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New · Covered by TechCrunch: MELURNA traces hidden third-party data flows.Read the research
Melurna
Platform
Platform

Observe, score, and act on the complete data journey.

Third-Party Privacy Risk ManagementMonitor third-party privacy risk and prioritize what changes.Threat IntelligenceConnect sensitive-data movement to vendor, vulnerability, fourth-party, and portfolio risk.AI TPRMNewContinuously monitor AI vendors, data exposure, downstream providers, and evidence gaps.Shadow AI DiscoveryFind unapproved models, agents, AI-enabled vendors, and the sensitive-data paths around them.RemediationTurn prioritized findings into accountable workflows and verified closure.Risk & Compliance MonitoringContinuously map observed vendor behavior to regulatory frameworks.Why Melurna?Understand why questionnaires cannot replace observed data-journey evidence.
Cover of Silent AI: The Next Coverage Gap white paperFeatured white paper · NewSilent AI: The Next Coverage Gap.

How non-affirmative AI coverage, hidden AI dependencies, and unobserved data flows create growing underwriting and portfolio risk.

Read the white paper
Solutions
Solutions

Enterprise outcomes for every risk team, with specialized paths by industry.

EnterpriseFor EnterprisesUnify cyber, privacy, AI, and third-party risk around observed data movement.
InsuranceFor Cyber InsurersSupport underwriting, portfolio, claims, cyber, privacy, AI, and risk-engineering decisions.
By teamSecurity & Enterprise RiskPrioritize threats by the sensitive data, vendors, and business impact they can reach.Privacy, Legal & ComplianceCompare sensitive-data behavior with consent, disclosures, contracts, and obligations.AI GovernanceGovern AI by connecting every service to its data, purpose, recipient chain, and change history.
By industryFinanceMap customer and transaction data across vendors and regulated boundaries.HealthcareVisualize PHI journeys across apps, devices, analytics, and vendors.View All IndustriesExplore how Melurna applies across regulated and data-intensive industries.
Illustrative Melurna underwriting portfolio showing material findings, evidence readiness, vendor concentration, renewals, and referralsStart with one companySee who receives the data.

Follow sensitive data past the approved vendor to hidden recipients, Silent AI, and material changes.

  • Sensitive data paths
  • First to nth-party recipients
  • Policy and AI risk
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Company
Company

Learn about Melurna or contact the right team.

AboutLearn more about MELURNAContact UsContact sales, research, or media.
Research
Research

Evidence and field intelligence for the AI risk era.

White papersExecutive research on privacy, AI, and cyber exposure.Research labOriginal findings grounded in observed data movement.
Popular:Silent AI
Cover of Silent AI: The Next Coverage Gap white paperFeatured white paper · NewSilent AI: The Next Coverage Gap.

How non-affirmative AI coverage, hidden AI dependencies, and unobserved data flows create growing underwriting and portfolio risk.

Read the white paper
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Platform
Third-Party Privacy Risk ManagementMonitor third-party privacy risk and prioritize what changes.Threat IntelligenceConnect sensitive-data movement to vendor, vulnerability, fourth-party, and portfolio risk.AI TPRMContinuously monitor AI vendors, data exposure, downstream providers, and evidence gaps.Shadow AI DiscoveryFind unapproved models, agents, AI-enabled vendors, and the sensitive-data paths around them.RemediationTurn prioritized findings into accountable workflows and verified closure.Risk & Compliance MonitoringContinuously map observed vendor behavior to regulatory frameworks.Why Melurna?Understand why questionnaires cannot replace observed data-journey evidence.Cover of Silent AI: The Next Coverage Gap white paperFeatured white paperSilent AI: The Next Coverage Gap.Read the white paper
Solutions

Enterprise

For EnterprisesUnify cyber, privacy, AI, and third-party risk around observed data movement.

Insurance

For Cyber InsurersSupport underwriting, portfolio, claims, cyber, privacy, AI, and risk-engineering decisions.

By team

Security & Enterprise RiskPrioritize threats by the sensitive data, vendors, and business impact they can reach.Privacy, Legal & ComplianceCompare sensitive-data behavior with consent, disclosures, contracts, and obligations.AI GovernanceGovern AI by connecting every service to its data, purpose, recipient chain, and change history.

By industry

FinanceMap customer and transaction data across vendors and regulated boundaries.HealthcareVisualize PHI journeys across apps, devices, analytics, and vendors.View All IndustriesExplore how Melurna applies across regulated and data-intensive industries.
Company
AboutLearn more about MELURNAContact UsContact sales, research, or media.
Research
Cover of Silent AI: The Next Coverage Gap white paperFeatured white paperSilent AI: The Next Coverage Gap.Read the white paperWhite papersExecutive research on privacy, AI, and cyber exposure.Research labOriginal findings grounded in observed data movement.
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AI usage and data movement

Find the AIyour inventory missed.

Detect AI services in observed traffic, then evaluate sensitive data, disclosure, training rights, sovereignty, and decisioning risk.

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Product evidence
Vendor Chain
Illustrative Melurna vendor-chain record showing an approved vendor, a downstream AI service, sensitive data, disclosure status, and preserved evidence
4 pillarsone AI risk score
Shadow AIobserved in traffic
Evidenceper vendor and flow

AI risk is a data-journey problem.

Melurna connects each AI service to the sensitive data it receives, its location, disclosure, training posture, and decisioning role.

Vendor exposure

Identify AI vendors and AI-shaped endpoints, then measure concentration and dependency.

  • Known AI service taxonomy
  • Inference and embedding endpoints
  • Recommendation and decision surfaces
Illustrative Melurna compliance drift view comparing approved statements with current observed data journeys and material changes
Compliance Drift

Data leakage

Measure which categories of sensitive data reach AI recipients and weight the exposure by sensitivity.

  • PII and credentials
  • Health and regulated data
  • Cross-domain identifier propagation
Illustrative Melurna remediation verification view showing changed recipients, workflow ownership, and evidence-backed confirmation
Remediation Verification

Disclosure gap

Compare observed AI use with the organization's privacy policy and AI disclosures.

  • Undisclosed AI vendors
  • Purpose and training-rights context
  • Policy-versus-wire evidence
Illustrative Melurna evidence methodology showing observation, recipient resolution, policy comparison, risk context, and preserved proof
Evidence Methodology

Sovereignty and decisioning

Surface cross-border inference and endpoints that suggest personalization, prediction, or automated decisions.

  • Processing locations
  • Cross-border vendor count
  • Decisioning endpoint evidence
Illustrative Melurna AI control posture showing vendor exposure, data leakage, disclosure, sovereignty, and evidence changes
AI Control Posture

Continue exploring

The same evidence. Another decision.

Sensitive-data journey intelligenceTrace what the organization cannot see from inside.Privacy exposure, observedFollow personal data beyond the policy.Underwriting and portfolio evidenceUnderwrite the risk behind the claim.

Data Risk Review

See the AI data wake around a company.

Start with one domain and build a living record of the vendors, paths, gaps, and evidence behind the score.

Request an evidence briefing Review slots are scheduled in the order requests are received.
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Third-Party Cyber, Privacy, and AI Risk.

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