Skip to main content
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
Reserve a review slot
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
Request Intelligence
Menu
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.
Request Intelligence

Privacy exposure, observed

Follow personal data beyondthe policy.

See which identifiers leave the first party, who receives them, what initiated the transfer, and whether disclosures match observed behavior.

Request an evidence briefing
Product evidence
Vendor Chain
Illustrative Melurna vendor-chain record showing an approved vendor, a downstream AI service, sensitive data, disclosure status, and preserved evidence
PII / PHIsensitivity context
Policy ↔ Wiredisclosure alignment
Initiatorwhy the transfer began

The policy is context. The transfer is evidence.

Melurna compares stated collection, sharing, processing, residency, and consent practices with observed data movement so teams can prioritize the gaps that create real regulatory, litigation, and claim exposure.

Consent & Preference Assurance

Consent recorded is not consent enforced.

Your consent platform may record a rejection or receive a Global Privacy Control signal. Melurna shows whether that choice is reflected in actual data movement, including which third parties, AI services, and downstream recipients continue receiving sensitive data.

GPC signal assurance

Determine whether a recognized privacy signal meaningfully changes data sharing.

Consent enforcement

See whether rejecting non-essential processing stops the related transfers.

CMP versus observed behavior

Compare consent configuration and published disclosures with what recipients actually receive.

Change verification

Confirm whether remediation, tag changes, or vendor updates changed the resulting data movement.

Control effectivenessIllustrative state
Preferences received
Browser signalGPC enabledReceived
Consent choiceReject non-essentialRecorded
Observed outcomeDid the data follow?
Advertising recipientStill active
AI-enabled serviceStill active
Necessary serviceExpected
Your CMP records the choice. Melurna verifies the outcome.

Continued transmission is evidence for review, not an automatic legal conclusion. Its significance depends on the data, recipient, purpose, jurisdiction, and applicable law.

Sensitive-data journeys

Trace raw and transformed identifiers from collection through every observed destination.

  • Sensitive data, e.g., PII, PHI, and credentials
  • Hashed and encoded variants
  • Session, device, cart, and order identifiers
Illustrative Melurna compliance drift view comparing approved statements with current observed data journeys and material changes
Compliance Drift

Recipient depth

Separate first-party processing from direct vendors and downstream recipients that never appear in the inventory.

  • Third- and fourth-party classification
  • Hosting and infrastructure context
  • Repeated-vendor aggregation
Illustrative Melurna journey change monitor comparing a current sensitive-data path with the previously observed recipient chain
Journey Change Monitor

Consent and disclosure gaps

Compare what the visitor chose and what the policy states with the transfers that still occurred.

  • Accept, reject, no-action, and GPC states
  • Undisclosed recipients
  • Purpose and geography mismatches
Illustrative Melurna remediation verification view showing changed recipients, workflow ownership, and evidence-backed confirmation
Remediation Verification

Continue exploring

The same evidence. Another decision.

Sensitive-data journey intelligenceTrace what the organization cannot see from inside.AI usage and data movementFind the AI your inventory missed.Underwriting and portfolio evidenceUnderwrite the risk behind the claim.

Data Risk Review

See where the privacy promise diverges from the wire.

Request a redacted privacy evidence review for a company or portfolio.

Request an evidence briefing Review slots are scheduled in the order requests are received.
Melurna newsletter

Follow the research.

Receive new privacy research, field notes, and product updates. Confirm your email to subscribe.

Email confirmation required. By submitting you agree to our privacy policy.
Melurna

Third-Party Cyber, Privacy, and AI Risk.

CompanyHomeAboutContact Us
PlatformAI TPRMShadow AI discoveryCompliance monitoring
SolutionsFor EnterprisesSecurity & Enterprise RiskPrivacy & ComplianceAI GovernanceIndustries

© 2026 Melurna, Inc.