AI Assurance

Validate, secure, and continuously monitor every model to deliver trusted AI.

Many teams lack AI Assurance

As AI adoption accelerates, approved and unapproved, teams lack real-time visibility into AI usage, model deployments, data governance, and policy enforcement. Shadow AI, unauthorized use, and undefined policies erode assurance, leaving organizations exposed to compliance gaps, audit delays, and financial risk.

  • Gain continuous, actionable visibility into every model’s status, users, 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.

Accurate inventory

  • Instantly discover and catalog every AI model and dataset
  • Accelerate onboarding with automated asset inventory
Auto-remediation
  • Automatically fix misconfigurations and vulnerabilities
  • Reduce manual intervention with continuous, intelligent repair
Policy enforcement
  • Enforce enterprise policies before and after deployment
  • Proactively block non-compliant models and data flows
Audit ready
  • Maintain a continuous, audit-ready record of all AI activity
  • Simplify compliance with mapped evidence for major frameworks
Features

AI you can see, control, and trust.

Category
Feature
Description
Supported
Discover
AI Asset Management
Inventory every AI model, API, and workflow across your organization.
Shadow AI Detection
Identify unapproved or rogue AI systems and tools.
Enforce
AI Policy Enforcement
Enforce organizational AI policies.
AI Proxy
Centralized control over access, API keys, and token usage for cost and security.
AI Real-Time Guardrails
Detect and flag prompt injections, sensitive data exposure, and policy violations.
Assure
AI Security & Exposure Mgmt
All security and exposure management capabilities.
Compliance Mapping
Align AI usage to NIST AI RMF, EU AI Act, ISO standards, and OWASP AI Top 10.
Manage
AI Assurance Framework
End-to-end governance, risk, and compliance (GRC) workflows for AI.
Audit Trails & Reporting
Granular logs and reports for security, compliance, and leadership.
TIERS

AI Assurance Tiers

Entry
Foundation

Build trust baseline with AI Census and Discovery.

  • AI Census of Assets & Workflows
  • Shadow AI Detection
  • Basic Audit Logs
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Desired Base
Control

Add Policy Enforcement & Lifecycle Management to align usage with enterprise and regulatory requirements.

  • All Foundation features
  • Policy Manager
  • Proxy-Based Enforcement
  • Compliance Mapping (NIST, EU AI Act, ISO)
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Mature
Assured

Achieve Trusted AI Deployment with full validation and continuous assurance.

  • All Governance features
  • AI Security & Exposurement
  • Continuous Monitoring & Audit-Ready Reporting
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Book a Demo

Starseer offers visibility and actionable controls across the entire AI ecosystem.

Competitors focus narrowly on individual elements—such as prompt guards, access controls, or red teaming—while lacking a complete, integrated solution.

Complete AI Ecosystem Support

Support to discover, control, and trust your AI services and more.