AI Assurance
Validate, secure, and continuously monitor every model to ship trusted AI.
Most Teams Struggle with AI Accountability
As AI moves into production, most teams lack real-time insight into model deployment, data governance, and control enforcement. Shadow AI, misconfigurations, and untested updates make assurance elusive — leaving organizations exposed to risk and audit delays.
- Gain continuous, actionable visibility into every model’s location, data flows, and compliance status
- Eliminate blind spots and reduce risk with automated monitoring and proof for audits
Assurance you can prove
Starseer validates models and datasets before and after release. It inventories every AI asset, enforces enterprise policies, tests security posture, and keeps a continuous record that maps to frameworks like NIST AI RMF, EU AI Act, ISO, and OWASP AI Top 10.
Time to inventory
- Instantly discover and catalog every AI model and dataset
- Accelerate onboarding with automated asset inventory
Issues auto-remediated
- Automatically fix misconfigurations and vulnerabilities
- Reduce manual intervention with continuous, intelligent repair
Policy violations prevented
- Enforce enterprise policies before and after deployment
- Proactively block non-compliant models and data flows
Audit prep time reduced
- Maintain a continuous, audit-ready record of all AI activity
- Simplify compliance with mapped evidence for major frameworks
AI Asset Management & Shadow AI Detection
Build a live AI Census by integrating with Splunk, Elastic, Microsoft, Gravwell, and your repos. Surface approved and unapproved services, downloaded models, datasets, and workflows
AI Model & Dataset Policy Enforcement
Define enterprise guardrails once and enforce everywhere. Validate models and datasets against usage, privacy, safety, residency, access, and retention policies.
AI Security & Exposure Management
⊙ Automated AI red teaming and posture assessments
⊙ Model hardening and dynamic remediation
⊙ Runtime protections and prompt guardrails
AI Proxy for Governance and Cost Control
Broker access to internal and external AI services. Enforce who can use what, apply guardrails at the edge, and centralize usage and spend.
AI Security & Exposure Management Tiers
Build trust baseline with AI Census and Discovery.
- AI Census of Assets & Workflows
- Shadow AI Detection
- Basic Audit Logs
Competitors focus narrowly on LLMs only, cloud-only, or shallow scans
Starseer offers model-agnostic visibility and actionable controls across the entire AI ecosystem.
Support to discover, control, and trust your AI services and more.
