hallucinated outputs before they reach a user or downstream system.
Security Telemetry & Observability
A "SOC for AI" — granular visibility into model behaviour, drift, and adversarial attempts, with a forensic audit trail ready for regulators.
Ready to Govern Your AI Stack?
Speak with our team about deploying AI Model Operations & Security (MOS) in your enterprise environment.
